CVNLP PPI: Residência em TIC 13 - Heterogeneous Computing for Computational Vision and Natural Language Processing - Programas e Projetos Prioritários (PPI)

2024

1.	ARAUJO, G. E. ; GALDINO, J. C. ; LIMA, R. F. ; ISHIDA, L. ; LOPES, G. W. ; OLIVEIRA JUNIOR, M. J. A. ; CANDIDO JUNIOR, A. ; ALUÍSIO, S. M. ; PONTI, M. A.. EyetrackingMOS: proposta de um método de avaliação online para modelos de sı́ntese de fala. Em: SIMPÓSIO BRASILEIRO DE TECNOLOGIA DA INFORMAÇÃO E DA LINGUAGEM HUMANA (STIL), v. 15, p. 87-96, 2024.
2.	ARAÚJO, GUSTAVO E. ; GALDINO, JULIO C. ; LIMA, RODRIGO DE F. ; ISHIDA, LEONARDO ; LOPES, GUSTAVO W. ; OLIVEIRA Jr., Miguel ; CÂNDIDO JR., ARNALDO ; ALUÍSIO, SANDRA M. ; PONTI, MOACIR A.. EyetrackingMOS: Proposal for an online evaluation method for speech synthesis models. Em: Simpósio Brasileiro de Tecnologia da Informação e da Linguagem Humana, p. 87, 2024.
3.	BARBARA, L. J. S. ; RODRIGUES, R. ; SOUZA, JACKSON WILKE DA CRUZ. Relações de coerência do português brasileiro: um estudo bibliográfico-documental da RST e seus sinalizadores discursivos. Em: XV Simpósio Brasileiro de Tecnologia da Informação e da Linguagem Humana (STIL), v. 1, p. 424-428, 2024.
4.	BARBOSA, BRYAN K. S.; CAMPELO, CLÁUDIO E. C.. LLMs as Tools for Evaluating Textual Coherence: A Comparative Analysis. Em: Simpósio Brasileiro de Tecnologia da Informação e da Linguagem Humana, v. 1, p. 278-287, 2024.
5.	CABEZUDO, M. A. S. ; INACIO, M. L. ; PARDO, THIAGO A.S.. Investigating Paraphrase Generation as a Data Augmentation Strategy for Low-Resource AMR-to-Text Generation. Em: 17th International Natural Language Generation Conference (INLG), v. 1, p. 663-675, 2024.
6.	CARDOSO, P. C. F. ; SOUZA, J. W. C. ; RODRIGUES, R. ; DANTAS, E. ; BARBARA, L. J. S. ; PEREIRA, M. A. ; GAMA, N. S. ; ALMEIDA, T. J. A. ; CRUZ, G. S. B.. A Linguagem em Foco: Anotação de Sinalizadores Discursivos em Textos Jornalísticos. Em: XV Simpósio Brasileiro de Tecnologia da Informação e da Linguagem Humana (STIL), v. 1, p. 247-256, 2024.
7.	CASAGRANDE, LUAN ; Hirata, R.. Riparian Zones Classification Using Satellite/UAV Synergy and Deep Learning. Em: IGARSS 2024 2024 IEEE International Geoscience and Remote Sensing Symposium, p. 4118, 2024.
8.	CASANOVA, E. ; ALUISIO, S. M. ; PONTI, M. A.. TTS applied to the generation of datasets for automatic speech recognition. Em: The 16th International Conference on Computational Processing of Portuguese (PROPOR 2024), v. 1, p. 633-638, 2024.
9.	CAVALIM, P. ; MELLO, G. L. ; SERRAS, F. ; Finger, Marcelo ; DOMINGUES, P. ; CARPI, M. M. ; MENEGON, M. J.. Training Large Language Encoders with the Curated Carolina Corpus. Em: 5th OpenCor: Latin American and Iberian Languages Open Corpora Forum, p. 1-8, 2024.
10.	COSTA, S. M.; DAMACENO, R. J. P. ; MORIMITSU, H. ; CESAR JR, R. M.. Tactile Path Guidance via Weakly Supervised Visual Attention. Em: The 4th Annual Workshop on The Future of Urban Accessibility, 2024.
11.	COSTA, SUAYDER M.; DAMACENO, RAFAEL J. P. ; CESAR JR., ROBERTO M.. Video cropping using salience maps: a case study on a sidewalk dataset. Em: Anais Estendidos da Conference on Graphics, p. 111, 2024.
12.	CRAVEIRO, G. M. ; SANTOS, V. G. ; DALALANA, G. J. P. ; SVARTMAN, F. R. F. ; ALUISIO, S. M.. Simple and Fast Automatic Prosodic Segmentation of Brazilian Portuguese Spontaneous Speech. Em: The 16th International Conference on Computational Processing of Portuguese (Propor 2024), v. 1, p. 32-44, 2024.
13.	DANTAS, E. ; RODRIGUES, R. ; SOUZA, JACKSON WILKE DA CRUZ. Relações de coerência do espanhol peninsular: Um estudo bibliográfico-documental da Rhetorical Structure Theory. Em: XV Simpósio Brasileiro de Tecnologia da Informação e da Linguagem Humana (STIL), v. 1, p. 434-439, 2024.
14.	DI FELIPPO, Ariani; NUNES, Maria das Graças Volpe ; BARBOSA, B. K. S.. A Dependency Treebank of Tweets in Brazilian Portuguese: Syntactic Annotation Issues and Approach. Em: Simpósio Brasileiro de Tecnologia da Informação e da Linguagem Humana, v. 01, p. 192-201, 2024.
15.	DI FELIPPO, Ariani ; ROMAN, NORTON TREVISAN ; BARBOSA, B. K. S. ; PARDO, THIAGO A.S.. Genipapo - a Multigenre Dependency Parsing for Brazilian Portuguese. Em: 15th Brazilian Symposium in Information and Human Language Technology (STIL 2024), v. 01, p. 257-266, 2024.
16.	DURAN, MAGALI ; NUNES, Maria das Graças Volpe ; PARDO, THIAGO A.S.. Inferências baseadas em sintaxe: a anotação de‬‭ sujeitos implícitos. Em: IX Jornada de Descrição do Português (JDP), v. 1, p. 356-364, 2024.
17.	DURAN, MAGALI ; PARDO, THIAGO A.S.. Anotação de córpus, um lugar privilegiado de observação linguística: o estudo das aposições do português brasileiro segundo o modelo Universal Dependencies. Em: XVI Encontro de Linguística de Corpus (ELC), v. 1, p. 118-123, 2024.
18.	Freitas, Cláudia; PARDO, THIAGO ALEXANDRE SALGUEIRO. PropBank e anotação de papéis semânticos para a língua portuguesa: O que há de novo?. Em: Simpósio Brasileiro de Tecnologia da Informação e da Linguagem Humana, v. 1, p. 118-128, 2024.
19.	FUJIMOTO, M. L. ; GASETA, M. ; REZENDE, S. O. ; ROMERO, R. A. F.. How to identify Cyberbullying with Machine Learning. Em: Symposium on Knowledge Discovery, v. 1, p. 41-48, 2024.
20.	GAMA, N. S. ; SOUZA, J. W. C.. Estudo preliminar sobre sinalizadores discursivos para Conteúdo Gerado por Usuário. Em: XV Simpósio Brasileiro de Tecnologia da Informação e da Linguagem Humana (STIL), v. 1, p. 418-423, 2024.
21.	INÁCIO, BRUNO BRANDÃO ; CARVALHO DE ARAÚJO, JULIANA C. ; DOS SANTOS, ALDRI L. ; NOGUEIRA, MICHELE ; Hirata, R. ; BATISTA, DANIEL M.. A Lean and Modular Two-Stage Network Intrusion Detection System for IoT Traffic. Em: 2024 IEEE LatinAmerican Conference on Communications (LATINCOM), p. 1, 2024.
22.	JORGE, G. A. Z. ; BEZERRA, D. A. ; XAVIER, C. C. ; PARDO, THIAGO A.S.. Multilingual Extractive Summarization: Investigating State-of-the-Art Methods for English and Brazilian Portuguese. Em: 34th Brazilian Conference on Intelligent Systems (BRACIS), v. 1, p. 212-223, 2024.
23.	Julio Cesar Galdino ; Gustavo Araújo ; Miguel Oliveira Jr ; CANDIDO JUNIOR, A. ; Moacir Ponti ; Sandra Maria Aluísio. Acoustic Analysis of Prosodic Features in Natural versus Synthesized Speech Samples from YourTTS and SYNTACC Models. Em: XXI Encontro Nacional de Inteligência Artificial e Computacional (ENIAC 2024), p. 1-12, 2024.
24.	LIMA, R. F. ; LEAL, S. E. ; CANDIDO JUNIOR, A. ; ALUÍSIO, S. M.. A Large Dataset of Spontaneous Speech with the Accent Spoken in São Paulo for Automatic Speech Recognition Evaluation. Em: 34th Brazilian Conference on Intelligent Systems (BRACIS 2024), v. 1, p. 1-15, 2024.
25.	LOBO, João F. P. ; PRETO, S. ; Finger, Marcelo. Logical Approximation and Formal Verification of Neural Networks. Em: WORKSHOP BRASILEIRO DE LÓGICA, p. 1-8, 2024.
26.	LOPES NETO, E. P. ; HAYASHI, S. ; BATISTA, DANIEL M. ; HIRATA JR., R. ; HIRATA, N. S. T. ; DELGADO, K. V.. An RNN Approach to Real-Time Multimedia Communication Assessment via Facial Expressions. Em: 2024 IEEE Virtual Conference on Communications (VCC), v. 1, p. 11, 2024.
27.	LOPES, L. ; PARDO, THIAGO A.S.. Towards Portparser - a highly accurate parsing system for Brazilian Portuguese following the Universal Dependencies framework. Em: 16th International Conference on Computational Processing of Portuguese (PROPOR), v. 1, p. 401-410, 2024.
28.	LOPES, LUCELENE ; DURAN, MAGALI ; PARDO, THIAGO A.S.. Desambiguação de lema e atributos morfolóogicos na anotação do corpus Porttinari-base. Em: IX Jornada de Descrição do Português (JDP), v. 1, p. 336-345, 2024.
29.	LOPES, LUCELENE ; PARDO, THIAGO A.S. ; DURAN, MAGALI. Syntactic parsing: where are we going?. Em: 15th Symposium in Information and Human Language Technology (STIL), v. 1, p. 67-74, 2024.
30.	LUZIO, EMANUELE ; PONTI, MOACIR ; RAMIREZ, CHRISTIAN ; ARGERICH, LUIS. Decoupling Decision-Making in Fraud Prevention through Classifier Calibration for Business Logic Action. Em: SAC '24: 39th ACM/SIGAPP Symposium on Applied Computing, p. 1036, 2024.
31.	MATOS, A. N. ; ARAUJO, G. E. ; CANDIDO JUNIOR, A. ; PONTI, M. A.. Accent Classification is Challenging but Pre-training Helps: a case study with novel Brazilian Portuguese datasets. Em: 16th International Conference on Computational Processing of Portuguese (PROPOR 2024), p. 364-373, 2024.
32.	MORIMITSU, H. ; ZHU, X. ; CESAR-JR, ROBERTO M ; JI, X. ; YIN, X.. RAPIDFlow: Recurrent Adaptable Pyramids with Iterative Decoding for efficient optical flow estimation. Em: IEEE International Conference on Robotics and Automation, 2024.
33.	NUNES, IAN M. ; OLIVEIRA, HUGO N. ; POGGI, M.. Open-set semantic segmentation for remote sensing images. Em: Conference on Graphics, 2024.
34.	OLIVEIRA, A. A. A. M. ; ESPADOTO, MATEUS ; Hirata Jr., Roberto ; DAMASCENO, R. ; CESAR, ROBERTO M.. Towards a Method for Evaluating Bus Stop Infrastructure with Street Level Images and Large Language Models. Em: Future of Urban Accessibility: The Role of AI, v. 1, p. 1, 2024.
35.	OSIAS, ANA CLARA FRAGA ; SCHAEFER, MARIANA ALBUQUERQUE REYNAUD ; VELOSO, GUSTAVO VIEIRA ; OLIVEIRA, HUGO ; REIS, JULIO. Interpretable Approaches for Land Use and Land Cover Classification. Em: SBSI '24: XX Brazilian Symposium on Information Systems, p. 1, 2024.
36.	PEREIRA, M. A. ; SOUZA, J. W. C.. Subsídios Linguísticos para Classificação Automática de Textos de User-Generated Content. Em: XV Simpósio Brasileiro de Tecnologia da Informação e da Linguagem Humana (STIL), v. 1, p. 429-433, 2024.
37.	PERIN, GABRIEL J. ; Hirata, Nina S. T.. Few-shot Retinal Disease Classification on the Brazilian Multilabel Ophtalmological Dataset. Em: 2024 37th SIBGRAPI Conference on Graphics, p. 01, 2024.
38.	RAMOS, I. V. M. ; SOUZA, J. W. C.. Classificação automática de textos de User-Generated Content utilizando Aprendizagem de Máquina Supervisionado. Em: XV Simpósio Brasileiro de Tecnologia da Informação e da Linguagem Humana (STIL), v. 1, p. 457-462, 2024.
39.	RODRIGUES, A. C. ; MACEDO, A. A. ; CANDIDO JUNIOR, A. ; SVARTMAN, F. R. F. ; CRAVEIRO, G. M. ; LEITE, M. Q. ; ALUÍSIO, S. M. ; SANTOS, V. G. ; GARCIA, V. M.. Portal NURC-SP: Design, Development, and Speech Processing Corpora Resources to Support the Public Dissemination of Portuguese Spoken Language. Em: The 16th International Conference on Computational Processing of Portuguese (PROPOR 2024), v. 1, p. 187-195, 2024.
40.	ROSA, A. S. ; OLIVEIRA, F. S. ; SOARES, A. S. ; CANDIDO JUNIOR, A.. Yin Yang Convolutional Nets: Image Manifold Extraction by the Analysis of Opposites. Em: Latin.Science 2024, 2024.
41.	SERRAS, F. ; CARPI, M. M. ; BRANCO, Matheus C. ; Finger, Marcelo. Analysing and Validating Language Complexity Metrics Across South American Indigenous Languages. Em: ACL Workshop on Cognitive Modeling and Computational Linguistics, p. 152-165, 2024.
42.	SERRAS, F. ; STURZENEKER, M. ; CARPI, M. M. ; PALMA, M. F. ; CRESPO, M. C. ; COSTA, A. S. ; MONTE, V. M. ; NAMIUTI, C. ; SOUSA, M. C. P. ; Finger, Marcelo. Exploring Computational Discernibility of Discourse Domains in Brazilian Portuguese within the Carolina Corpus. Em: PROPOR2024: 16th International Conference on Computational Processing of Portuguese, 2024.
43.	SERRAS, F. ; STURZENEKER, M. ; CRESPO, M. C. ; PALMA, M. F. ; CARPI, M. M. ; MELLO, G. L. ; MONTE, V. M. ; NAMIUTI, C. ; SOUSA, M. C. P. ; Finger, Marcelo. Carolina: a dual purpose corpus of contemporary Portuguese under continuous development. Em: 5th OpenCor: Latin American and Iberian Languages Open Corpora Forum Full program, 2024.
44.	SILVA, D. P. G. ; PARDO, THIAGO A.S.. Grammar Induction for Brazilian Indigenous Languages. Em: 1st Workshop on NLP for Indigenous Languages of Lusophone Countries (ILLC-NLP), v. 2, p. 64-72, 2024.
45.	SILVA, M. P. ; SCHAEFER, M. A. R. ; OLIVEIRA, HUGO N. ; REIS, J. C. S. ; NUNES, IAN M. ; SANTOS, J. A.. Learning Visual Patterns in Remote Sensing: An Overview of Agricultural Applications. Em: Conference on Graphics, 2024.
46.	SILVA, N. L. P. ; ROMAN, N. T. ; DI FELIPPO, ARIANI. Bringing Pragmatics to Porttinari - Adding Speech Acts to News Texts. Em: 16th International Conference on Computational Processing of Portuguese (PROPOR 2024), v. 01, p. 137-145, 2024.
47.	SOUZA, E. ; DURAN, MAGALI ; NUNES, Maria das Graças Volpe ; SAMPAIO, G. ; BELASCO, G. ; PARDO, THIAGO A.S.. Automatic Annotation of Enhanced Universal Dependencies for Brazilian Portuguese. Em: Simpósio Brasileiro de Tecnologia da Informação e da Linguagem Humana, v. 1, p. 217-226, 2024.
48.	THAPA, S. ; RAUNIYAR, K. ; JAFRI, F. ; VEERAMANI, H. ; JAIN, R. ; JAIN, S. ; VARGAS, F. A. ; HURRIYETOĞ ; NASEEM, U.. Extended Multimodal Hate Speech Event Detection During Russia-Ukraine Crisis. Em: 7th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text, p. 221-228, 2024.
49.	TICIANELI, G. H. G. ; CANDIDO JUNIOR, A. ; GUILHERME, I. R. ; PENTEADO, B. E. ; PERROUT, S. R. ; MORELLI, L. H. ; PAIOLA, P. H. ; GARCIA, G. L.. Comparison of Relation Extraction Models for Generating Knowledge Graphs in the Oil Drilling Domain. Em: Encontro Nacional de Inteligência Artificial e Computacional (ENIAC 2024), 2024.
50.	VARGAS, FRANCIELLE ; GUIMARÃES, SAMUEL ; MUHAMMAD, SHAMSUDDEEN HASSAN ; ALVES, DIEGO ; AHMAD, IBRAHIM SAID ; ABDULMUMIN, IDRIS ; MOHAMED, DIALLO ; PARDO, THIAGO ; BENEVENUTO, FABRÍCIO. HausaHate: An Expert Annotated Corpus for Hausa Hate Speech Detection. Em: Proceedings of the 8th Workshop on Online Abuse and Harms (WOAH 2024), p. 52-58, 2024.
51.	VARGAS, FRANCIELLE ; SALLES, I. ; ALVES, D. ; AGRAWAL, A. ; PARDO, THIAGO A.S. ; BENEVENUTO, FABRÍCIO. Improving Explainable Fact-Checking via Sentence-Level Factual Reasoning. Em: Seventh Fact Extraction and VERification Workshop (FEVER), v. 1, p. 192-204, 2024.
52.	VIRGILLI, R. ; CANDIDO JUNIOR, A. ; ROSA, A. S. ; OLIVEIRA, F. S. ; SOARES, A. S.. Dual-Bandwidth Spectrogram Analysis for Speaker Verification. Em: Brazilian Conference on Intelligent Systems (BRACIS 2024), 2024.
53.	WERNECK, H. ; BATISTA, DANIEL M. ; HIRATA JR., R. ; QUEIROZ, M.. Real-time Intrusion Detection with Sequence-aware Neural Networks for Internet of Medical Things. Em: 2024 IEEE Virtual Conference on Communications (VCC), v. 1, p. 1, 2024.
54.	ZERBINATI, M. M. ; ROMAN, N. T. ; DI FELIPPO, ARIANI. A Corpus of Stock Market Tweets Annotated with Named Entities. Em: 16th International Conference on Computational Processing of Portuguese (PROPOR 2024), v. 01, p. 276-284, 2024.

2023

1.	AKIHITO, V. ; MARCACINI, R. M.. Cluster Fusion Training: Explorando Análise de Agrupamentos para Melhorar Classificação de Sentimentos em Domínios Cruzados. Em: Encontro Nacional de Inteligência Artificial e Computacional (ENIAC), 2023.
2.	ALENCAR BISINOTTO, GUSTAVO ; CARDOZO DE MELLO, PEDRO ; GAGLIARDI COZMAN, FABIO ; AOUN TANNURI, EDUARDO. Motion-Based Wave Inference With Neural Networks: Transfer Learning From Numerical Simulation To Experimental Data. Em: ASME 2023 42nd International Conference on Ocean, 2023.
3.	BARBERIA, LORENA GUADALUPE ; SCHMALZ, PEDRO HENRIQUE DE SANTANA ; ROMAN, NORTON TREVISAN. When Tweets Get Viral - A Deep Learning Approach for Stance Analysis of Covid-19 Vaccines Tweets by Brazilian Political Elites. Em: SIMPÓSIO BRASILEIRO DE TECNOLOGIA DA INFORMAÇÃO E DA LINGUAGEM HUMANA (STIL), v. 14, p. 104-114, 2023.
4.	BARBOSA, B. K. S. ; DI FELIPPO, Ariani. Em Direção à Anotação Sintática - UD de Tweets do Mercado Financeiro. Em: 2nd Edition of the Universal Dependencies Brazilian Festival (UDFest-BR), v. 1, p. 499-508, 2023.
5.	CAMPOS, BRUNO P. ; HENRI, JOÃO ; BATISTA, DANIEL M. ; HIRATA JR, R. ; ULLAH, KIFAYAT. Comparativo de Estratégias para Resposta a Emergências usando Redes Ad Hoc Veiculares e Computação em Névoa. Em: Anais Estendidos do Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos, p. 168-175, 2023.
6.	CASANOVA, EDRESSON ; SHULBY, CHRISTOPHER ; KOROLEV, ALEXANDER ; JUNIOR, ARNALDO CANDIDO ; SOARES, ANDERSON DA SILVA ; ALUÍSIO, SANDRA ; Ponti, Moacir Antonelli. ASR data augmentation in low-resource settings using cross-lingual multi-speaker TTS and cross-lingual voice conversion. Em: INTERSPEECH 2023, v. 1, p. 1244-1248, 2023.
7.	CASELI, Helena M ; AMORIM, E. ; SCHNEIDER, E. T. R. ; FREITAS, L. I. A. ; RODRIGUES, J. ; Nunes, Maria G.V.. Mapeamento do Perfil das Mulheres Brasileiras em Processamento de Linguagem Natural. Em: WOMEN IN INFORMATION TECHNOLOGY (WIT), v. 1, p. 182-193, 2023.
8.	Castro, Ais B. R. ; Peres, Sarajane M. ; Freitas Júnior, Waldyr L. de ; Pirozelli, Paulo ; Cozman, Fabio Gagliardi ; Brandão, Anarosa A. F.. A strategy for interpreting and visualizing the results of matrix-trifactorization-based coclustering algorithms. Em: Encontro Nacional de Inteligência Artificial e Computacional (ENIAC 2023), p. 839-853, 2023.
9.	COUTINHO, G. N. ; MARCACINI, R. M.. Multimodal Audio Emotion Recognition with Graph-based Consensus Pseudolabeling. Em: Encontro Nacional de Inteligência Artificial e Computacional (ENIAC), 2023.
10.	Cozman, Fabio Gagliardi. Markov conditions and factorization in logical credal networks. Em: Symposium on Imprecise Probability: Theories and Applications, v. 215, p. 130-140, 2023.
11.	DAMACENO, R. J. P.; CESAR JUNIOR, R. M.. An end-to-end Deep Learning approach for video captioning through mobile devices. Em: 26th Iberoamerican Congress on Pattern Recognition - CIARP 2023, 2023.
12.	Damaceno, R. J. P. ; Cesar Jr, Roberto M.. A mobile device framework for video captioning using multimodal neural networks. Em: Workshop Works in Progress - Sibgrapi 2033, 2023.
13.	DE MORAES, MARCELO ISAIAS ; MARCACINI, RICARDO MARCONDES. On the Use of Aggregation Functions for Semi-Supervised Network Embedding. Em: 2023 International Joint Conference on Neural Networks (IJCNN), p. 1, 2023.
14.	DE SOUZA, ELVIS ; Freitas, Cláudia. Explorando variações no tagset e na anotação Universal Dependencies (UD) para Português: Possibilidades e resultados com base no treebank PetroGold. Em: Simpósio Brasileiro de Tecnologia da Informação e da Linguagem Humana, p. 125, 2023.
15.	DE SOUZA, ELVIS ; Freitas, Cláudia. Um pronome com muitas funções: Descrição e resultados da anotação do pronome -se em um treebank segundo o esquema Universal Dependencies (UD) para Português. Em: Simpósio Brasileiro de Tecnologia da Informação e da Linguagem Humana, p. 278-287, 2023.
16.	DE SOUZA, ELVIS ; Freitas, Cláudia. Annotation of fixed Multiword Expressions (MWEs) in a Portuguese Universal Dependencies (UD) treebank: Gathering candidates from three different sources. Em: Simpósio Brasileiro de Tecnologia da Informação e da Linguagem Humana, p. 434-442, 2023.
17.	DO CARMO, PAULO VIVIURKA ; MARX, EDGARD ; MARCACINI, RICARDO ; VALLI, MARILIA ; SILVA E SILVA, JOÃO VICTOR ; PILON, ALAN. NatUKE: A Benchmark for Natural Product Knowledge Extraction from Academic Literature. Em: 2023 IEEE 17th International Conference on Semantic Computing (ICSC), p. 199, 2023.
18.	DURAN, MAGALI ; LOPES, LUCELENE ; NUNES, Maria das Graças Volpe ; PARDO, THIAGO A.S.. The Dawn of the Porttinari Multigenre Treebank: Introducing its Journalistic Portion. Em: 14th Symposium in Information and Human Language Technology (STIL), v. 1, p. 115-124, 2023.
19.	DURAN, M. S. ; NUNES, M. G. V.. Aposições anafóricas e catafóricas no português e sua anotação no esquema Universal Dependencies. Em: Jornada de Descrição do Português - STIL, p. 268-277, 2023.
20.	DURAN, MAGALI ; NUNES, Maria das Graças Volpe ; PARDO, THIAGO A. S.. Construções sintáticas do português que desafiam a tarefa de parsing: uma análise qualitativa. Em: 2nd Edition of the Universal Dependencies Brazilian Festival (UDFest-BR), v. 1, p. 432-441, 2023.
21.	FIALHO COELHO, JEFFERSON ; RODRIGUES DE BARROS, MARCEL ; FABRICIO DEBERALDINI NETTO, CAIO ; MARINO MORENO, FELIPE ; PALMIRO DE FREITAS, LUCAS ; SPROESSER MATHIAS, MARLON ; GAGLIARDI COZMAN, FÁBIO ; Dottori, Marcelo ; SATOSHI GOMI, EDSON ; AOUN TANNURI, EDUARDO ; HELENA REALI COSTA, ANNA. Modeling Oceanic Variables With Graph-Guided Networks for Irregularly Sampled Multivariate Time Series. Em: ASME 2023 42nd International Conference on Ocean, 2023.
22.	GARCIA, CRISTIANO P. ; WEIGANG, LI ; Hirata, Nina S. T. ; NEUMANN, CL'VIS. ISUAM: Intelligent and Safe UAM with Deep Reinforcement Learning. Em: 2023 IEEE 29th International Conference on Parallel and Distributed Systems (ICPADS), p. 378, 2023.
23.	GAUY, MARCELO MATHEUS ; CAMARGO NETO, A. C. ; Finger, Marcelo. Discriminant Audio Properties in Deep Learning Based Respiratory Insufficiency Detection in Brazilian Portuguese. Em: 21st International Conference on Artificial Intelligence in Medicine, v. 13897, p. 271-275, 2023.
24.	GEH, Renato L. ; GONCALVES, Jonas L. ; Silveira, Igor C. ; Mauá, Denis Deratani ; Cozman, Fabio Gagliardi. dPASP: A Comprehensive Differentiable Probabilistic Answer Set Programming Environment For Neurosymbolic Learning and Reasoning. Em: Workshop on Knowledge and Logical Reasoning in the Era of Data-driven Learning (Workshop at ICML2023), p. 1-11, 2023.
25.	GÔLO, MARCOS PAULO SILVA ; DE MORAES, MARCELO ISAIAS ; GOULARTE, RUDINEI ; MARCACINI, RICARDO MARCONDES. On the Use of Early Fusion Operators on Heterogeneous Graph Neural Networks for One-Class Learning. Em: WebMedia '23: Brazilian Symposium on Multimedia and the Web, p. 128, 2023.
26.	JORGE, G. A. Z. ; PARDO, THIAGO A.S.. SteamBR: a dataset for game reviews and evaluation of a state-of-the-art method for helpfulness prediction. Em: XII Brazilian Workshop on Social Network Analysis and Mining (BraSNAM), v. 1, p. 210-215, 2023.
27.	LIMA, VITOR MESAQUE ALVES DE ; BARBOSA, JACSON RODRIGUES ; MARCACINI, RICARDO MARCONDES. MApp-IDEA: Monitoring App for Issue Detection and Prioritization. Em: SBES 2023: XXXVII Brazilian Symposium on Software Engineering, p. 180, 2023.
28.	LOPES, LUCELENE ; DURAN, MAGALI ; PARDO, THIAGO A. S.. Verifica-UD: a Verifier for Universal Dependencies Annotation for Portuguese. Em: 2nd Edition of the Universal Dependencies Brazilian Festival (UDFest-BR), v. 1, p. 451-460, 2023.
29.	LOPES, LUCELENE ; FERNANDES, P. ; INACIO, M. L. ; DURAN, MAGALI ; PARDO, THIAGO A.S.. Disambiguation of Universal Dependencies Part-of-Speech Tags of Closed Class Words in Portuguese. In the Proceedings of the 12th Brazilian Conference on Intelligent Systems (BRACIS). Em: 12th Brazilian Conference on Intelligent Systems (BRACIS), v. 1, p. 241-255, 2023.
30.	MAGALHAES, A. T. ; HIRATA, N. S. T.. Spider Species Classification Using Vision Transformers and Convolutional Neural Networks. Em: Workshop de Trabalho de Graduação - XXXVI Conference on Graphics, p. 172-175, 2023.
31.	Marinescu, Radu ; Bhattacharjya, Debarun ; Lee, Junkyu ; Cozman, Fabio Gagliardi ; Gray, Alexander. Credal Marginal MAP. Em: Neural Information Processing Systems - NeurIPS, v. 36, p. 47804-47815, 2023.
32.	MARINO MORENO, FELIPE ; FIALHO COELHO, JEFFERSON ; SPROESSER MATHIAS, MARLON ; RODRIGUES DE BARROS, MARCEL ; FABRICIO DEBERALDINI NETTO, CAIO ; PALMIRO DE FREITAS, LUCAS ; Dottori, Marcelo ; GAGLIARDI COZMAN, FÁBIO ; HELENA REALI COSTA, ANNA ; SATOSHI GOMI, EDSON ; AOUN TANNURI, EDUARDO. Echo State Networks for Surface Current Forecasting in a Port Access Channel. Em: ASME 2023 42nd International Conference on Ocean, 2023.
33.	Matos, Vinícius Bitencourt ; Grava, Ricardo ; Tavares, Rodrigo ; José, Marcos Menon ; Pirozelli, Paulo ; Brandão, Anarosa A. F. ; Peres, Sarajane M. ; Cozman, Fabio Gagliardi. Coordination within Conversational Agents with Multiple Sources. Em: Encontro Nacional de Inteligência Artificial e Computacional (ENIAC 2023), p. 939-953, 2023.
34.	Mauá, Denis Deratani ; Cozman, Fabio Gagliardi. Specifying credal sets with probabilistic answer set programming. Em: Symposium on Imprecise Probability: Theories and Applications, v. 215, p. 321-332, 2023.
35.	MINATEL, DIEGO ; DA SILVA, ANGELO CESAR MENDES ; DOS SANTOS, NÍCOLAS ROQUE ; CURI, MARIANA ; MARCACINI, RICARDO MARCONDES ; LOPES, ALNEU DE ANDRADE. Data stratification analysis on the propagation of discriminatory effects in binary classification. Em: Symposium on Knowledge Discovery, p. 73, 2023.
36.	MINATEL, DIEGO ; DOS SANTOS, NÍCOLAS ROQUE ; DA SILVA, ANGELO CESAR MENDES ; CÚRI, MARIANA ; MARCACINI, RICARDO MARCONDES ; LOPES, ALNEU DE ANDRADE. Unfairness in Machine Learning for Web Systems Applications. Em: WebMedia '23: Brazilian Symposium on Multimedia and the Web, p. 144, 2023.
37.	MUGNAINI, R. ; DAMACENO, R. J. P. ; DIGIAMPIETRI, L. A.. Nível de padronização dos títulos de revistas citadas na produção científica brasileira: bases SciELO e WoS entre 1998 e 2020. Em: Latmetrics - Simposio Latinoamericano sobre Estudios Métricos en Ciencia y Tecnología, 2023.
38.	NERI, HUGO ; Cozman, Fabio Gagliardi. Who Killed the Winograd Schema Challenge?. Em: 12th Brazilian Conference on Intelligent Systems, v. 3, p. 211-225, 2023.
39.	OLIVEIRA, F. S. ; CASANOVA, E. ; CANDIDO JUNIOR, A. ; GRIS, L. R. S. ; SOARES, A. S. ; GALVAO FILHO, A. R.. Evaluation of Speech Representations for MOS Prediction. Em: Text, p. 270-282, 2023.
40.	OLIVEIRA, F. S. ; CASANOVA, E. ; CANDIDO JUNIOR, A. ; SOARES, A. S. ; GALVAO FILHO, A. R.. CML-TTS: A Multilingual Dataset for Speech Synthesis in Low-Resource Languages. Em: Text, p. 188-199, 2023.
41.	OSAKU, D. ; CAMARGO, R. G. M. ; MARTINS, I. P. ; RIBEIRO, E. M. S. ; DELBEM, A. C. B. ; DOMENE, S. M. A. ; Marcacini, R. M. ; Solange Oliveira Rezende. Gestão de Dados de Políticas Públicas: o caso da avaliação de cardápios da Alimentação Escolar usando mineração de textos. Em: Anais do XIV Congresso Brasileiro de Agroinformática, p. 206-203, 2023.
42.	OSAKU, D. ; SANTOS, P. M. ; SANTOS, B. N. ; Solange Oliveira Rezende. Pasture degradation papers search: how can supervised and transdutive methods help on the process of classification?. Em: Anais do XX Encontro Nacional de Inteligência Artificial e Computacional, p. 403-417, 2023.
43.	PAGANO, A. S. ; DURAN, MAGALI ; PARDO, THIAGO A. S.. Enhanced dependencies para o português brasileiro. Em: 2nd Edition of the Universal Dependencies Brazilian Festival (UDFest-BR), v. 1, p. 461-470, 2023.
44.	Preto, Sandro ; MANYÀ, FELIP ; Finger, Marcelo. Benchmarking ¿ukasiewicz Logic Solvers with Properties of Neural Networks. Em: 2023 IEEE 53rd International Symposium on MultipleValued Logic (ISMVL), p. 158, 2023.
45.	Preto, Sandro ; MANYÀ, FELIP ; Finger, Marcelo. Linking ¿ukasiewicz Logic and Boolean Maximum Satisfiability. Em: 2023 IEEE 53rd International Symposium on MultipleValued Logic (ISMVL), p. 164, 2023.
46.	RIBEIRO, V. N. ; HIRATA, NINA S T. Combining YOLO and Visual Rhythm for Vehicle Counting. Em: Workshop de Trabalho de Graduação - XXXVI Conference on Graphics, p. 164-167, 2023.
47.	RODRIGUES, ROANA ; SOUZA, JACKSON WILKE DA CRUZ ; CARDOSO, PAULA CHRISTINA FIGUEIRA. Sinalizadores retórico-discursivos: revisitando a anotação RST no córpus CSTNews. Em: Simpósio Brasileiro de Tecnologia da Informação e da Linguagem Humana, p. 249-257, 2023.
48.	SARMENTO, A. H. A. ; PONTI, M.A.. A Cross-Dataset Study on the Brazilian Sign Language Translation. Em: ICCV Workshop on Closing the Loop Between Vision and Language, v. 1, p. 2816-2820, 2023.
49.	SCALERCIO, ARTHUR ; Freitas, Cláudia. Proposta e Avaliação Linguística de Técnicas de Aumento de Dados. Em: Simpósio Brasileiro de Tecnologia da Informação e da Linguagem Humana, p. 207-223, 2023.
50.	SCANDAROLLI, CLARISSA LENINA ; DI FELIPPO, ARIANI ; ROMAN, NORTON TREVISAN ; PARDO, THIAGO A. S.. Tipologia de fenômenos ortográficos e lexicais em CGU: o caso dos tweets do mercado financeiro. Em: Simpósio Brasileiro de Tecnologia da Informação e da Linguagem Humana, v. 1, p. 240-248, 2023.
51.	SILVA, D. P. G. ; PARDO, THIAGO A. S.. Indução Gramatical para o Português: a Contribuição da Informação Mútua para Descoberta de Relações de Dependência. Em: VIII Jornada de Descrição do Português (JDP), v. 1, p. 298-307, 2023.
52.	SILVA, EMANUEL HUBER ; PARDO, THIAGO ALEXANDRE SALGUEIRO ; ROMAN, NORTON TREVISAN. Etiquetagem morfossintática multigênero para o português do Brasil segundo o modelo 'Universal Dependencies'. Em: Simpósio Brasileiro de Tecnologia da Informação e da Linguagem Humana, v. 1, p. 63-73, 2023.
53.	SILVA, M. C. R. ; OLIVEIRA, V. A. ; PARDO, THIAGO A.S.. A Sentiment Analysis Benchmark for Automated Machine Learning Applications and a Proof of Concept in Hate Speech Detection. Em: 14th Symposium in Information and Human Language Technology (STIL), v. 1, p. 199-206, 2023.
54.	SILVA, M. C. R. ; OLIVEIRA, V. A. ; PARDO, THIAGO A.S.. A Sentiment Analysis Benchmark for Automated Machine Learning Applications. Em: IEEE 22nd International Conference on Machine Learning and Applications (ICMLA), v. 1, p. 1487-1494, 2023.
55.	SOLER, DIEGO ; Hirata, Roberto ; ESPADOTO, MATEUS. Modeling and Interpreting 6-D Object Pose Estimation. Em: 2023 IEEE International Conference on Image Processing (ICIP), p. 2325, 2023.
56.	SPROESSER MATHIAS, MARLON ; DEBERALDINI NETTO, CAIO FABRICIO ; MARINO MORENO, FELIPE ; FIALHO COELHO, JEFFERSON ; PALMIRO DE FREITAS, LUCAS ; RODRIGUES DE BARROS, MARCEL ; CARDOZO DE MELLO, PEDRO ; Dottori, Marcelo ; GAGLIARDI COZMAN, FÁBIO ; REALI COSTA, ANNA HELENA ; COSTA NOGUEIRA JUNIOR, ALBERTO ; SATOSHI GOMI, EDSON ; AOUN TANNURI, EDUARDO. A Physics-Informed Neural Operator for the Simulation of Surface Waves. Em: ASME 2023 42nd International Conference on Ocean, 2023.
57.	THAPA, S. ; JAFRI, F. A. ; HURRIYETOĞ ; VARGAS, F. A. ; LEE, R. K. ; NASEEM, U.. Multimodal Hate Speech Event Detection. Em: 6th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text, p. 151-159, 2023.
58.	VARGAS, F. A. ; CARVALHO, I. ; HURRIYETOGLU, A. ; PARDO, THIAGO A.S. ; BENEVENUTO, F.. Socially Responsible Hate Speech Detection: Can Classifiers Reflect Social Stereotypes?. Em: 14th Conference on Recent Advances in Natural Language Processing (RANLP), v. 1, p. 1187-1196, 2023.
59.	VARGAS, F. A. ; CARVALHO, I. ; SCHMEISSER-NIETO, W. ; BENEVENUTO, F. ; PARDO, THIAGO A. S.. NoHateBrazil: A Brazilian Portuguese Text Offensiveness Analysis System. Em: 14th Conference on Recent Advances in Natural Language Processing (RANLP), v. 1, p. 1180-1186, 2023.
60.	VARGAS, F. A. ; JAIDKA, K. ; PARDO, THIAGO A. S. ; BENEVENUTO, F.. Predicting Sentence-Level Factuality of News and Bias of Media Outlets. Em: 14th Conference on Recent Advances in Natural Language Processing (RANLP), v. 1, p. 1197-1206, 2023.

2022

1.	ALUÍSIO, S. M. ; CAMARGO NETO, A. C. ; CASANOVA, E. ; SVARTMAN, F. F. ; FERREIRA, R. C. ; FINGER, M. ; GOLDMAN, A. ; PEREIRA, P. L. ; LEVIN, A. S. ; GAUY, M. M. ; MARTINS, M. V. M. ; QUEIROZ, M. ; MEDEIROS, B. R. ; SABINO, E. C. ; CANDIDO JUNIOR, A. ; FERNANDES JUNIOR, R. C. ; GRIS, L. R. S. ; SILVA, D. P. P. ; SPAZZAPAN, E. A. ; BERTI, L. C. ; et.al. Detecting Respiratory Insufficiency Via Voice Analysis: The Spira Project. Em: Practical Machine Learning for Developing Countries on the Tenth International Conference on Learning Representations, v. 1, 2022.
2.	ANCHIÊTA, RAFAEL T. ; PARDO, THIAGO A.S.. Abstract Meaning Representation Parsing for the Brazilian Portuguese Language. Em: International Conference on Computational Processing of Portuguese (PROPOR), v. 1, p. 429-434, 2022.
3.	Bisinotto, Gustavo Alencar ; Cotrim, Lucas P. ; Cozman, Fabio Gagliardi ; Tannuri, Eduardo Aoun. Assessment of Sea State Estimation with Convolutional Neural Networks Based on the Motion of a Moored FPSO Subjected to High‑Frequency Wave Excitation. Em: 41st Ocean, p. 1-10, 2022.
4.	BRAGA, F. C. ; ROMAN, N. T. ; Gonçalves, D.A.F.. The Effects of Under and Over Sampling in Exoplanet Transit Identification with Low Signal-to-Noise Ratio Data. Em: 11th Brazilian Conference on Intelligent Systems (BRACIS 2022), v. 13653, p. 107-121, 2022.
5.	CABEZUDO, M. A. S. ; PARDO, THIAGO A.S.. Exploring a POS-based Two-stage Approach for Improving Low-Resource AMR-to-Text Generation. Em: 2nd Workshop on Natural Language Generation, v. 1, p. 531-538, 2022.
6.	CASANOVA, E. ; WEBER, J. ; SHULBY, C. ; CANDIDO JUNIOR, A. ; GÖLGE, E. ; PONTI, M. A.. YourTTS: Towards Zero-Shot Multi-Speaker TTS and Zero-Shot Voice Conversion for Everyone. Em: International Conference on Machine Learning, v. 162, p. 2709-2720, 2022.
7.	CASTRO, AUGUSTO ; GRASSI JR., VALDIR ; PONTI, MOACIR. Deep Depth Completion of Low-cost Sensor Indoor RGB-D using Euclidean Distance-based Weighted Loss and Edge-aware Refinement. Em: 17th International Conference on Computer Vision Theory and Applications, p. 204, 2022.
8.	CORVINO, GABRIEL ; OLIVEIRA, VITOR VASCONCELOS ; MENDES DA SILVA, ANGELO C. ; MARCACINI, RICARDO MARCONDES. On the use of Query by Committee for Human-in-the-Loop Named Entity Recognition. Em: Symposium on Knowledge Discovery, p. 106, 2022.
9.	DA SILVA OLIVEIRA, GIOVANNI APARECIDO ; LIMA, PRISCILA SERRA SILVA ; KON, FABIO ; TERADA, ROUTO ; BATISTA, DANIEL MACEDO ; Hirata, Roberto ; HAMDAN, MOSAB. A Stacked Ensemble Classifier for an Intrusion Detection System in the Edge of IoT and IIoT Networks. Em: 2022 IEEE LatinAmerican Conference on Communications (LATINCOM), p. 1, 2022.
10.	DA SILVA, F. X. B. ; GUIMARÃES, G. M. C. ; MARCACINI, R. M. ; QUEIROZ, A. L. ; R. P. BORGES, V. ; FALEIROS, T. P. ; GARCIA, L. P. F.. Named Entity Recognition Approaches Applied to Legal Document Segmentation. Em: Symposium on Knowledge Discovery, p. 210, 2022.
11.	DE OLIVEIRA, FREDERICO SANTOS ; DE CARVALHO, MARCELO ; CAMPOS, PEDRO HENRIQUE TANCREDO ; DA SILVA SOARES, ANDERSON ; JUNIOR, ARNALDO CANDIDO ; DA SILVA QUIRINO, ANA CLAUDIA RODRIGUES. PTL-AI Furnas Dataset: A Public Dataset for Fault Detection in Power Transmission Lines Using Aerial Images. Em: 2022 35th SIBGRAPI Conference on Graphics, p. 7, 2022.
12.	Deberaldini Netto, Caio Fabrício ; Barros, Marcel R. de ; Coelho, Jefferson F. ; Freitas, Lucas P. de ; Mathias, Marlon S. ; Schiaveto Neto, Luiz A. ; Dottori, Marcelo ; Cozman, Fabio Gagliardi ; COSTA, Anna Helena Reali ; Gomi, Edson Satoshi ; Tannuri, Eduardo Aoun. Modeling Oceanic Variables with Dynamic Graph Neural Networks. Em: IJCAI Workshop: AI Modeling Oceans and Climate Change (AIMOCC 2022), p. 1-10, 2022.
13.	ELIAS, ERIK MIGUEL DE ; CARRIEL, VINICIUS SANCHES ; DE OLIVEIRA, GUILHERME WERNECK ; DOS SANTOS, ALDRI LUIZ ; NOGUEIRA, MICHELE ; JUNIOR, ROBERTO HIRATA ; BATISTA, DANIEL MACEDO. A Hybrid CNN-LSTM Model for IIoT Edge Privacy-Aware Intrusion Detection. Em: 2022 IEEE LatinAmerican Conference on Communications (LATINCOM), p. 1, 2022.
14.	FERNANDES, J. ; CANDIDO JUNIOR, A. ; FREITAS, D. ; TEIXEIRA, J. P.. Smart Data Driven System for Pathological Voices Classification. Em: Optimization, p. 419-426, 2022.
15.	Finger, Marcelo; GAUY, M. M.. Pretrained audio neural networks for Speech emotion recognition in Portuguese. Em: Speech Emotion Recognition in Portuguese, 2022.
16.	Finger, Marcelo; SOUSA, M. C. P. ; STURZENEKER, M. ; CRESPO, M. C. ; ROCHA, M. L. ; MONTE, V. M. ; NAMIUTI, C.. Carolina?s Methodology: building a large corpus with provenance and typology information. Em: Second Workshop on Digital Humanities and Natural Language Processing, v. 3128, p. 53-58, 2022.
17.	GOMES, ISABELLA MARIA ALONSO ; ROMAN, NORTON TREVISAN. How aspects of similar datasets can impact distributional models. Em: Encontro Nacional de Inteligência Artificial e Computacional, p. 579, 2022.
18.	GRIS, LUCAS RAFAEL STEFANEL ; CANDIDO JUNIOR, ARNALDO ; SANTOS, VINÍCIUS G. DOS ; DIAS, BRUNO A. PAPA ; LEITE, MARLI QUADROS ; SVARTMAN, FLAVIANE ROMANI FERNANDES ; ALUÍSIO, SANDRA. Bringing NURC/SP to Digital Life: the Role of Open-source Automatic Speech Recognition Models. Em: XIX ENCONTRO NACIONAL DE INTELIGÊNCIA ARTIFICIAL E COMPUTACIONAL (ENIAC), p. 330-341, 2022.
19.	GRIS, L. R. S. ; CASANOVA, E. ; OLIVEIRA, F. S. ; SOARES, A. S. ; CANDIDO JUNIOR, A.. Brazilian Portuguese Speech Recognition Using Wav2vec 2.0. Em: International Conference on the Computational Processing of Portuguese, 2022.
20.	GÔLO, MARCOS P. S. ; MORAES, LEONARDO G. ; GOULARTE, RUDINEI ; MARCACINI, RICARDO M.. One-Class Recommendation through Unsupervised Graph Neural Networks for Link Prediction. Em: Symposium on Knowledge Discovery, p. 146, 2022.
21.	HAYASHI, SERGIO Y. ; Hirata, Nina S. T.. Understanding attention-based encoder-decoder networks: a case study with chess scoresheet recognition. Em: 2022 26th International Conference on Pattern Recognition (ICPR), p. 1586, 2022.
22.	HURRIYETOĞ ; MUTLU, O. ; ̧ ; UCA, O. ; GUREL, A. S. ; RADFORD, B. ; DAI, Y. ; HETTIARACHCHI, H. ; STOEHR, N. ; NOMOTO, T. ; SLAVCHEVA, M. ; VARGAS, F. A. ; JAVID, A. ; BEYHAN, F. ; YORUK, E.. Extended Multilingual Protest News Detection. Em: 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text, p. 223-228, 2022.
23.	IOSTE, A. ; Finger, Marcelo. Establishing the Parameters of a Decentralized Neural Machine Learning Model. Em: ENCONTRO NACIONAL DE INTELIGÊNCIA ARTIFICIAL E COMPUTACIONAL (ENIAC), p. 401-412, 2022.
24.	José, Marcos Menon ; José, Marcelo Archanjo ; MAUA, D. D. ; Cozman, Fabio Gagliardi. Integrating Question Answering and Text-to-SQL in Portuguese. Em: 15th International Conference on Computational Processing of the Portuguese Language (PROPOR 2022), p. 278-287, 2022.
25.	KIM, YOUNGJOO ; ESPADOTO, MATEUS ; TRAGER, SCOTT ; ROERDINK, JOS ; TELEA, ALEXANDRU. SDR-NNP: Sharpened Dimensionality Reduction with Neural Networks. Em: 13th International Conference on Information Visualization Theory and Applications, p. 63, 2022.
26.	Ligabue, Pedro de M. ; Brandão, Anarosa A. F. ; Peres, Sarajane M. ; Cozman, Fabio Gagliardi ; Pirozelli, Paulo. BlabKG: a Knowledge Graph for the Blue Amazon. Em: IEEE International Conference on Knowledge Graph (ICKG), p. 1-8, 2022.
27.	LIRA, T. ; Finger, Marcelo. Bayesian Neural Models for Time-Series Prediction of CS28 Compressive Strength in Cement Manufacturing. Em: ENCONTRO NACIONAL DE INTELIGÊNCIA ARTIFICIAL E COMPUTACIONAL (ENIAC), p. 660-669, 2022.
28.	LOPES, L. ; DURAN, M. ; FERNANDES, P. ; PARDO, THIAGO A.S.. PortiLexicon-UD: a Portuguese Lexical Resource according to Universal Dependencies Model. Em: 13th Edition of the Language Resources and Evaluation Conference (LREC), v. 1, p. 6635-6643, 2022.
29.	MACHADO, M. T. ; PARDO, THIAGO A. S.. NILC at ABSAPT 2022: Aspect Extraction for Portuguese. Em: IberLEF Shared Task on Aspect-Based Sentiment Analysis in Portuguese (ABSAPT), v. 3202, p. 1-10, 2022.
30.	MACHADO, M. T. ; PARDO, THIAGO A.S.. Evaluating Methods for Extraction of Aspect Terms in Opinion Texts in Portuguese - the Challenges of Implicit Aspects. Em: 13th Edition of the Language Resources and Evaluation Conference (LREC), v. 1, p. 3819-3828, 2022.
31.	MACHADO, M. T. ; PARDO, THIAGO A.S. ; RUIZ, E. E. S. ; DI FELIPPO, Ariani ; VARGAS, F. A.. Implicit opinion aspect clues in Portuguese texts: analysis and categorization. Em: International Conference on Computational Processing of Portuguese (PROPOR) (LNAI 13208), v. 01, p. 68-78, 2022.
32.	Mathias, Marlon S. ; ALMEIDA, W. P. ; Coelho, Jefferson F. ; Freitas, Lucas P. de ; Moreno, Felipe Marino ; Deberaldini Netto, Caio Fabrício ; Cozman, Fabio Gagliardi ; COSTA, Anna Helena Reali ; Tannuri, Eduardo Aoun ; Gomi, Edson Satoshi ; Dottori, Marcelo. Augmenting a Physics-Informed Neural Network for the 2D Burgers Equation by Addition of Solution Data Points. Em: Brazilian Conference on Intelligent Systems (BRACIS), v. 2, p. 388-401, 2022.
33.	Mathias, Marlon S. ; Barros, Marcel R. de ; Coelho, Jefferson F. ; Freitas, Lucas P. de ; Moreno, Felipe Marino ; Deberaldini Netto, Caio Fabrício ; Cozman, Fabio Gagliardi ; COSTA, Anna Helena Reali ; Tannuri, Eduardo Aoun ; Gomi, Edson Satoshi ; Dottori, Marcelo. A Physics-Informed Neural Network to Model Port Channels. Em: IJCAI Workshop: AI Modeling Oceans and Climate Change (AIMOCC 2022), p. 1-9, 2022.
34.	MENDES DA SILVA, ANGELO CESAR ; GÔLO, MARCOS PAULO SILVA ; MARCACINI, RICARDO MARCONDES. Unsupervised Heterogeneous Graph Neural Network for Hit Song Prediction through One Class Learning. Em: Symposium on Knowledge Discovery, p. 202, 2022.
35.	MIRANDA, L. G. M. ; PARDO, THIAGO A.S.. UDConcord: A Concordancer for Universal Dependencies Treebanks. Em: Universal Dependencies Brazilian Festival (UDFest-BR), v. 1, p. 1-10, 2022.
36.	MORAES, LEONARDO ; MARCACINI, RICARDO MARCONDES ; GOULARTE, RUDINEI. Video Summarization using Text Subjectivity Classification. Em: WebMedia '22: Brazilian Symposium on Multimedia and Web, p. 133, 2022.
37.	Moreno, Felipe Marino ; Cozman, Fabio Gagliardi ; Tannuri, Eduardo Aoun. Automatic Clustering of Metocean Conditions in the Brazilian Coast. Em: 41st Ocean, p. 1-10, 2022.
38.	Moreno, Felipe Marino ; Deberaldini Netto, Caio Fabrício ; Barros, Marcel R. de ; Coelho, Jefferson F. ; Freitas, Lucas P. de ; Mathias, Marlon S. ; Schiaveto Neto, Luiz A. ; Dottori, Marcelo ; Cozman, Fabio Gagliardi ; COSTA, Anna Helena Reali ; Gomi, Edson Satoshi ; Tannuri, Eduardo Aoun. Enhancing Oceanic Variables Forecast in the Santos Channel by Estimating Model Error with Random Forests. Em: IJCAI Workshop: AI Modeling Oceans and Climate Change (AIMOCC 2022), p. 1-10, 2022.
39.	Moreno, Felipe Marino ; Schiaveto Neto, Luiz A. ; Cozman, Fabio Gagliardi ; Dottori, Marcelo ; Tannuri, Eduardo Aoun. Enhancing Forecast of Ocean Physical Variables through Physics Informed Machine Learning in the Santos Estuary, Brazil. Em: OCEANS - Chennai Conference, p. 1-7, 2022.
40.	MUGNAINI, ROGÉRIO ; SANTANNA FILHO, M. J. ; DAMACENO, R. J. P.. Área de biodiversidade e a produção sobre a Amazônia: Especialidade e centralidade de PPGs. Em: Encontro Brasileiro de Bibliometria e Cientometria, v. 8, p. 600-607, 2022.
41.	NANCLAREZ, RUBEM G. ; ROMAN, NORTON T. ; SILVA, FERNANDO J. V. DA. Generalizing over data sets: a preliminary study with BERT for Natural Language Inference. Em: Encontro Nacional de Inteligência Artificial e Computacional, p. 602, 2022.
42.	NUNES, IAN ; PEREIRA, MATHEUS B. ; OLIVEIRA, HUGO ; DOS SANTOS, JEFERSSON A. ; POGGI, MARCUS. Conditional Reconstruction for Open-Set Semantic Segmentation. Em: 2022 IEEE International Conference on Image Processing (ICIP), p. 946, 2022.
43.	NUNES, IAN M. ; POGGI, MARCUS ; OLIVEIRA, HUGO ; PEREIRA, MATHEUS B. ; SANTOS, JEFERSSON A. DOS. Deep Open-Set Segmentation in Visual Learning. Em: 2022 35th SIBGRAPI Conference on Graphics, p. 314, 2022.
44.	OLIVEIRA, A. A. A. M. ; WANG, Z. ; HIRATA JUNIOR, ROBERTO. Locating Urban Trees Near Electric Wires Using Google Street View Photos: A New Dataset and a Semi-Supervised Learning Approach in the Wild. Em: Computer Vision and Pattern Recognition - Workshops, p. 4286-4294, 2022.
45.	OLIVEIRA, ARTUR ; ESPADOTO, MATEUS ; HIRATA JR., ROBERTO ; TELEA, ALEXANDRU. SDBM: Supervised Decision Boundary Maps for Machine Learning Classifiers. Em: 13th International Conference on Information Visualization Theory and Applications IVAPP, p. 77-87, 2022.
46.	OLIVEIRA, HUGO ; Cesar, Roberto M. ; GAMA, PEDRO H. T. ; SANTOS, JEFERSSON A. DOS. Domain Generalization in Medical Image Segmentation via Meta-Learners. Em: 2022 35th SIBGRAPI Conference on Graphics, p. 288, 2022.
47.	OLIVEIRA, R. A. ; SCHEEREN, M. H. ; RODRIGUES, P. J. S. ; CANDIDO JUNIOR, A. ; PAULA FILHO, P. L.. Super-Resolution Face Recognition: An Approach Using Generative Adversarial Networks and Joint-Learn. Em: Optimization, p. 747-762, 2022.
48.	PERIN, G. J. ; NAKAZONO, L M I ; MENDES DE OLIVEIRA, C ; HIRATA, N. S. T.. Combinação de Dados Tabulares e Imagens para a Classificação de Objetos Astronômicos. Em: Workshop de Trabalho de Graduação - XXXVI Conference on Graphics, p. 160-163, 2022.
49.	Pirozelli, Paulo ; Brandão, Anarosa A. F. ; Peres, Sarajane M. ; Cozman, Fabio Gagliardi. To Answer or not to Answer? Filtering Questions for QA Systems. Em: Brazilian Conference on Intelligent Systems (BRACIS), v. 2, p. 464-478, 2022.
50.	Pirozelli, Paulo ; Castro, Ais B. R. ; Oliveira, Ana Luiza C. d ; Oliveira, André Seidel ; Cação, Flavio Nakasato ; Silveira, Igor C. ; Campos, João Gabriel Moura ; Motheo, Laura C. ; Figueiredo, Leticia F. ; Pellicer, Lucas F. A. O. ; José, Marcelo Archanjo ; José, Marcos Menon ; Ligabue, Pedro de M. ; Grava, R. S. ; Tavares, Rodrigo M. ; Matos, Vinicius B. ; Sym, Yan Vianna ; COSTA, Anna Helena Reali ; Brandão, Anarosa A. F. ; COZMAN, F. G.. The BLue Amazon Brain (BLAB): A Modular Architecture of Services about the Brazilian Maritime Territory. Em: IJCAI Workshop: AI Modeling Oceans and Climate Change (AIMOCC 2022), p. 1-11, 2022.
51.	REIS FILHO, I. ; MARTINS, L. H. D. ; PARMEZAN, A. R. S. ; MARCACINI, R. M. ; REZENDE, S. O.. Sequential Short-Text Classification from Multiple Textual Representations with Weak Supervision. Em: Brazilian Conference on Intelligent Systems, 2022.
52.	Rocha, Victor Hugo Nascimento ; Cozman, Fabio Gagliardi. A Credal Least Undefined Stable Semantics for Probabilistic Logic Programs and Probabilistic Argumentation. Em: 19th International Conference on Principles of Knowledge Representation and Reasoning (KR), p. 1-10, 2022.
53.	Rocha, Victor Hugo Nascimento ; Cozman, Fabio Gagliardi. Bipolar Argumentation Frameworks with Explicit Conclusions: Connecting Argumentation and Logic Programming. Em: International Workshop on Non-Monotonic Reasoning (NMR), p. 1-10, 2022.
54.	RODRIGUES, ANA CAROLINA ; MARCACINI, RICARDO M.. Sentence Similarity Recognition in Portuguese from Multiple Embedding Models. Em: 2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA), p. 154, 2022.
55.	Santos, D. ; HIGUCHI, S. ; FREITAS, CLÁUDIA. Identifying family ties among politicians: Challenges of information extraction evaluation. Em: Second Workshop on Digital Humanities and Natural Language Processing (2nd DHandNLP 2022), v. 3128, p. 65-69, 2022.
56.	SANTOS, E. S. ; TEIXEIRA, J. P. ; MENDONÇA, S. N. T. G. ; CANDIDO JUNIOR, A. ; PAULA FILHO, P. L.. Image Processing of Petri Dishes for Counting Microorganisms. Em: Optimization, p. 763-775, 2022.
57.	SANTOS, VINÍCIUS G. ; ALVES, CAROLINE ADRIANE ; CARLOTTO, BRUNO BALDISSERA ; PAPA DIAS, BRUNO ANGELO ; STEFANEL GRIS, LUCAS RAFAEL ; LIMA IZAIAS, RENAN DE ; AZEVEDO DE MORAIS, MARIA LUIZA ; MARIN DE OLIVEIRA, PAULA ; SICOLI, RAFAEL ; SVARTMAN, FLAVIANE ROMANI FERNANDES ; LEITE, MARLI QUADROS ; ALUÍSIO, Sandra Maria. CORAA NURC-SP Minimal Corpus: a manually annotated corpus of Brazilian Portuguese spontaneous speech. Em: IberSPEECH 2022, v. 1, p. 161-165, 2022.
58.	SCHEEREN, M. H. ; ALMEIDA, M. A. G. ; FRANCO, R. A. P. ; CANDIDO JUNIOR, A. ; PAULA FILHO, P. L.. Geração de Imagens Sintéticas para a Segmentação de Folhas de Café Usando Aprendizado Profundo. Em: Congresso Internacional da Agroindústria 2022, 2022.
59.	SILVA, A. C. M. ; SILVA, D. F. ; MARCACINI, R. M.. Heterogeneous Graph Neural Network for Music Emotion Recognition. Em: 23rd International Society for Music Information Retrieval Conference (ISMIR 2022), 2022.
60.	SILVA, J. M. C. ; REZENDE, P. M. B. ; PONTI, M. A.. Detecting and mitigating issues in image-based COVID-19 diagnosis. Em: Workshop on Healthcare AI and COVID-19, v. 184, p. 127-135, 2022.
61.	SOUSA, ROGÉRIO F. DE ; PARDO, THIAGO A.S.. Evaluating Content Features and Classification Methods for Helpfulness Prediction of Online Reviews: Establishing a Benchmark for Portuguese. Em: 12th Workshop on Computational Approaches to Subjectivity, v. 1, p. 204-213, 2022.
62.	SOUZA, E. ; FREITAS, CLÁUDIA. Still on arguments and adjuncts: the status of the indirect object and the adverbial adjunct relations in Universal Dependencies for Portuguese. Em: Universal Dependencies Brazilian Festival (UDFest-BR), p. 1-10, 2022.
63.	SOUZA, E. ; FREITAS, CLÁUDIA. Polishing the gold ? how much revision do we need in treebanks?. Em: Universal Dependencies Brazilian Festival (UDFest-BR), p. 1-11, 2022.
64.	Sym, Yan Vianna ; Campos, João Gabriel Moura ; Cozman, Fabio Gagliardi. An Automated Journalist Covering the Blue Amazon. Em: International Natural Language Generation Conference (INLG), p. 1-3, 2022.
65.	Sym, Yan Vianna ; José, Marcos Menon ; Cozman, Fabio Gagliardi. Comparing Computational Architectures for Automated Journalism. Em: XIX Encontro Nacional de Inteligência Artificial e Computacional, p. 377-388, 2022.
66.	VARGAS, F. A. ; CARVALHO, I. ; GOES, F. ; PARDO, THIAGO A.S. ; BENEVENUTO, F.. HateBR: A Large Expert Annotated Corpus of Brazilian Instagram Comments for Offensive Language and Hate Speech Detection. Em: 13th Edition of the Language Resources and Evaluation Conference (LREC), v. 1, p. 7174-7183, 2022.
67.	VARGAS, F. A.; CARVALHO, I. ; GÓES, F. ; PARDO, T. A. S. ; BENEVENUTO, F.. HateBR: A Large Expert Annotated Corpus of Brazilian Instagram Comments for Abusive Language Detection. Em: 13th International Conference on Language Resources and Evaluation, p. 7174-7183, 2022.
68.	VARGAS, F. A. ; D?ALESSANDRO, J. ; RABINOVICH, Z. ; BENEVENUTO, F. ; PARDO, THIAGO A.S.. Rhetorical Structure Approach for Online Deception Detection: A Survey. Em: 13th Edition of the Language Resources and Evaluation Conference (LREC), v. 1, p. 5906-5915, 2022.

2021

1.	ABELLO, ANTONIO AUGUSTO ; HIRATA JR., R. ; WANG, Z.. Dissecting the High-Frequency Bias in Convolutional Neural Networks. Em: Computer Vision and Pattern Recognition - CVPR, v. 1, p. 863-871, 2021.
2.	ALVES, TATIANE VIEIRA ; DA HORA RODRIGUES, KAMILA RIOS ; PONTI, MOACIR ANTONELLI. Interactive protocol for acquisition of migraine diaries with a mobile app and machine learning data analysis. Em: IHC '21: XX Brazilian Symposium on Human Factors in Computing Systems, p. 1, 2021.
3.	ARAUJO, A. ; MARCACINI, R. M.. RE-BERT: Automatic Extraction of Software Requirements from App Reviews using BERT Language Model. Em: The 36th ACM/SIGAPP Symposium On Applied Computing, p. 1321-1328, 2021.
4.	ARAUJO, A. ; MARCACINI, R. M.. Hierarchical Cluster Labeling of Software Requirements using Contextual Word Embeddings. Em: Brazilian Symposium on Software Engineering (SBES) - IIER TRACK, 2021.
5.	ARBEX, GUSTAVO VITRAL ; MACHADO, KETLY GONCALVES ; NOGUEIRA, MICHELE ; BATISTA, DANIEL M. ; Hirata, Roberto. IoT DDoS Detection Based on Stream Learning. Em: 2021 12th International Conference on Network of the Future (NoF), p. 1, 2021.
6.	BARZILAY, ALAN ; MARTINELLI, CAIO L. ; NOGUEIRA, MICHELE ; BATISTA, DANIEL M. ; Hirata, Roberto. AnubisFlow: A Feature Extractor for Distributed Denial of Service Attack Classification. Em: 2021 12th International Conference on Network of the Future (NoF), p. 1, 2021.
7.	BECHER, A. R. ; PONTI, M. A.. Optimization Matters: Guidelines to Improve Representation Learning with Deep Networks. Em: XVIII Encontro Nacional de Inteligência Artificial e Computacional, 2021.
8.	BERTI, L. C. ; SPAZZAPAN, E. A. ; LEYTON, P. ; QUEIROZ, M. G. ; FERNANDES-SVARTMAN, F. ; MEDEIROS, B. R. ; MARTINS, M. ; FERREIRA, L. S. ; SILVA, I. G. G. ; Finger, Marcelo. Mudanças nos parâmetros acústicos da voz em brasileiros com COVID-19. Em: XXIX CONGRESSO BRASILEIRO E XI CONGRESSO INTERNACIONAL DE FONOAUDIOLOGIA, 2021.
9.	Bisinotto, Gustavo A. ; Cotrim, Lucas P. ; Cozman, Fabio Gagliardi ; Tannuri, Eduardo Aoun. Sea State Estimation with Neural Networks Based on the Motion of a Moored FPSO Subjected to Campos Basin Metocean Conditions. Em: Brazilian Conference on Intelligent Systems, v. 2, p. 294-308, 2021.
10.	BLANGER, LEONARDO ; Hirata, Nina S. T. ; JIANG, XIAOYI. Reducing the need for bounding box annotations in Object Detection using Image Classification data. Em: 2021 34th SIBGRAPI Conference on Graphics, p. 199, 2021.
11.	BONA, Glauber de ; Rocha, Victor Hugo Nascimento ; Cozman, Fabio Gagliardi. Epistemic Argumentation with Conditional Probabilities and Labeling Constraints. Em: International Symposium on Imprecise Probabilities Theories and Applications, v. 147, p. 100-109, 2021.
12.	CAMARGO, AUGUSTO ; CARVALHO, WESLEY ; PERESSIM, FELIPE ; BARZILAY, ALAN ; Finger, Marcelo. Text-to-hashtag Generation using Seq2Seq Learning. Em: Brazilian eScience Workshop, p. 121, 2021.
13.	Carmo, Vinícius Cleves de Oliveira ; Melo, Vinícius Toquetti de ; Gonçalves, Flavio Pol ; Cunha, Rodrigo da Silva ; Santos, Ismael Ferreira dos ; Barreira, Rodrigo Augusto ; Cozman, Fabio Gagliardi ; Gomi, Edson Satoshi. Comparing Statistical and Neural Question Answering in Offshore Enginnering. Em: 42nd Ibero-Latin-American Congress on Computational Methods in Engineering (XLII CILAMCE), p. 1-7, 2021.
14.	CASANOVA, E. ; CANDIDO JUNIOR, A. ; SHULBY, C. ; OLIVEIRA, F. S. ; Gris, L.S. ; SILVA, H. P. ; ALUÍSIO, Sandra Maria ; PONTI, M. A.. Speech2Phone: A Novel and Efficient Method for Training Speaker Recognition Models. Em: The 10th Brazilian Conference on Intelligent Systems (BRACIS 2021), v. 1, p. 1-14, 2021.
15.	CASANOVA, E. ; WEBER, J. ; SHULBY, C. D. ; CANDIDO JUNIOR, A. ; GOLGE, E. ; PONTI, M. A.. Yourtts: Towards zero-shot multi-speaker tts and zero-shot voice conversion for everyone. Em: International Conference on Machine Learning, p. 2709-2720, 2021.
16.	CASANOVA, EDRESSON ; CANDIDO JR., ARNALDO ; FERNANDES JR., RICARDO CORSO ; FINGER, MARCELO ; GRIS, LUCAS RAFAEL STEFANEL ; PONTI, MOACIR ANTONELLI ; PINTO DA SILVA, DANIEL PEIXOTO. Transfer Learning and Data Augmentation Techniques to the COVID-19 Identification Tasks in ComParE 2021. Em: Interspeech 2021, p. 446, 2021.
17.	CASANOVA, EDRESSON ; GRIS, LUCAS ; CAMARGO, AUGUSTO ; DA SILVA, DANIEL ; GAZZOLA, MURILO ; SABINO, ESTER ; LEVIN, ANNA ; CANDIDO JR, ARNALDO ; ALUISIO, SANDRA ; FINGER, Marcelo. Deep Learning against COVID-19: Respiratory Insufficiency Detection in Brazilian Portuguese Speech. Em: Findings of the Association for Computational Linguistics: ACLIJCNLP 2021, p. 625-633, 2021.
18.	CASANOVA, EDRESSON ; SHULBY, CHRISTOPHER ; GÖLGE, EREN ; MÜLLER, NICOLAS MICHAEL ; Oliveira, Frederico Santos de ; CANDIDO JR., ARNALDO ; SOARES, ANDERSON DA SILVA ; ALUISIO, SANDRA MARIA ; Ponti, Moacir Antonelli. SC-GlowTTS: An Efficient Zero-Shot Multi-Speaker Text-To-Speech Model. Em: Interspeech 2021, p. 3645-3649, 2021.
19.	CAVALLARI, GABRIEL B. ; Ponti, Moacir A.. Semi-supervised siamese network using self-supervision under scarce annotation improves class separability and robustness to attack. Em: 2021 34th SIBGRAPI Conference on Graphics, p. 223, 2021.
20.	Cação, Flavio Nakasato ; José, Marcos Menon ; Oliveira, André Seidel ; Spindola, Stefano ; COSTA, Anna Helena Reali ; Cozman, Fabio Gagliardi. DEEPAGÉ: Answering Questions in Portuguese About the Brazilian Environment. Em: Brazilian Conference on Intelligent Systems, v. 2, p. 419-433, 2021.
21.	DE OLIVEIRA, GUILHERME WERNECK ; TOSCANO NEY, RODRIGO ; HERRERA, JUAN LUIS ; MACEDO BATISTA, DANIEL ; Hirata, R. ; GALAN-JIMENEZ, JAIME ; BERROCAL, JAVIER ; MURILLO, JUAN MANUEL ; LUIZ DOS SANTOS, ALDRI ; NOGUEIRA, MICHELE. Predicting Response Time in SDN-Fog Environments for IIoT Applications. Em: 2021 IEEE LatinAmerican Conference on Communications (LATINCOM), p. 1, 2021.
22.	DE SOUZA, ELVIS ; Freitas, Cláudia. ET: A Workstation for Querying, Editing and Evaluating Annotated Corpora. Em: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, p. 35-45, 2021.
23.	FELIPPO, ARIANI DI ; POSTALI, CAROLINE ; CEREGATTO, GABRIEL ; GAZANA, LAURA S. ; SILVA, EMANUEL H. DA ; ROMAN, NORTON T. ; PARDO, THIAGO A. S.. Descrição Preliminar do Corpus DANTEStocks: Diretrizes de Segmentação para Anotação segundo Universal Dependencies. Em: Simpósio Brasileiro de Tecnologia da Informação e da Linguagem Humana, v. 01, p. 335-343, 2021.
24.	DO CARMO, PAULO ; MARCACINI, RICARDO. Embedding propagation over heterogeneous event networks for link prediction. Em: 2021 IEEE International Conference on Big Data (Big Data), p. 4812, 2021.
25.	dos Santos, Fernando Pereira ; THUME, GABRIELA SALVADOR ; PONTI, MOACIR ANTONELLI. Data Augmentation Guidelines for Cross-Dataset Transfer Learning and Pseudo Labeling. Em: 2021 34th SIBGRAPI Conference on Graphics, p. 207, 2021.
26.	DOS SANTOS, VINICIUS ; SILVA, PATRICK R. ; SOUZA, ERICA F. ; FELIZARDO, KATIA. R. ; WATANABE, WILLIAN M. ; JUNIOR, ARNALDO CANDIDO ; MEINERZ, GIOVANI V. ; ALUISIO, SANDRA M. ; VIJAYKUMAR, NANDAMUNDI L.. Using Open Information Extraction to Extract Relations: An Extended Systematic Mapping. Em: 2021 XLVII Latin American Computing Conference (CLEI), p. 1, 2021.
27.	DURAN, M. ; LOPES, L. ; LOPES, L. ; PARDO, T. A. S.. Descrição de numerais segundo modelo Universal Dependencies e sua anotação no português. Em: VII Workshop on Portuguese Description (JDP), v. 1, p. 344-352, 2021.
28.	DURAN, M. ; PAGANO, A. S. ; Rassi, A. ; PARDO, THIAGO A.S.. On auxiliary verb in Universal Dependencies: untangling the issue and proposing a systematized annotation strategy. Em: Sixth International Conference on Dependency Linguistics (Depling), v. 1, p. 10-21, 2021.
29.	ESPADOTO, MATEUS ; HIRATA, NINA ; TELEA, ALEXANDRU. Self-supervised Dimensionality Reduction with Neural Networks and Pseudo-labeling. Em: 12th International Conference on Information Visualization Theory and Applications, p. 27, 2021.
30.	ESPADOTO, MATEUS ; RODRIGUES, FRANCISCO ; HIRATA, NINA ; TELEA, ALEXANDRU. OptMap: Using Dense Maps for Visualizing Multidimensional Optimization Problems. Em: 12th International Conference on Information Visualization Theory and Applications, p. 123, 2021.
31.	FERRAZ RIBEIRO, LEO SAMPAIO ; BUI, TU ; COLLOMOSSE, JOHN ; PONTI, MOACIR. Scene Designer: a Unified Model for Scene Search and Synthesis from Sketch. Em: 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), p. 2424, 2021.
32.	GAMA, PEDRO H. T. ; OLIVEIRA, HUGO ; DOS SANTOS, JEFERSSON A.. Learning to Segment Medical Images from Few-Shot Sparse Labels. Em: 2021 34th SIBGRAPI Conference on Graphics, p. 89, 2021.
33.	GAUY, MARCELO MATHEUS ; Finger, Marcelo. Audio MFCC-gram Transformers for respiratory insufficiency detection in COVID-19. Em: Simpósio Brasileiro de Tecnologia da Informação e da Linguagem Humana, p. 143, 2021.
34.	GOLO, M. ; ROSSI, R. G. ; MARCACINI, R. M.. Triple-VAE: A Triple Variational Autoencoder to Represent Events in One-Class Event Detection. Em: ENCONTRO NACIONAL DE INTELIGÊNCIA ARTIFICIAL E COMPUTACIONAL, 2021.
35.	GÔLO, MARCOS ; CARAVANTI, MARIANA ; ROSSI, RAFAEL ; REZENDE, SOLANGE ; NOGUEIRA, BRUNO ; MARCACINI, RICARDO. Learning Textual Representations from Multiple Modalities to Detect Fake News Through One-Class Learning. Em: Brazilian Symposium on Multimedia and the Web (WebMedia '21), v. 1, p. 197-204, 2021.
36.	Gonçalves, Bernardo ; Cozman, Fabio Gagliardi. The Future of AI: Neat or Scruffy?. Em: Brazilian Conference on Intelligent Systems, v. 2, p. 177-192, 2021.
37.	Gonçalves, Flavio Pol ; Carmo, Vinícius Cleves de Oliveira ; Melo, Vinícius Toquetti de ; Cunha, Rodrigo da Silva ; Santos, Ismael H. F. ; Barreira, Rodrigo Augusto ; Cugnasca, Carlos Eduardo ; Cozman, Fabio Gagliardi ; Gomi, Edson Satoshi. Semantic Search in Offshore Engineering with Linguistic and Neural Processing Pipelines. Em: 41st International Conference on Ocean, p. 1-9, 2021.
38.	GOULART, ANTONIO JOSE HOMSI ; MORIMITSU, ALEXANDRE ; JACOMASSI, RENAN ; HIRATA, NINA ; LOPES, RUBENS. Deep learning and t-SNE projection for plankton images clusterization. Em: OCEANS 2021: San Diego - Porto, p. 1, 2021.
39.	GRIS, LUCAS RAFAEL STEFANEL ; CASANOVA, EDRESSON ; OLIVEIRA, FREDERICO SANTOS DE ; SOARES, ANDERSON DA SILVA ; CANDIDO-JUNIOR, ARNALDO. Desenvolvimento de um modelo de reconhecimento de voz para o Português Brasileiro com poucos dados utilizando o Wav2vec 2.0. Em: Brazilian eScience Workshop, p. 129, 2021.
40.	INACIO, M. L. ; PARDO, THIAGO A.S.. Semantic-Based Opinion Summarization. Em: Recent Advances in Natural Language Processing (RANLP), v. 1, p. 624-633, 2021.
41.	José, Marcelo Archanjo ; Cozman, Fabio Gagliardi. mRAT-SQL+GAP: A Portuguese Text-to-SQL Transformer. Em: Brazilian Conference on Intelligent Systems, v. 2, p. 511-525, 2021.
42.	LEAL, S. ; CASANOVA, E. ; PAETZOLD, G. ; ALUÍSIO, S. M.. Evaluating Semantic Similarity Methods to Build Semantic Predictability Norms of Reading Data. Em: The twenty-fourth International Conference on Text, v. 12848, 2021.
43.	LENTE, CAIO ; Hirata Jr., Roberto ; BATISTA, DANIEL MACÊDO. An Improved Tool for Detection of XSS Attacks by Combining CNN with LSTM. Em: Anais Estendidos do Simpósio Brasileiro de Segurança da Informação e de Sistemas Computacionais, p. 1, 2021.
44.	Lopes, Lucelene; DURAN, M. ; PARDO, T. A. S.. Universal Dependencies-Based PoS Tagging Refinement Through Linguistic Resources. Em: Brazilian Conference on Intelligent Systems - BRACIS 2021, v. 1, p. 601-615, 2021.
45.	MACHADO, M. T. ; PARDO, Thiago Alexandre Salgueiro ; DI FELIPPO, Ariani ; RUIZ, E. E. S.. Learning rules for automatic identification of implicit aspects in Portuguese. Em: XIV Symposium in Information and Human Language (STIL), v. 01, p. 82-91, 2021.
46.	MARTINAZZO, ANA ; ESPADOTO, MATEUS ; HIRATA, NINA S. T.. Self-supervised Learning for Astronomical Image Classification. Em: 2020 25th International Conference on Pattern Recognition (ICPR), p. 4176, 2021.
47.	MATTOS, JOAO PEDRO RODRIGUES ; MARCACINI, RICARDO M.. Semi-Supervised Graph Attention Networks for Event Representation Learning. Em: 2021 IEEE International Conference on Data Mining (ICDM), p. 1234, 2021.
48.	MELLO, H. ; RASO, T. ; OLIVEIRA JUNIOR, M. ; SARDINHA, A. P. B. ; FREITAS, C. ; ALUISIO, S. M. ; PARDO, THIAGO A.S. ; DURAN, M. ; LEAL, S. ; DAVIES, M. ; GALVES, C.. Brazilian Portuguese: Spoken, Written and Diachronic Corpora. Em: 54th Congress of the International Society of Italian Linguistics ''Corpora and Linguistic Studies'' (SLI), v. 1, p. 179-187, 2021.
49.	MIRANDA, I. S. ; COUTO, M. M. L. ; COELHO, F. L. ; RODRIGUES, R. ; VALE, O. A.. A propósito do verbo 'falar' no português brasileiro: uma análise em corpus e em bases de dados verbais. Em: VII Jornada de Descrição do Português, p. 315-324, 2021.
50.	MOSAIYEBZADEH, FATEMEH ; ARAUJO RODRIGUEZ, LUIS GUSTAVO ; MACEDO BATISTA, DANIEL ; Hirata, R.. A Network Intrusion Detection System using Deep Learning against MQTT Attacks in IoT. Em: 2021 IEEE LatinAmerican Conference on Communications (LATINCOM), p. 1, 2021.
51.	NAZARE, TIAGO ; F. DE MELLO, RODRIGO ; PONTI, MOACIR. Investigating 3D Convolutional Layers as Feature Extractors for Anomaly Detection Systems Applied to Surveillance Videos. Em: 16th International Conference on Computer Vision Theory and Applications, p. 753, 2021.
52.	NURSE, J. R. ; VARGAS, F. A. ; N Hassan ; WANG, D. ; ANDRIOTIS, P. ; GHENAI, A. ; JAIDKA, K. ; MUSTAFARAJ, E. ; JOSEPH, K. ; WELLES, B. F.. Towards a Diverse, Inclusive, Accessible and Equitable AAAI International Conference on Web and Social Media. Em: 15th International AAAI Conference on Web and Social Media, p. 1-12, 2021.
53.	OLIVEIRA, G. L. ; MARCACINI, R. M. ; PIMENTEL, M. G. C.. Privacy-Preserving Heterogeneous Network Embedding for Clinical Events. Em: Graph Neural Networks and Systems Workshop at Fourth Conference on Machine Learning and Systems, p. 1-7, 2021.
54.	OLIVEIRA, HUGO ; PENTEADO, LARISSA ; MACIEL, JOSE LUIZ ; FERRACIOLLI, SUELY FAZIO ; TAKAHASHI, MARCELO STRAUS ; BLOCH, ISABELLE ; JUNIOR, ROBERTO CESAR. Automatic Segmentation of Posterior Fossa Structures in Pediatric Brain MRIs. Em: 2021 34th SIBGRAPI Conference on Graphics, p. 121, 2021.
55.	OLIVEIRA, HUGO; ARAUJO, A. A. ; SANTOS, J. A.. Semantic Segmentation with Multi-Source Domain Adaptation for Radiological Images. Em: Workshop de Teses e Dissertações, 2021.
56.	PAIVA, THALES B. ; SIQUEIRA, YAISSA ; BATISTA, DANIEL MACEDO ; Hirata, R. ; TERADA, R.. BGP Anomalies Classification using Features based on AS Relationship Graphs. Em: 2021 IEEE LatinAmerican Conference on Communications (LATINCOM), p. 1, 2021.
57.	PARDO, THIAGO ALEXANDRE SALGUEIRO ; DURAN, MAGALI SANCHES ; LOPES, LUCELENE ; FELIPPO, ARIANI DI ; ROMAN, NORTON TREVISAN ; NUNES, MARIA DAS GRAÇAS VOLPE. Porttinari - a large multi-genre treebank for brazilian portuguese. Em: Simpósio Brasileiro de Tecnologia da Informação e da Linguagem Humana, v. 01, p. 1-10, 2021.
58.	Paschoal, André F. A. ; Pirozelli, Paulo ; Silva, V. F. da ; Delgado, Karina Valdivia ; José, Marcos Menon ; Nakasato, Flávio ; Oliveira, André Seidel ; Brandão, Anarosa A. F. ; COSTA, Anna Helena Reali ; Cozman, Fabio Gagliardi. Pirá: A Bilingual Portuguese-English Dataset for Question-Answering about the Ocean. Em: Pirá: A Bilingual Portuguese-English Dataset for Question-Answering about the Ocean, v. 1, p. 1-10, 2021.
59.	PIRES, W. O. ; FERNANDES JR., RICARDO CORSO ; PAULA FILHO, P. L. ; CANDIDO JUNIOR, A. ; TEIXEIRA, J. P.. Leaf-Based Species Recognition Using Convolutional Neural Networks. Em: Optimization, p. 367-380, 2021.
60.	Ponti, Moacir A.; DOS SANTOS, FERNANDO P. ; RIBEIRO, LEO S. F. ; CAVALLARI, GABRIEL B.. Training Deep Networks from Zero to Hero: avoiding pitfalls and going beyond. Em: 2021 34th SIBGRAPI Conference on Graphics, p. 9, 2021.
61.	Pérez, Sarah Pires ; Cozman, Fabio Gagliardi. How to Generate Synthetic Paintings to Improve Art Style Classification. Em: Brazilian Conference on Intelligent Systems, v. 2, p. 238-253, 2021.
62.	REIS FILHO, I. J. ; Marcacini, R. M. ; REZENDE, SOLANGE OLIVEIRA. Previsão do preço futuro de commodities agrícolas: um estudo para enriquecer séries temporais. Em: Simpósio Brasileiro de Automação Inteligente (SBAI 21), v. 1, p. 1-10, 2021.
63.	SANTOS, R. L. S. ; PARDO, THIAGO A.S.. Structural Characterization and Graph-based Detection of Fake News in Portuguese. Em: XIV Symposium in Information and Human Language (STIL), v. 1, p. 199-208, 2021.
64.	SANTOS, VINICIUS DOS ; SOUZA, ERICA FERREIRA DE ; FELIZARDO, KATIA ROMERO ; WATANABE, WILLIAN MASSAMI ; JUNIOR, ARNALDO CANDIDO ; ALUISIO, SANDRA MARIA ; VIJAYKUMAR, NANDAMUDI LANKALAPALLI. Using Natural Language Processing to Build Graphical Abstracts to be used in Studies Selection Activity in Secondary Studies. Em: 2021 47th Euromicro Conference on Software Engineering and Advanced Applications (SEAA), p. 1, 2021.
65.	SERRAS, FELIPE R. ; Finger, Marcelo. verBERT: Automating Brazilian Case Law Document Multi-label Categorization Using BERT. Em: Simpósio Brasileiro de Tecnologia da Informação e da Linguagem Humana, p. 237, 2021.
66.	SILVA, EMANUEL HUBER DA ; PARDO, THIAGO ALEXANDRE SALGUEIRO ; ROMAN, NORTON TREVISAN ; FELLIPO, ARIANI DI. Universal Dependencies for Tweets in Brazilian Portuguese: Tokenization and Part of Speech Tagging. Em: 18th National Meeting on Artificial and Computational Intelligence (ENIAC), v. 01, p. 434-445, 2021.
67.	SILVA, JAILMA JANUÁRIO DA ; ROMAN, NORTON TREVISAN. Predicting Dropout in Higher Education: a Systematic Review. Em: Simpósio Brasileiro de Informática na Educação, p. 1107, 2021.
68.	SOUSA, ROGÉRIO F. DE ; PARDO, THIAGO A.S.. The Challenges of Modeling and Predicting Online Review Helpfulness. Em: 18th National Meeting on Artificial and Computational Intelligence (ENIAC), v. 1, p. 727-738, 2021.
69.	SOUZA, ELVIS DE ; SILVEIRA, ALINE ; CAVALCANTI, TATIANA ; CASTRO, MARIA CLARA ; Freitas, Cláudia. PetroGold - Corpus padrão ouro para o domínio do petróleo. Em: Simpósio Brasileiro de Tecnologia da Informação e da Linguagem Humana, p. 29-38, 2021.
70.	SOUZA, M. C. ; NOGUEIRA, B. M. ; ROSSI, R. G. ; MARCACINI, R. M. ; Rezende, S. O.. A Heterogeneous Network-based Positive and Unlabeled Learning Approach to Detecting Fake News. Em: Brazilian Conference on Intelligent System (BRACIS), 2021.
71.	Spindola, Stefano ; José, Marcos Menon ; Oliveira, André Seidel ; Nakasato, Flávio ; Cozman, Fabio Gagliardi. Interpretability of Attention Mechanisms in a Portuguese-Based Question Answering System about the Blue Amazon. Em: Encontro Nacional de Inteligência Artificial (ENIAC), p. 775-786, 2021.
72.	VARGAS, F. A. ; PARDO, THIAGO A.S.. Studying Dishonest Intentions in Brazilian Portuguese Texts. Em: 1st International Workshop on Deceptive AI, p. 166-178, 2021.
73.	VARGAS, F. A. ; BENEVENUTO, F. ; PARDO, THIAGO A.S.. Toward Discourse-Aware Models for Multilingual Fake News Detection. Em: Recent Advances in Natural Language Processing, v. 1, p. 210-218, 2021.
74.	VARGAS, F. A. ; GOES, F. ; CARVALHO, I. ; BENEVENUTO, F. ; PARDO, THIAGO A.S.. Contextual-Lexicon Approach for Abusive Language Detection. Em: Recent Advances in Natural Language Processing (RANLP), v. 1, p. 1442-1451, 2021.
75.	VENDRAMINI, MARCOS ; OLIVEIRA, HUGO ; MACHADO, ALEXEI ; SANTOS, JEFERSSON A. DOS. Opening Deep Neural Networks With Generative Models. Em: 2021 IEEE International Conference on Image Processing (ICIP), p. 1314, 2021.
76.	XAVIER, F. L. S. ; SCHEICHER, R. B. ; REZENDE, S. O.. Right to information in the era of artificial intelligence in Brazil. In: 26th World Congress of Political Science (New Nationalisms in an Open World), 2021, Lisbon. Em: 26th World Congress of Political Science. Conference Proceedings Library, v. 1, p. 1-18, 2021.

2020

1.	ANCHIETA, R. T. ; PARDO, THIAGO A.S.. Exploring the Potentiality of Semantic Features for Paraphrase Detection. Em: 14th International Conference on the Computational Processing of Portuguese (PROPOR), v. 12037, p. 228-238, 2020.
2.	ANCHIETA, R. T. ; PARDO, THIAGO A.S.. Semantically Inspired AMR Alignment for the Portuguese Language. Em: Conference on Empirical Methods in Natural Language Processing (EMNLP), v. 1, p. 1595-1600, 2020.
3.	ARAUJO, A. ; GOLO, M. ; VIANA, B. ; SANCHES, F. ; Romero, R. A. F. ; MARCACINI, R. M.. From Bag-of-Words to Pre-trained Neural Language Models: Improving Automatic Classification of App Reviews for Requirements Engineering. Em: XVII ENCONTRO NACIONAL DE INTELIGÊNCIA ARTIFICIAL E COMPUTACIONAL, p. 379-389, 2020.
4.	ARAUJO, I. B. ; TOKUDA, E. ; CESAR JUNIOR, R. M.. The Impact of Real Rain in a Vision Task. Em: Real-World Computer Vision from Inputs with Limited Quality (RLQ) Workshop - ECCV, 2020.
5.	BELISARIO, L. B. ; FERREIRA, L. G. ; PARDO, THIAGO A.S.. Evaluating Methods of Different Paradigms for Subjectivity Classification in Portuguese. Em: 14th International Conference on the Computational Processing of Portuguese (PROPOR), v. 12037, p. 261-269, 2020.
6.	Campos, João Gabriel Moura ; Teixeira, André Luiz Rosa ; Ferreira, Thiago Castro ; GAGLIARDI COZMAN, FABIO ; Pagano, Adriana Silvino. Towards fully automated news reporting in Brazilian Portuguese. Em: Encontro Nacional de Inteligência Artificial e Computacional (ENIAC), p. 543-554, 2020.
7.	CASANOVA, E. ; TREVISO, MARCOS VINÍCIUS ; HUBNER, L. C. ; ALUISIO, SANDRA MARIA. Evaluating Sentence Segmentation in Different Datasets of Neuropsychological Language Tests in Brazilian Portuguese. Em: The 12th Language Resources and Evaluation Conference, p. 2598-2607, 2020.
8.	COSTA, R. W. M. ; PARDO, THIAGO A.S.. Métodos baseados em léxico para extração de aspectos de opiniões em português. Em: IX Brazilian Workshop on Social Network Analysis and Mining (BraSNAM), v. 1, p. 61-72, 2020.
9.	Cozman, Fabio Gagliardi; NERI, HUGO. The Winograd schemas from hell. Em: Encontro Nacional de Inteligência Artificial e Computacional (ENIAC), p. 531-542, 2020.
10.	DA SILVA, CAIO C. V. ; NOGUEIRA, KEILLER ; OLIVEIRA, HUGO N. ; SANTOS, JEFERSSON A. DOS. Towards Open-Set Semantic Segmentation Of Aerial Images. Em: 2020 IEEE Latin American GRSS & ISPRS Remote Sensing Conference (LAGIRS), p. 16, 2020.
11.	Deberaldini Netto, Caio Fabrício ; Tannuri, Eduardo Aoun ; MAUA, D. D. ; GAGLIARDI COZMAN, FABIO. Prediction of environmental conditions for maritime navigation using a network of sensors: A practical application of graph neural networks. Em: Symposium on Knowledge Discovery, p. §-8, 2020.
12.	ESPADOTO, M.; VERNIER, E. F. ; TELEA, ALEXANDRU CRISTIAN. Selecting and Sharing Multidimensional Projection Algorithms: A Practical View. Em: VisGap - The Gap between Visualization Research and Visualization Software, 2020.
13.	TELEA, ALEXANDRU ; ESPADOTO, MATEUS ; FALCÃO, ALEXANDRE ; HIRATA, NINA. Improving Neural Network-based Multidimensional Projections. Em: 11th International Conference on Information Visualization Theory and Applications, p. 29-41, 2020.
14.	EVALDO LEAL, SIDNEY ; MUNGUBA VIEIRA, JOÃO MARCOS ; DOS SANTOS RODRIGUES, ERICA ; NOGUEIRA TEIXEIRA, ELISÂNGELA ; ALUÍSIO, SANDRA. Using Eye-tracking Data to Predict the Readability of Brazilian Portuguese Sentences in Single-task, Multi-task and Sequential Transfer Learning Approaches. Em: Proceedings of the 28th International Conference on Computational Linguistics, p. 5821-5831, 2020.
15.	Finger, Marcelo. Detecting Respiratory Insufficiency by Voice Analysis. Em: Acoustic Communication: An Interdisciplinary Approach, 2020.
16.	GUEVARA, JORGE ; MENDEL, JERRY M. ; Hirata, R.. Connections Between Fuzzy Inference Systems and Kernel Machines. Em: 2020 IEEE International Conference on Fuzzy Systems (FUZZIEEE), p. 1-8, 2020.
17.	HARTMANN, N. ; PAETZOLD, G. H. ; ALUISIO, SANDRA MARIA. A Dataset for the Evaluation of Lexical Simplification in Portuguese for Children. Em: 14th International Conference, p. 55-64, 2020.
18.	Inoue, Alexandre Hoppe ; Prado, Marcus Vinicius de Alvarenga ; GAGLIARDI COZMAN, FABIO. Automated emergency room triage: Helping patients get the best treatment. Em: Encontro Nacional de Inteligência Artificial e Computacional (ENIAC), p. 591-602, 2020.
19.	MARTINAZZO, ANA ; ESPADOTO, MATEUS ; HIRATA, NINA. Deep Learning for Astronomical Object Classification: A Case Study. Em: 15th International Conference on Computer Vision Theory and Applications, p. 87-95, 2020.
20.	MONTEIRO SILVA, AUGUSTO CESAR ; Hirata, Nina S. T. ; JIANG, XIAOYI. Skeletal Similarity based Structural Performance Evaluation for Document Binarization. Em: 2020 17th International Conference on Frontiers in Handwriting Recognition (ICFHR), p. 37, 2020.
21.	Nóbrega, F.A.A. ; JORGE, A. M. ; BRAZDIL, P. ; PARDO, THIAGO A.S.. Sentence Compression for Portuguese. Em: 14th International Conference on the Computational Processing of Portuguese (PROPOR), v. 12037, p. 270-280, 2020.
22.	OLIVEIRA DE CARVALHO, VERONICA ; REZENDE, SOLANGE ; DALL?AGNOL, MAICON ; RONDADO DE SOUZA, LEANDRO ; DE PADUA, RENAN. Dropout through Extended Association Rule Netwoks: A Complementary View. Em: 12th International Conference on Computer Supported Education, v. 1, p. 89-96, 2020.
23.	Polleti, Gustavo Padilha ; Munhoz, Hugo Neri ; GAGLIARDI COZMAN, FABIO. Explanations within Conversational Recommendation Systems: Improving Coverage through Knowledge Graph Embedding. Em: AAAI 2020 Workshop on Interactive and Conversational Recommendation Systems, p. 1-8, 2020.
24.	Polleti, Gustavo Padilha ; Souza, Douglas Luan de ; GAGLIARDI COZMAN, FABIO. Why should I not follow you? Reasons for and reasons against in responsible recommender systems. Em: 3rd FAccTRec Workshop on Responsible Recommendation at RecSys 2020, v. 1, p. 1-6, 2020.
25.	Prata, Didiana ; GAGLIARDI COZMAN, FABIO ; Polleti, Gustavo Padilha. Using AI to classify Instagram?s dissident images. Em: Conference of the International Committee of Design History and Design Studies, v. 1, p. 1-14, 2020.
26.	Preto, Sandro ; Finger, Marcelo. An Efficient Algorithm for Representing Piecewise Linear Functions into Logic. Em: 15th International Workshop on Logical and Semantic Frameworks, 2020.
27.	RAMOS, B. ; SANTOS, DIANA ; FREITAS, C.. Looking at Body Expressions to Enrich Emotion Clusters. Em: Workshop on Digital Humanities and Natural Language Processing (DHandNLP 2020), p. 57-62, 2020.
28.	REIS FILHO, I. J. ; CORREA, G. B. ; FREIRE, G. M. ; REZENDE, S. O.. Forecasting future corn and soybean prices: an analysis of the use of textual information to enrich time-series. Em: KDMiLe -Symposium on Knowledge Discovery, p. 113-120, 2020.
29.	RIVA, M. ; YGER, F. ; GORI, P. ; CESAR JUNIOR, R. M. ; BLOCH, Isabelle. Template-Based Graph Clustering. Em: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases - ECML, 2020.
30.	SAMPAIO FERRAZ RIBEIRO, LEO ; BUI, TU ; COLLOMOSSE, JOHN ; PONTI, MOACIR. Sketchformer: Transformer-Based Representation for Sketched Structure. Em: 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), p. 14141, 2020.
31.	SANTOS, R. L. S. ; PARDO, THIAGO A.S.. Fact-Checking for Portuguese: Knowledge Graph and Google Search-Based Methods. Em: 14th International Conference on the Computational Processing of Portuguese (PROPOR), v. 12037, p. 195-205, 2020.
32.	SANTOS, R. L. S. ; WICK-PEDRO, G. ; LEAL, S. ; Vale, O.A. ; PARDO, THIAGO A.S. ; BONTCHEVA, K. ; SCARTON, C.. Measuring the Impact of Readability Features in Fake News Detection. Em: 12th Language Resources and Evaluation Conference (LREC), p. 1404-1413, 2020.
33.	SILVA, A. S. R. ; ROMAN, N. T.. No Place For Hate Speech @ AMI: Convolutional Neural Network and Word Embedding for the Identification of Misogyny in Italian. Em: Seventh Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2020), 2020.
34.	SILVA, A. S. R. ; ROMAN, N. T.. No Place For Hate Speech @ HaSpeeDe 2: Ensemble to Identify Hate Speech in Italian. Em: Seventh Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2020), 2020.
35.	SILVA, ADRIANO ; ROMAN, NORTON. Hate Speech Detection in Portuguese with Naïve Bayes, SVM, MLP and Logistic Regression. Em: Encontro Nacional de Inteligência Artificial e Computacional, p. 1, 2020.
36.	SILVA, G. F. P. ; CANDIDO JUNIOR, A. ; ERDMANN, A. C. ; SILVA, H. P. ; PAULA FILHO, P. L.. Mesa de germinação autônoma. Em: X Seminário de Extensão e Inovação, 2020.
37.	SOBREVILLA CABEZUDO, MARCO ANTONIO ; PARDO, THIAGO A.S.. NILC at SR?20: Exploring Pre-Trained Models in Surface Realisation. Em: Third Workshop on Multilingual Surface Realisation (MSR), v. 1, p. 50-56, 2020.
38.	SOBREVILLA CABEZUDO, MARCO ANTONIO ; PARDO, THIAGO A.S.. NILC at WebNLG+: Pretrained Sequence-to-Sequence Models on RDF-to-Text Generation. Em: 3rd International Workshop on Natural Language Generation from the Semantic Web (WebNLG+), v. 1, p. 131-136, 2020.
39.	SOUZA, J. J. ; Finger, Marcelo. Robust Ranking of Brazilian Supreme Court Decisions. Em: BRACIS 2020 -- Brazilian Conference on Intelligent Systems, p. 581-594, 2020.
40.	TALARICO, E. ; de DEUS, M. P. ; VIEIRA, L. ; OLIVEIRA, H. N.. Conditional Geology Simulation from Seismic Using Progressive GANs. Em: European Association of Geoscientists & Engineers, v. 2020, p. 1-5, 2020.
41.	Teixeira, André Luiz Rosa ; Campos, João Gabriel Moura ; Cunha, Rossana ; Ferreira, Thiago Castro ; Pagano, Adriana Silvino ; GAGLIARDI COZMAN, FABIO. DaMata: A robot-journalist covering the Brazilian Amazon deforestation. Em: International Conference on Natural Language Generation, v. 1, p. 103-106, 2020.
42.	VARGAS, F. A. ; PARDO, THIAGO A.S.. Linguistic Rules for Fine-Grained Opinion Extraction. Em: 5th International Workshop on Social Sensing: Special Edition on Narrative Analysis on Social Media, v. 1, p. 1-6, 2020.
43.	VARGAS, F. A.; SANTOS, R. S. S. ; ROCHA, P. R.. Identifying Fine-Grained Opinion and Classifying Polarity on Coronavirus Pandemic. Em: 9th Brazilian Conference on Intelligent Systems, p. 511-520, 2020.
44.	WICK-PEDRO, G. ; SANTOS, R. L. S. ; Vale, O.A. ; PARDO, THIAGO A.S. ; BONTCHEVA, K. ; SCARTON, C.. Linguistic Analysis Model for Monitoring User Reaction on Satirical News for Brazilian Portuguese. Em: 14th International Conference on the Computational Processing of Portuguese (PROPOR), v. 12037, p. 313-320, 2020.

2019

1.	ABELLO, ANTONIO AUGUSTO ; Hirata, R.. Optimizing Super Resolution for Face Recognition. Em: 2019 32nd SIBGRAPI Conference on Graphics, p. 194, 2019.
2.	ALMEIDA, René Alain Santana de ; Oliveira Jr., Miguel. A prosódia na interpretação de ambiguidade. Em: I Congresso Brasileiro de Prosódia, 2019.
3.	ANCHIETA, R. T. ; CABEZUDO, M. A. S. ; PARDO, THIAGO A.S.. SEMA: an Extended Semantic Evaluation Metric for AMR. Em: 20th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing), v. 1, p. 1-13, 2019.
4.	Aquino, Rodrigo Monteiro de ; Cozman, Fabio Gagliardi. Natural language explanations of classifier behavior. Em: IEEE Second International Conference on Artificial Intelligence and Knowledge Engineering, p. 239-242, 2019.
5.	ASSUNCAO, J. ; FERNANDES, P. ; LOPES, L. ; LOPES, L.. Language Independent POS-tagging Using Automatically Generated Markov Chains. Em: Software Engineering and Knowledege Engineering - SEKE, 2019.
6.	Ayane Nazarela Santos de Almeida ; Oliveira Jr., Miguel. Comportamento entoacional de números de CPF. Em: I Congresso Brasileiro de Prosódia, v. 1, p. 34-37, 2019.
7.	BLANGER, LEONARDO ; Hirata, Nina S. T.. An Evaluation of Deep Learning Techniques for Qr Code Detection. Em: 2019 IEEE International Conference on Image Processing (ICIP), p. 1625, 2019.
8.	CABEZUDO, M. A. S. ; MILLE, S. ; PARDO, THIAGO A.S.. Back-Translation as Strategy to Tackle the Lack of Corpus in Natural Language Generation from Semantic Representations. Em: Second Workshop on Multilingual Surface Realization (MSR), p. 94-103, 2019.
9.	CABEZUDO, M. A. S. ; PARDO, THIAGO A.S.. Towards a General Abstract Meaning Representation Corpus for Brazilian Portuguese. Em: Linguistic Annotation Workshop (LAW), v. 1, p. 236-244, 2019.
10.	CABEZUDO, M. A. S. ; PARDO, THIAGO A.S.. Natural Language Generation: Recently Learned Lessons, Directions for Semantic Representation-based Approaches, and the Case of Brazilian Portuguese Language. Em: ACL Student Research Workshop (SRW), v. 1, p. 81-88, 2019.
11.	CAMARGO, Y. V. ; DI FELIPPO, Ariani. Enriquecendo o corpus CM2News: construção e anotação de coleções bilíngues de notícias. Em: 6th Workshop on Portuguese Description, v. 01, p. 239-243, 2019.
12.	CARDOSO, V. C. ; SILVA, A. F. M. ; SINOARA, R. A. ; REZENDE, S. O. ; CALCADA, D. B.. Detecting Suicidal Ideation on Tweets. Em: XVI Encontro Nacional de Inteligência Artificial e Computacional (ENIAC), p. 178-189, 2019.
13.	Cesaro, Juliana ; Cozman, Fabio Gagliardi. Measuring unfairness through game-theoretic interpretability. Em: ECML PKDD Joint International Workshop on Advances in Interpretable Machine Learning and Artificial Intelligence and eXplainable Knowledge Discovery in Data Mining, p. 1-7, 2019.
14.	Cozman, Fabio Gagliardi. Semi-graphoid properties of variants of epistemic independence based on regular conditioning. Em: International Symposium on Imprecise Probabilities: Theories and Applications, v. 103, p. 102-110, 2019.
15.	CRISTINI, L. F. ; DI FELIPPO, Ariani. Violações linguísticas em referências a entidades do tipo ?pessoa? em extratos automáticos multidocumento. Em: 6th Workshop on Portuguese Description, v. 01, p. 244-252, 2019.
16.	DE ELIAS, ERIK MIGUEL ; TASINAFFO, PAULO MARCELO ; Hirata, Roberto. Alignment, Scale and Skew Correction for Optical Mark Recognition Documents Based. Em: 2019 XV Workshop de Visão Computacional (WVC), p. 26, 2019.
17.	DI FELIPPO, Ariani; Kamikawachi, D. S. L. ; FRANCA, M. ; MARTINS, P. F.. Subsídios linguístico-computacionais para a revisão gramatical de redações do ensino médio. Em: 6th Workshop on Portuguese Description, v. 01, p. 339-344, 2019.
18.	ESPADOTO, M. ; RODRIGUES, FRANCISCO CAIO MAIA ; HIRATA JR., R. ; TELEA, ALEXANDRU CRISTIAN. Deep Learning Inverse Multidimensional Projections. Em: EuroVA: International Workshop on Visual Analytics, v. 1, p. 1-10, 2019.
19.	ESPADOTO, MATEUS; RODRIGUES, FRANCISCO ; TELEA, ALEXANDRU. Visual Analytics of Multidimensional Projections for Constructing Classifier Decision Boundary Maps. Em: 10th International Conference on Information Visualization Theory and Applications, p. 28, 2019.
20.	ESTIVALET, G. ; HARTMANN, N. ; MARQUIAFÁVEL, Vanessa ; LUKASOVA, K. ; CARTHERY-GOULART, M. T. ; ALUISIO, SANDRA MARIA. LexPorBr Infantil: uma base lexical tripartida e com interface Web de textos ouvidos, produzidos, e lidos por crianças. Em: 12th Brazilian Symposium in Information and Human Language Technology, v. 1, p. 1-8, 2019.
21.	FELIZARDO, Leonardo ; Oliveira, Roberth Ramos de ; GAGLIARDI COZMAN, FABIO ; HERNANDEZ, Emílio Del Moral. Comparative study of Bitcoin price prediction using WaveNets, Recurrent Neural Networks and other Machine Learning Methods. Em: 6th International Conference on Behavioral, p. 1-6, 2019.
22.	Ferraz, Thiago Ferreira ; Ferreira, Gabriel A. B. A. ; Cozman, Fabio Gagliardi ; Santos, Ismael Ferreira dos. Sentence classification and information retrieval for petroleum engineering. Em: Encontro Nacional de Inteligência Artificial, p. 1-12, 2019.
23.	FREITAS, CLÁUDIA; SOUZA, E. ; ROCHA, L.. Quantificando (e qualificando) o sujeito oculto em português. Em: VI Jornada de Descrição do Português, p. 288-293, 2019.
24.	GAGLIARDI COZMAN, FABIO. The joy of probabilistic answer set programming. Em: International Symposium on Imprecise Probability: Theories and Applications, v. 103, p. 91-101, 2019.
25.	GAZZOLA, M. ; LEAL, S. ; ALUISIO, SANDRA MARIA. Predição da Complexidade Textual de Recursos Educacionais Abertos em Português. Em: 12th Brazilian Symposium in Information and Human Language Technology, v. 1, p. 1-8, 2019.
26.	GÔLO, MARCOS ; MARCACINI, RICARDO ; ROSSI, RAFAEL. Uma extensa avaliação empírica de técnicas de pré-processamento e algoritmos de aprendizado supervisionado de uma classe para classificação de texto. Em: Encontro Nacional de Inteligência Artificial e Computacional, p. 262, 2019.
27.	HAMIDISHAD, NAYEREH ; JUNIOR, ROBERTO CESAR. Object-based Method for Identifying New Constructions around Water Reservoirs: Preliminary Results. Em: XXXII Conference on Graphics, p. 172, 2019.
28.	HARTMANN, N. ; ALUISIO, SANDRA MARIA. Avaliação do uso da diversidade contextual e da frequência para a tarefa de identificação de palavras complexas em simplificação lexical. Em: VI Workshop on Portuguese Description (JDP), p. 294-302, 2019.
29.	HIGUCHI, S. ; SANTOS, DIANA ; FREITAS, CLÁUDIA ; Rademaker, Alexandre. Distant reading Brazilian history. Em: 4th Conference of The Association Digital Humanities in the Nordic Countries, p. 190-200, 2019.
30.	José Amendola ; Tannuri, Eduardo Aoun ; GAGLIARDI COZMAN, FABIO ; COSTA, Anna Helena Reali. Port channel navigation subject to environmental conditions using reinforcement learning. Em: ASME 2019 International Conference on Ocean, p. 1-10, 2019.
31.	LEAL, S. ; MAGALHAES, V. M. A. ; DURAN, M. ; Sandra Maria Aluísio. Avaliação Automática da Complexidade de Sentenças do Português Brasileiro para o Domínio Rural. Em: 12th Brazilian Symposium in Information and Human Language Technology, v. 1, p. 1-8, 2019.
32.	LEAL, S. E. ; ALUISIO, SANDRA MARIA ; RODRIGUES, E. S. ; VIEIRA, J. M. M. M. ; TEIXEIRA, E. N.. Métodos de Clusterização para a Criação de Corpus para Rastreamento Ocular durante a Leitura de Parágrafos em Português. Em: VI Workshop on Portuguese Description (JDP), p. 270-278, 2019.
33.	LI, SIYUAN ; CAO, XIAOCHUN ; ARAUJO, IAGO BRENO ; REN, WENQI ; WANG, ZHANGYANG ; TOKUDA, ERIC K. ; JUNIOR, ROBERTO HIRATA ; CESAR-JUNIOR, ROBERTO ; ZHANG, JIAWAN ; GUO, XIAOJIE. Single Image Deraining: A Comprehensive Benchmark Analysis. Em: 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), p. 3838-3847, 2019.
34.	Marques, João Marcos Correia ; Cozman, Fabio Gagliardi ; Santos, Ismael Ferreira dos. Automatic summarization of technical documents in the oil and gas industry. Em: Brazilian Conference on Intelligent Systems (BRACIS), p. 431-436, 2019.
35.	Melo, Gabriela Souza de ; Imaizumi, Vinicius A. ; Cozman, Fabio Gagliardi. Winograd Schemas in Portuguese. Em: Encontro Nacional de Inteligência Artificial, p. 1-12, 2019.
36.	MUGNAINI, ROGÉRIO ; DAMACENO, RAFAEL J. P. ; MENA-CHALCO, JESÚS P.. An empirical analysis on the relationship between publications and academic genealogy. Em: 17th International Conference on Scientometrics & Informetrics (ISSI 2019), 2019.
37.	MUSILIYU, OYEDEJI ; Oliveira Jr., Miguel. Event-related potential (ERP) component of prosodic boundary processing in Brazilian Portuguese. Em: I Congresso Brasileiro de Prosódia, p. 64-67, 2019.
38.	Oyedeji Musiliyu ; GILBERT, A. C. ; BAUM, S. R. ; Oliveira Jr., Miguel. Electrophysiological correlates of prosodic boundaries at different levels in Brazilian Portuguese. Em: 19th International Congress of Phonetic Sciences, v. 1, p. 2951-2955, 2019.
39.	PEREIRA DOS SANTOS, FERNANDO ; Antonelli Ponti, Moacir. Alignment of Local and Global Features from Multiple Layers of Convolutional Neural Network for Image Classification. Em: 2019 32nd SIBGRAPI Conference on Graphics, p. 241-248, 2019.
40.	Polleti, Gustavo Padilha ; Cozman, Fabio Gagliardi. Explaining content-based recommendations with topic models. Em: Brazilian Conference on Intelligent Systems (BRACIS), p. 794-799, 2019.
41.	Polleti, Gustavo Padilha ; Cozman, Fabio Gagliardi. Faithfully explaining predictions of knowledge embeddings. Em: Encontro Nacional de Inteligência Artificial, p. 1-12, 2019.
42.	RAMISCH, R. ; DI FELIPPO, Ariani. Caracterização de desvios sintáticos em um corpus de redações: o processo de anotação. Em: 6th Workshop on Portuguese Description, v. 01, p. 262-269, 2019.
43.	RAMOS, B. ; FREITAS, C.. ?Sentimento de quê??: uma lista de sentimentos para a Análise de Sentimentos. Em: STIL 2019 - XII Symposium in Information and Human Language Technology, p. 38-47, 2019.
44.	ROCHA, L. ; FREITAS, CLÁUDIA ; SANTOS, DIANA. Preparação para Leitura Distante em português: diálogos entre PLN e Humanidades Digitais. Em: TILic - VI Student Workshop on Information and Human Language Technology, p. 377-380, 2019.
45.	RODRIGUES BARBOSA, JACSON ; MARCONDES MARCACINI, RICARDO ; BRITTO, RICARDO ; SOARES, FREDERICO ; REZENDE, SOLANGE ; M. R. VINCENZI, AURI ; E. DELAMARO, MÁRCIO. BULNER: BUg Localization with word embeddings and NEtwork Regularization. Em: VII Workshop on Software Visualization, p. 21-28, 2019.
46.	Ruschel, Andrey ; Gusmão, Arthur Colombini ; Polleti, Gustavo Padilha ; Cozman, Fabio Gagliardi. Explaining completions produced by embeddings of knowledge graphs. Em: European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, p. 324-335, 2019.
47.	SALVATORE, FELIPE ; Finger, Marcelo ; HIRATA JR, ROBERTO. A logical-based corpus for cross-lingual evaluation. Em: Proceedings of the 2nd Workshop on Deep Learning Approaches for LowResource NLP (DeepLo 2019), p. 22-30, 2019.
48.	SALVATORE, F. ; PRETO, S. ; Finger, Marcelo ; HIRATA JR, R.. Using neural models to perform inference. Em: Fourteenth International Workshop on Neural-Symbolic Learning and Reasoning at IJCAI-19, 2019.
49.	SANTOS, BRUCCE NEVES ; MARCACINI, RICARDO M. ; REZENDE, SOLANGE O.. A Sampling-based Framework for Transductive Classification in Information Networks. Em: 2019 8th Brazilian Conference on Intelligent Systems (BRACIS), p. 657-662, 2019.
50.	SANTOS, DIANA ; FREITAS, CLÁUDIA. Estudando personagens na literatura lusófona. Em: XII Simpósio de Tecnologia da Informação e da Linguagem, p. 48-52, 2019.
51.	SANTOS, L. B. ; HUBNER, L. C. ; MANSUR, L. L. ; SMIDARLE, A. D. ; ALUISIO, SANDRA MARIA. Anotação de unidades de informação em transcrições de fala na tarefa de reconto de narrativas em português. Em: VI Workshop on Portuguese Description (JDP), p. 253-261, 2019.
52.	SCHEICHER, RICARDO B. ; SINOARA, ROBERTA A. ; FELINTO, JONAS C. ; REZENDE, SOLANGE O.. Sentiment classification improvement using semantically enriched information. Em: the ACM Symposium, p. 1, 2019.
53.	SHULBY, C. D. ; FERREIRA, M. D. ; MELLO, R. F. ; ALUISIO, SANDRA MARIA. Robust Phoneme Recognition with Little Data. Em: SLATE 2019 ? Symposium on Languages, v. 74, p. 1-11, 2019.
54.	SILVA, ARNALDO G. A. ; GOMES, HERMAN M. ; OLIVEIRA, HUGO N. ; LINS, PAULO R. B. ; LIMA, DIEGO F. S. ; BATISTA, LEONARDO V.. BioPass-UFPB: a Novel Multibiometric Database. Em: 2019 International Conference on Biometrics (ICB), p. 1, 2019.
55.	SILVA, R. R. ; PARDO, THIAGO A.S.. Córpus 4P: um córpus anotado de opiniões em português sobre produtos eletrônicos para fins de sumarização contrastiva de opinião. Em: 6a Jornada de Descrição do Português (JDP), p. 330-338, 2019.
56.	SILVEIRA, A. ; SOUZA, E. ; CAVALCANTI, T. ; FREITAS, CLÁUDIA. Do PDF ao TXT: Desafios na extração de informação em textos técnico-científicos. Em: TILic - VI Student Workshop on Information and Human Language Technology, p. 391-394, 2019.
57.	SOUSA, R. F. ; ANCHIETA, R. T. ; Nunes, M.G.V.. Um Método Baseado em Grafos para Predição da Utilidade de Opiniões sobre Produtos. Em: VIII Brazilian Workshop on Social Network Analysis and Mining (BraSNAM 2019), p. 95-106, 2019.
58.	SOUSA, R. F. ; BRUM, H. B. ; Nunes, M.G.V.. A Bunch of Helpfulness and Sentiment Corpora in Brazilian Portuguese. Em: STIL - Symposium in Information and Human Language Technology, v. 1, p. 209-218, 2019.
59.	SOUZA, E. ; FREITAS, CLÁUDIA. ET: uma Estac¸ao de Trabalho para revisão, edição e avaliação de corpora anotados morfossintaticamente. Em: TILic - VI Student Workshop on Information and Human Language Technology, p. 381-385, 2019.
60.	SOUZA, E. ; FREITAS, CLÁUDIA. (Re)começando a discutir as locuções verbais. Em: VI Jornada de Descrição do Português, p. 279-287, 2019.
61.	TOKUDA, E. ; Cesar Jr, Roberto M. ; SILVA, C.. Quantifying the presence of graffiti in urban environments. Em: The 6th IEEE International Conference on Big Data and Smart Computing, 2019.
62.	RODRIGUES TONON, VITOR ; CARVALHO OLIVEIRA, CINTIA ; CARVALHO OLIVEIRA, DANIELE ; DE ANDRADE LOPES, ALNEU ; AKEMI SINOARA, ROBERTA ; MARCONDES MARCACINI, RICARDO ; OLIVEIRA REZENDE, SOLANGE. Improving recommendations by using a heterogeneous network and user's reviews. Em: 2019 8th Brazilian Conference on Intelligent Systems (BRACIS), p. 639-644, 2019.
63.	TONON, VITOR ; SILVA, TIAGO ; SILVA, VÍNICIUS ; PEREIRA, GEAN ; REZENDE, SOLANGE. Avaliação de Representações Vetoriais de Revisões de Usuários em Sistemas de Recomendação. Em: XVI Encontro Nacional de Inteligência Artificial e Computacional, v. 1, p. 286-296, 2019.
64.	VASQUES, D. G. ; MARTINS, P. S. ; REZENDE, S. O.. Identification of Keywords based on Artificial Inteligence for Knowledge Management. Em: 15th International Conference on Knowledge Management & 2nd International Seminar of Corporate Universities and Government Schools, p. 1-24, 2019.
65.	XAVIER CEJNOG, LUCIANO WALENTY ; MARCONDES CESAR, ROBERTO ; DE CAMPOS, TEOFILO E. ; MEIRELLES CARRIL ELUI, VALERIA. Hand range of motion evaluation for Rheumatoid Arthritis patients. Em: 2019 14th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2019), p. 1, 2019.

2018

1.	ANCHIETA, R. T. ; PARDO, THIAGO A.S.. Towards AMR-BR: A SemBank for Brazilian Portuguese Language. Em: 11th edition of the Language Resources and Evaluation Conference, v. 1, p. 974-979, 2018.
2.	ANCHIETA, R. T. ; PARDO, THIAGO A.S.. A Rule-Based AMR Parser for Portuguese. Em: 16th Ibero-American Conference on Artificial Intelligence (IBERAMIA), v. 1, p. 341-353, 2018.
3.	ANDRADE JUNIOR, E. F. ; OLIVEIRA, H. N. ; ALVIM, M. S. ; SANTOS, J. A.. A Comparative Study on Unsupervised Domain Adaptation for Coffee Crop Mapping. Em: Iberoamerican Congresson Pattern Recognition, 2018.
4.	ARAÚJO, G. E.; RESENDE, G. S. ; ROSSI, R. Z. ; OLIVEIRA, L. A. ; MACHADO, M. M. ; LOBATO, L. L. ; BITTAR, T. J. ; AMARAL, L. A. ; SILVA, E. L.. Práticas e Lições Aprendidas em Pesquisa de Campo sobre o Desenvolvimento de Jogos Digitais Educativos. Em: XIV Encontro Anual de Computação (EnAComp), 2018.
5.	AUGUSTO DIAS FARIA, RODRIGO ; Hirata Jr., Roberto. Combined Correlation Rules to Detect Skin based on Dynamic Color Clustering. Em: International Conference on Computer Vision Theory and Applications, p. 309-316, 2018.
6.	BRUM, H. B. ; Nunes, M.G.V.. Building a Sentiment Corpus of Tweets in Brazilian Portuguese. Em: LREC 2018, v. 1, p. 4167-4172, 2018.
7.	BRUM, H. B. ; Nunes, M.G.V.. Semi-supervised Sentiment Annotation of Large Corpora. Em: 13th International Conference on Computational Processing of the Portuguese Language, v. 1, p. 385-395, 2018.
8.	CALCADA, D. B. ; Padua, R. ; REZENDE, S. O.. Asymmetric objective measures applied to filter Association Rules Networks. Em: XLIV Latin American Computing Conference, v. 1, p. 1-10, 2018.
9.	CAVALLARI, GABRIEL ; RIBEIRO, LEONARDO ; PONTI, MOACIR. Unsupervised Representation Learning Using Convolutional and Stacked Auto-Encoders: A Domain and Cross-Domain Feature Space Analysis. Em: 2018 31st SIBGRAPI Conference on Graphics, p. 440, 2018.
10.	CEJNOG, L. ; Cesar Jr, Roberto M. ; CAMPOS, T. E. ; ELUI, V.. Hand pose estimation for injured hands. Em: Workshop Works in Progress - Sibgrapi 2018, 2018.
11.	CORREIA, A. H. C. ; SILVA, J. L. M. ; MARTINS, T. C. ; Cozman, Fabio Gagliardi. A fully attention based information retriever. Em: International Joint Conference on Neural Networks, p. 2799-2806, 2018.
12.	Cozman, Fabio Gagliardi; MAUA, D. D.. The finite model theory of Bayesian networks: Descriptive complexity. Em: International Joint Conferences on Artificial Intelligence (IJCAI), p. 5229-5233, 2018.
13.	CRISTINI, L. F. ; DI FELIPPO, Ariani. Source Texts Annotation for Rewriting References to People in Automatic Multi-Document Extracts. Em: PROPOR 2018 Student Research Workshop, v. 01, p. 01-05, 2018.
14.	DAMACENO, R. J. P.; HADDAD, E. A. ; MENA-CHALCO, J. P.. Formação, endogenia e influência institucional na academia brasileira: Uma análise da absorção de doutores nas instituições de ensino superior. Em: 6º Encontro Brasileiro de Bibliometria e Cientometria (EBBC), 2018.
15.	DAMACENO, R. J. P.; ROSSI, L. ; MENA-CHALCO, JESUS P.. Identification of the Brazilian academic roots through mining advisor-advisee relationships. Em: Symposium on Knowledge Discovery, p. 1-187, 2018.
16.	DE ARAUJO, RAFAEL WILL M. ; Hirata, R. ; RAKOTOMAMONJY, ALAIN. Concave Losses for Robust Dictionary Learning. Em: ICASSP 2018 2018 IEEE International Conference on Acoustics, p. 2176, 2018.
17.	DE OLIVEIRA, BRUNA ; BRAGA, JULIANA CRISTINA ; DAMACENO, RAFAEL J. PEZZUTO. Application for the configuration and adaptation of the Android operating system for the visually impaired. Em: the Internet of Accessible Things, p. 1, 2018.
18.	DE PADUA, RENAN ; BRITO CALCADA, DARIO ; OLIVEIRA DE CARVALHO, VERONICA ; OLIVEIRA REZENDE, SOLANGE. Exploring the Data Using Extended Association Rule Network. Em: 2018 7th Brazilian Conference on Intelligent Systems (BRACIS), v. 1, p. 330-6, 2018.
19.	FARIAS, ALEX S. ; REZENDE, SOLANGE O. ; MARCACINI, RICARDO M.. A Comparison Of Parameter Selection Measures For Sensor Learning From Financial News Events. Em: XV Encontro Nacional de Inteligência Artificial e Computacional, v. 1, p. 787-798, 2018.
20.	Finger, Marcelo; PRETO, S.. Probably Half True: Probabilistic Satisfiability over Łukasiewicz Infinitely-Valued Logic. Em: International Joint Conference on Automated Reasoning IJCAR 2018, v. 10900, p. 194-210, 2018.
21.	FONSECA, E. ; ALUÍSIO, Sandra Maria. Syntactic Knowledge for Natural Language Inference in Portuguese. Em: Computational Processing of the Portuguese Language, v. 1, p. 242-252, 2018.
22.	Gusmão, Arthur Colombini ; CORREIA, A. H. C. ; BONA, Glauber de ; Cozman, Fabio Gagliardi. Interpreting embedding models of knowledge bases: A pedagogical approach. Em: ICML Workshop on Human Interpretability in Machine Learning, p. 79-86, 2018.
23.	HARTMANN, N. S. ; PAETZOLD, G. H. ; ALUÍSIO, Sandra Maria. SIMPLEX-PB: A Lexical Simplification Database and Benchmark for Portuguese. Em: Computational Processing of the Portuguese Language, v. 1, p. 272-283, 2018.
24.	HIGUCHI, S. ; FREITAS, CLÁUDIA ; CUCONATO, B. ; Rademaker, Alexandre. Text Mining for History: First Steps on Building a Large Dataset. Em: Language Resources and Evaluation Conference (2018), p. 3754-3760, 2018.
25.	José Amendola ; Tannuri, Eduardo Aoun ; Cozman, Fabio Gagliardi ; COSTA, Anna Helena Reali. Batch reinforcement learning of feasible trajectories in a ship maneuvering simulator. Em: Encontro Nacional de Inteligência Artificial e Computacional, p. 263-274, 2018.
26.	JULCA-AGUILAR, FRANK D. ; Hirata, Nina S. T.. Symbol Detection in Online Handwritten Graphics Using Faster R-CNN. Em: 2018 13th IAPR International Workshop on Document Analysis Systems (DAS), p. 151, 2018.
27.	LEAL, S. E. ; Duran, M. S. ; Sandra Maria Aluísio. A Nontrivial Sentence Corpus for the Task of Sentence Readability Assessment in Portuguese. Em: 27th International Conference on Computational Linguistics, v. 1, p. 401-413, 2018.
28.	PAULA, P. H. L. ; REIS, W. S. ; Rezende, S. O. ; MARCACINI, R. M.. Agrupamento Hierárquico e Multivisão de Eventos por meio de Grafos de Consistência. Em: Symposium on Knowledge Discovery, v. 1, p. 163-170, 2018.
29.	M. RODRIGUES, FRANCISCO CAIO ; Hirata, Roberto ; TELEA, ALEXANDRU CRISTIAN. Image-Based Visualization of Classifier Decision Boundaries. Em: 2018 31st SIBGRAPI Conference on Graphics, v. 1, p. 353-360, 2018.
30.	MACHADO, M. T. ; PARDO, THIAGO A.S. ; RUIZ, E. E. S.. Creating a Portuguese context sensitive lexicon for sentiment analysis. Em: 13th International Conference on the Computational Processing of Portuguese (PROPOR), v. 1, p. 335-344, 2018.
31.	MAIA, A. L. L. M. ; AGUILAR, F. D. J. ; Hirata, N.S.T.. A machine learning approach for graph-based page segmentation. Em: SIBGRAPI 2018, 2018.
32.	Marcacini, R. M. ; CARVALHO, C. ; MUNDIM, M. S. ; COSTA, S. ; REZENDE, S. O.. Introducing the Websensors Georeferenced Event Dataset for Learning to Sense Applications. Em: XIX Brazilian Symposium on GeoInformatics, 2018.
33.	MAX, EDUARDO ZARATE ; MARCACINI, RICARDO MARCONDES ; MATSUBARA, EDSON TAKASHI. Improving Instance Selection via Metric Learning. Em: 2018 International Joint Conference on Neural Networks (IJCNN), p. 1-6, 2018.
34.	MONTEIRO, R. A. ; SANTOS, R. L. S. ; PARDO, THIAGO A.S. ; ALMEIDA, T. A. ; RUIZ, E. E. S. ; Vale, O.A.. Contributions to the Study of Fake News in Portuguese: New Corpus and Automatic Detection Results. Em: 13th International Conference on the Computational Processing of Portuguese (PROPOR), v. 1, p. 324-334, 2018.
35.	OLIVEIRA, H. N.; AVELAR, C. S. ; MACHADO, A. M. C. ; ARAUJO, A. A. ; SANTOS, J. A.. Exploring Deep-based Approaches for Semantic Segmentation of Mammographic Images. Em: Iberoamerican Congresson Pattern Recognition, 2018.
36.	OLIVEIRA, HUGO; DOS SANTOS, JEFERSSON. Deep Transfer Learning for Segmentation of Anatomical Structures in Chest Radiographs. Em: 2018 31st SIBGRAPI Conference on Graphics, p. 204, 2018.
37.	Padua, R. ; Carvalho, V. O. ; REZENDE, S. O. ; SILVA, D. F.. Exploring Musical Relations Using Association Rule Networks. Em: International Society for Music Information Retrieval Conference (ISMIR), p. 400-406, 2018.
38.	Padua, Renan ; CARMO, L. P. ; CARVALHO, Veronica Oliveira de ; Rezende, Solange Oliveira. An Analysis on Community Detection and Clustering Algorithms on the Post-Processing of Association Rules. Em: International Joint Conference on Neural Networks (IJCNN 2018), v. 1, p. 3178-3184, 2018.
39.	PEREIRA DOS SANTOS, FERNANDO ; Antonelli Ponti, Moacir. Robust Feature Spaces from Pre-Trained Deep Network Layers for Skin Lesion Classification. Em: 2018 31st SIBGRAPI Conference on Graphics, p. 189, 2018.
40.	RIVA, M. ; PENTEADO, L. ; Cesar Jr, Roberto M. ; TAKAHASHI, M. S. ; SUZUKI, L. ; MOREIRA FILHO, C. A.. A Structural Graph-Based Method for MRI Analysis. Em: Workshop Works in Progress - Sibgrapi, 2018.
41.	ROCHA, L. ; SOARES-BASTOS, I. ; FREITAS, C. ; RADEMAKER, A.. Scavenger hunt: what do we find when look for confusions. Em: PROPOR 2018 Student Research Workshop, p. 1-6, 2018.
42.	RODRIGUES, FRANCISCO CAIO MAIA ; HIRATA, NINA S. T. ; LOPES, RUBENS M. ; ABELLO, ANTONIO A. ; HIRATA JR., R. ; DE LA CRUZ, LEANDRO T.. Evaluation of Transfer Learning Scenarios in Plankton Image Classification. Em: International Conference on Computer Vision Theory and Applications, v. 1, p. 359-366, 2018.
43.	RODRIGUES, L. S. ; REZENDE, S. O. ; MOURA, Maria Fernanda ; MARCACINI, R. M.. Agrobusiness Time Series Forecasting using Perceptually Important Events. Em: XLIV Latin American Computing Conference (CLEI 2018), v. 1, p. 1-10, 2018.
44.	ROSSI, L. ; DAMACENO, R. J. P. ; MENA-CHALCO, J. P.. Genealogia acadêmica: Um novo olhar sobre impacto acadêmico de pesquisadores. Em: I Seminário de Avaliação de Políticas de CT&I, 2018.
45.	SANTANA DE NAZARE, TIAGO ; DE BARROS PARANHOS DA COSTA, GABRIEL ; Fernandes de Mello, Rodrigo ; Antonelli Ponti, Moacir. Color Quantization in Transfer Learning and Noisy Scenarios: An Empirical Analysis Using Convolutional Networks. Em: 2018 31st SIBGRAPI Conference on Graphics, p. 377, 2018.
46.	SANTANA, IGOR ANDRE ; SUNIGA, ABNER ; DONINI, JULIANO ; VACCARI SUNDERMANN, CAMILA ; OLIVEIRA REZENDE, SOLANGE ; AURELIO DOMINGUES, MARCOS. Transforming Geo-Referenced Data in Contextual Information for Context-Aware Recommender Systems. Em: 2018 IEEE/WIC/ACM International Conference on Web Intelligence (WI), p. 528, 2018.
47.	SANTOS, AYANE ; OLIVEIRA JR, MIGUEL ; SANTOS, RENÉ. Prosodic marking of information status in spoken digit sequences produced by speakers of Brazilian Portuguese and Dutch. Em: 9th International Conference on Speech Prosody 2018, p. 779, 2018.
48.	Santos, D. ; FREITAS, CLÁUDIA ; LOPES, J. M.. COMPARANDO A LITERATURA LUSÓFONA COM OUTRAS LITERATURAS: RECURSOS PARA LEITURA A DISTÂNCIA EM PORTUGUÊS. Em: I CONGRESSO INTERNACIONAL EM HUMANIDADES DIGITAIS, p. 375-383, 2018.
49.	SOARES-BASTOS, I. ; ROCHA, L. ; FREITAS, C.. Not all those who wander are lost, not all that appends is appos: A preliminary study about Apposition and its impacts on NLP. Em: PROPOR 2018 Student Research Workshop, p. 1-6, 2018.
50.	SOBREVILLA CABEZUDO, MARCO ANTONIO ; PARDO, THIAGO A.S.. NILC-SWORNEMO at the Surface Realization Shared Task: Exploring Syntax-Based Word Ordering using Neural Models. Em: First Workshop on Multilingual Surface Realisation, v. 1, p. 1-7, 2018.
51.	SOLER, D. P.; SILVA, B. Z. ; DIAS, B. I. R. S. ; BECKER, M.. Autonomous Quadrotor-Tracking Camera Algorithm. Em: Simpósio do Programa de Pós-Graduação em Engenharia Mecânica, p. 1-277, 2018.
52.	SUNDERMANN, CAMILA ; ANTUNES, JOAO ; DOMINGUES, MARCOS ; REZENDE, SOLANGE. Exploration of Word Embedding Model to Improve Context-Aware Recommender Systems. Em: 2018 IEEE/WIC/ACM International Conference on Web Intelligence (WI), p. 383, 2018.
53.	TOKUDA, E. ; FERREIRA, G. B. A. ; Cesar Jr, Roberto M. ; SILVA, C.. A novel semi-supervised detection approach with weak annotation. Em: 2018 IEEE Southwest Symposium on Image Analysis and Interpretation (SSIAI), 2018.
54.	TOKUDA, E. ; SILVA, C. ; Cesar Jr, Roberto M.. Identificação automática de pichação a partir de imagens urbanas. Em: Workshop Works in Progress - Sibgrapi, 2018.
55.	TONON, V. R. ; MARTINS, Camila Delefrate ; REZENDE, S. O.. Implementação e avaliação de sistemas de recomendação, tradicional e sensível ao contexto, baseados em técnicas de fatoração de matrizes. Em: Concurso Latino-americano de Trabalhos de Graduação (CLATG_CLEI_LACLO) np XLIV Latin American Computing Conference, v. 1, p. 66-75, 2018.
56.	TREVISO, M. V. ; ALUÍSIO, Sandra Maria. Sentence Segmentation and Disfluency Detection in Narrative Transcripts from Neuropsychological Tests. Em: Computational Processing of the Portuguese Language, v. 1, p. 409-418, 2018.
57.	VARGAS, F. A. ; PARDO, THIAGO A.S.. Aspect Clustering Methods for Sentiment Analysis. Em: 13th International Conference on the Computational Processing of Portuguese (PROPOR), v. 11122, p. 365-374, 2018.
58.	VASQUES, D. G. ; REZENDE, S. O. ; MARTINS, P. S.. A Semantic Approach to Uncovering Implicit Relationships in Textual Databases. Em: XLIV Latin American Computing Conference, v. 1, p. 1-10, 2018.

2017

1.	AGUILAR, FRANK DENNIS JULCA ; Hirata, Nina S.T.. Image Operator Learning Coupled with CNN Classification and Its Application to Staff Line Removal. Em: 2017 14th IAPR International Conference on Document Analysis and Recognition (ICDAR), p. 53, 2017.
2.	ANCHIETA, R. T. ; SOUSA, R. F. ; MOURA, R. S. ; PARDO, THIAGO A.S.. Improving Opinion Summarization by Assessing Sentence Importance in On-line Reviews. Em: 11th Brazilian Symposium in Information and Human Language Technology (STIL), v. 1, p. 32-36, 2017.
3.	ANTUNES, R. A. M. R. ; PARDO, THIAGO A.S. ; Almeida, G.M.B.. Formação de gentílicos a partir de topônimos: descrição linguística e aprendizado automático. Em: 11th Brazilian Symposium in Information and Human Language Technology (STIL), v. 1, p. 73-82, 2017.
4.	BARBOSA, J. R. ; MATSUNO, I. P. ; GUIMARAES, E. R. ; REZENDE, S. O. ; VINCENZI, A. M. R. ; DELAMARO, M. E.. Mineração de Textos para Apoiar a Predição de Severidade de Relatórios de Incidentes: um Estudo de Viabilidade. Em: Simpósio Brasileiro de Qualidade de Software, v. 1, p. 89-103, 2017.
5.	BONA, Glauber de ; COZMAN, F. Encoding the consistency of relational Bayesian networks. Em: Encontro Nacional de Inteligência Artificial e Computacional, p. 1-12, 2017.
6.	Bueno, Thiago ; MAUA, D. D. ; BARROS, Leliane Nunes de ; Cozman, Fabio Gagliardi. Modeling Markov Decision Processes with imprecise probabilities using probabilistic logic programming. Em: International Conference on Imprecise Probabilities: Theories and Applications, p. 49-60, 2017.
7.	Carvalho, V. O. ; PAULA, D. D. ; Pacheco, M. V. ; SANTOS, W. E. ; Padua, R. ; REZENDE, S. O.. Ranking Association Rules by Clustering through Interestingness. Em: 16th Mexican International Conference on Artificial Intelligence (MICAI), v. 1, p. 1-10, 2017.
8.	Cozman, Fabio Gagliardi. Evenly convex credal sets. Em: International Conference on Imprecise Probabilities: Theories and Applications, p. 190-120, 2017.
9.	Cozman, Fabio Gagliardi; MAUA, D. D.. The descriptive complexity of Bayesian network specifications. Em: European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, v. 10369, p. 93-103, 2017.
10.	Cozman, Fabio Gagliardi; MAUA, D. D.. The complexity of inferences and explanations in probabilistic logic programming. Em: European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, v. 10369, p. 449-458, 2017.
11.	CRISCUOLO, M. ; ALUÍSIO, Sandra Maria. Discriminating between Similar Languages with Word-level Convolutional Neural Networks. Em: The Fourth Workshop on NLP for Similar Languages, v. 1, p. 124-130, 2017.
12.	CRISCUOLO, M. ; FONSECA, E. ; ALUÍSIO, Sandra Maria ; SPERANCA-CRISCUOLO, A. C.. MilkQA: a Dataset of Consumer Questions for the Task of Answer Selection. Em: 2017 Brazilian Conference on Intelligent Systems, v. 1, p. 354-359, 2017.
13.	DAMACENO, R. J. P.; ROSSI, L. ; MENA-CHALCO, J. P.. Identificação do grafo de genealogia acadêmica de pesquisadores: Uma abordagem baseada na Plataforma Lattes. Em: 32° Simpósio Brasileiro de Banco de Dados, 2017.
14.	DE MAGALHAES, VANESSA MAIA AGUIAR ; BERNARDO, WILLIAM FERNANDES ; DINIZ, FABIO HOMERO ; LAGE DOS SANTOS, KATIA C. ; FONSECA, LEONARDO M. GRAVINA ; ALUISIO, SANDRA MARIA ; LEAL, SYDNEY. E-rural methodology: Contents elaborated according to the literacy level of the target audience. Em: 2017 Twelfth Latin American Conference on Learning Technologies (LACLO), p. 1-9, 2017.
15.	EUSTAQUIO, F. ; CAMARGO, H. A. ; REZENDE, S. O. ; NOGUEIRA, T. M.. On Fuzzy Cluster Validity Indexes for High Dimensional Feature Space. Em: The 10th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT),, v. 1, p. 1-10, 2017.
16.	Finger, Marcelo; De Bona, Glauber. Algorithms for Deciding Counting Quantifiers over Unary Predicates. Em: Thirty-First AAAI Conference on Artificial Intelligence, p. 3878-3884, 2017.
17.	Finger, Marcelo; LUZ, F. F.. Semantic Parsing Natural Language into SPARQL: an LSTM Enconder-Decoder Neural Net Approach. Em: ENIAC 207 - Encontro Nacional de Inteligência Artificial e Computacional, p. 1-12, 2017.
18.	FLORENCE, RONALDO ; NOGUEIRA, BRUNO ; MARCACINI, RICARDO. Constrained Hierarchical Clustering for News Events. Em: the 21st International Database Engineering & Applications Symposium, p. 49-56, 2017.
19.	GUEVARA, JORGE ; Hirata, Roberto ; CANU, STEPHANE. Cross product kernels for fuzzy set similarity. Em: 2017 IEEE International Conference on Fuzzy Systems (FUZZIEEE), p. 1, 2017.
20.	HARTMANN, N. ; FONSECA, E. ; SHULBY, C. ; TREVISO, M. ; RODRIGUES, J. S. ; ALUÍSIO, Sandra Maria. Portuguese Word Embeddings: Evaluating on Word Analogies and Natural Language Tasks. Em: XI Brazilian Symposium in Information and Human Language Technology - STIL 2017, v. 1, p. 122-131, 2017.
21.	JULCA-AGUILAR, FRANK D. ; MAIA, ANA L.L.M. ; Hirata, Nina S.T.. Text/Non-Text Classification of Connected Components in Document Images. Em: 2017 30th SIBGRAPI Conference on Graphics, p. 450, 2017.
22.	LEAO, A. ; FERNANDES, P. ; LOPES, L. ; LOPES, L. ; ASSUNCAO, J.. Classifying with AdaBoost.M1: The Training Error Threshold Myth. Em: The 30th International Florida Artificial Intelligence Research Society Conference -FLAIRS 2017, p. 199-201, 2017.
23.	MACHADO, M. T. ; RUIZ, E. E. S. ; PARDO, THIAGO A.S.. Analysis of unsupervised aspect term identification methods for Portuguese reviews. Em: 14o Encontro Nacional de Inteligência Artificial e Computacional (ENIAC), v. 1, p. 239-249, 2017.
24.	MACHADO, M. T. ; TEMPORAL, J. C. A. N. ; PARDO, THIAGO A.S. ; RUIZ, E. E. S.. Mineração de tópicos e aspectos em microblogs sobre Dengue, Chikungunya, Zika e Microcefalia. Em: XVII Workshop de Informática Médica, v. 1, p. 265-274, 2017.
25.	MARCACINI, R. M.; ROSSI, R. G. ; NOGUEIRA, B. M. ; MARTINS, L. V. C. ; CHERMAN, E. A. ; Rezende, S. O.. Websensors Analytics: Learning to sense the real world using web news events. Em: Workshop de Ferramentas e Aplicações (WFA) 2017 - Simpósio Brasileiro de Sistemas Multimídia e Web (WebMedia, v. 1, p. 169-173, 2017.
26.	MAUA, D. D. ; Cozman, Fabio Gagliardi ; Conaty, Diarmaid ; CAMPOS, Cassio Polpo de. Credal sum-product networks. Em: International Conference on Imprecise Probabilities: Theories and Applications, p. 205-216, 2017.
27.	Mormille, Luiz Henrique ; Cozman, Fabio Gagliardi. Learning probabilistic relational models: A simplified framework, a case study, and a package. Em: Symposium on Knowledge Discovery, p. 129-136, 2017.
28.	NOGUEIRA, BRUNO MAGALHAES ; BENEVIDES TOMAS, YURI KARAN ; MARCACINI, RICARDO MARCONDES. Integrating distance metric learning and cluster-level constraints in semi-supervised clustering. Em: 2017 International Joint Conference on Neural Networks (IJCNN), p. 4118-4125, 2017.
29.	Nóbrega, F.A.A. ; PARDO, THIAGO A.S.. Update Summarization for Portuguese. Em: 6th Brazilian Conference on Intelligent Systems (BRACIS), v. 1, p. 348-353, 2017.
30.	OKIMOTO, L. C. ; SAVII, R. M. ; LORENA, A. C.. Complexity Measures Effectiveness in Feature Selection. Em: Brazilian Conference on Intelligent Systems (BRACIS), v. 1, p. 1-6, 2017.
31.	PARDO, THIAGO A.S.; BAPTISTA, J. ; DURAN, M. ; NUNES, Maria das Graças Volpe ; Nóbrega, F.A.A. ; ALUISIO, S. M. ; DI FELIPPO, Ariani ; SENO, Eloize Rossi Marques ; SILVA, R. R. ; ANCHIETA, R. T. ; BRUM, H. B. ; DIAS, MÁRCIO DE SOUZA ; MARTINS, R. S. O. ; Maziero, E.G. ; Souza, J.W.C. ; VARGAS, F. A.. The Coreference Annotation of the CSTNews Corpus. Em: Second Workshop on Evaluation of Human Language Technologies for Iberian Languages (IberEval 2017) co-located with 33th Conference of the Spanish Society for Natural Language Processing (SEPLN) 2017, v. 1881, p. 102-112, 2017.
32.	PONTI, MOACIR ANTONELLI. Relevance Image Sampling from Collection Using Importance Selection on Randomized Optimum-Path Trees. Em: 2017 Brazilian Conference on Intelligent Systems (BRACIS), p. 198, 2017.
33.	PONTI, MOACIR ANTONELLI; RIBEIRO, LEONARDO SAMPAIO FERRAZ ; NAZARE, TIAGO SANTANA ; BUI, TU ; COLLOMOSSE, JOHN. Everything You Wanted to Know about Deep Learning for Computer Vision but Were Afraid to Ask. Em: 2017 30th SIBGRAPI Conference on Graphics, p. 17-41, 2017.
34.	PONTI, MOACIR; NAZARE, TIAGO S. ; KITTLER, JOSEF. Optical-flow features empirical mode decomposition for motion anomaly detection. Em: ICASSP 2017 2017 IEEE International Conference on Acoustics, v. 1, p. 1403-5, 2017.
35.	RADEMAKER, A. ; CHALUB, F. ; Freitas, Cláudia. Two Corpus Based Experiments With Portuguese and English Wordnets. Em: 1st Workshop on the OntoLex Model (OntoLex-2017), v. 1899, p. 134-145, 2017.
36.	RADEMAKER, A. ; CHALUB, F. ; REAL, L. ; Freitas, Cláudia ; Bick, E. ; de PAIVA, V.. Universal Dependencies for Portuguese'. Proceedings of the Fourth International Conference on Dependency Linguistics. Em: International Conference on Dependency Linguistics (Depling 2017), p. 197-206, 2017.
37.	RODRIGUES, R.; VALE, Oto Araújo ; ALEMANY, L. A.. As bases de dados verbais ADESSE e ViPEr: uma análise constrastiva das construções locativas em espanhol e em português. Em: V Jornada de Descrição do Português - JDP, p. 266-273, 2017.
38.	ROSSI, LUCIANO ; FREIRE, IGOR LEITE ; DAMACENO, RAFAEL J. P. ; MENA-CHALCO, JESUS P.. Genealogia acadêmica dos doutores atuantes em matemática: um mapeamento macro na ciência brasileira. Em: CNMAC 2017 XXXVII Congresso Nacional de Matemática Aplicada e Computacional, v. 6, 2017.
39.	SANTOS, BRUCCE NEVES DOS ; ROSSI, RAFAEL GERALDELI ; MARCACINI, RICARDO MARCONDES. Transductive Event Classification through Heterogeneous Networks. Em: 23rd Brazillian Symposium on Multimedia and the Web, p. 285-292, 2017.
40.	SANTOS, L. B. ; CORREA JR., E. A. ; OLIVEIRA JR., O. N. ; AMANCIO, D. R. ; MANSUR, L. L. ; ALUÍSIO, S. M.. Enriching Complex Networks with Word Embeddings for Detecting Mild Cognitive Impairment from Speech Transcripts. Em: Annual Meeting of the Association for Computational Linguist 2017, v. 1, p. 1284-1296, 2017.
41.	SANTOS, L. B. ; Duran, M. S. ; HARTMANN, N. S. ; CANDIDO JUNIOR, A. ; PAETZOLD, G. H. ; ALUÍSIO, Sandra Maria. A Lightweight Regression Method to Infer Psycholinguistic Properties for Brazilian Portuguese. Em: The 20th International Conference of Text, v. 10415, p. 281-289, 2017.
42.	SHULBY, C. ; FERREIRA, M. D. ; MELLO, R. ; ALUÍSIO, Sandra Maria. Acoustic Modeling Using a Shallow CNN-HTSVM Architecture. Em: 2017 Brazilian Conference on Intelligent Systems, v. 1, p. 85-90, 2017.
43.	SINOARA, ROBERTA A. ; SCHEICHER, RICARDO B. ; REZENDE, SOLANGE O.. Evaluation of latent dirichlet allocation for document organization in different levels of semantic complexity. Em: 2017 IEEE Symposium Series on Computational Intelligence (SSCI), v. 1, p. 1-8, 2017.
44.	TESSELE, V. ; LUCHESE, A. V. ; CANDIDO JUNIOR, A.. Busca de Soluções Ótimas na Recomendação de Adubação Utilizando Algoritmo Genético. Em: I Seminário Internacional de Pós-Graduação em Desenvolvimento Rural Sustentável e IV Jornada Questão Agrária e Desenvolvimento, 2017.
45.	TREVISO, M. ; SHULBY, C. ; ALUÍSIO, Sandra Maria. Sentence Segmentation in Narrative Transcripts from Neuropsychological Tests using Recurrent Convolutional Neural Networks. Em: European Chapter of the Association for Computational Linguistics - EACL 2017, v. 1, p. 315-325, 2017.
46.	TREVISO, M. ; SHULBY, C. ; ALUÍSIO, Sandra Maria. Evaluating Word Embeddings for Sentence Boundary Detection in Speech Transcripts. Em: XI Brazilian Symposiumin Information and Human Language Technology - STIL 2017, v. 1, p. 151-160, 2017.
47.	VARGAS, F. A.; PARDO, T. A. S.. Clustering and Hierarchical Organization of Opinion Aspects: A Corpus Study. Em: IX Escola Brasileira de Linguística Computacional e XIV Encontro de Linguística de Corpus, p. 20-30, 2017.
48.	VASQUES, D. G. ; COMELLI, L. ; RANIERI, C. M ; REZENDE, S. O.. Mineração de Textos para Gestão de Clientes em Empresas de Telecomunicações. Em: XIII Brazilian Symposium on Information Systems, 2017.
49.	VIEIRA DE FARIA, F. H. O. ; Cozman, Fabio Gagliardi ; MAUA, D. D.. Closed-form solutions in learning probabilistic logic programs by exact score maximization. Em: International Conference on Scalable Uncertainty Management, v. 10564, p. 119-133, 2017.
50.	VIEIRA DE FARIA, F. H. O. ; Gusmão, Arthur Colombini ; BONA, Glauber de ; MAUA, D. D. ; Cozman, Fabio Gagliardi. Parameter learning in ProbLog with probabilistic rules. Em: Symposium on Knowledge Discovery, p. 27-34, 2017.

2016

1.	Araujo, I. B. A. C.; Calumby, R. T.. Clustering Quality Analysis for Visual Diversity. Em: Workshop de Trabalhos de Iniciação Científica e Graduação da XVI Escola Regional de Computação Bahia, 2016.
2.	Araujo, I. B. A. C.; Calumby, R. T.. Features Fusion for Diversity Gap Reduction. Em: 31 Simpósio Brasileiro de Banco de Dados (SBBD), p. 175-180, 2016.
3.	AVANCO, L. V. ; BRUM, H. B. ; NUNES, M. G. V.. Improving Opinion Classifiers by Combining Different Methods and Resources. Em: XIII Encontro Nacional de Inteligência Artificial e Computacional, v. 1, p. 25-36, 2016.
4.	BARBOSA, M. M. ; WEILAND, M. G. ; ERDMANN, A. C. ; CANDIDO JUNIOR, A. ; PAULA FILHO, P. L.. Identificação de Espécies Florestais: uma Abordagem Não invasiva Usando Processamento de Imagens. Em: Seminário de Extensão e Inovação da UTFPR (6o SEI-UTFPR), 2016.
5.	BARBOSA, S. ; COSLEY, D. ; SHARMA, A. ; Cesar Jr., R.M.. Averaging Gone Wrong: Using Time-Aware Analyses to Better Understand Behavior. Em: 25th International Conference on World Wide Web, v. 1, p. 829-841, 2016.
6.	BATISTA, DANIEL MACEDO ; Goldman, Alfredo ; Hirata, Roberto ; KON, FABIO ; COSTA, FABIO M. ; ENDLER, MARKUS. InterSCity: Addressing Future Internet research challenges for Smart Cities. Em: 2016 7th International Conference on the Network of the Future (NOF), p. 1, 2016.
7.	BERTAGLIA, T. F. C. ; Nunes, M.G.V.. Exploring Word Embeddings for Unsupervised Textual User-Generated Content Normalization. Em: WNUT 2016 2nd Workshop on Noisy User-generated Text, p. 74-82, 2016.
8.	Bonatti, Rogerio ; Gola de Paula, Arthur ; Lamarca, Victor ; Cozman, Fabio Gagliardi. Effect of part-of-speech and lemmatization filtering in email classification for automatic reply. Em: Knowledge Extraction from Text: Workshop of the Thirtieth AAAI Conference on Artificial Intelligence, p. 496-501, 2016.
9.	Bueno, Thiago ; MAUA, D. D. ; BARROS, Leliane Nunes de ; Cozman, Fabio Gagliardi. Markov Decision Processes specified by probabilistic logic programming: representation and solution. Em: Brazilian Conference on Intelligent Systems, p. 337-342, 2016.
10.	CARVALHO, NILTON V. ; REZENDE, SOLANGE O. ; CAMARGO, HELOISA A. ; NOGUEIRA, TATIANE M.. Flexible document organization by mixing fuzzy and possibilistic clustering algorithms. Em: 2016 IEEE International Conference on Fuzzy Systems (FUZZIEEE), v. 1, p. 790, 2016.
11.	CARVALHO, Veronica Oliveira de ; Padua, R. ; REZENDE, SOLANGE. Solving the Problem of Selecting Suitable Objective Measures by Clustering Association Rules Through the Measures Themselves. Em: International Conference on Current Trends in Theory and Practice of Computer Science, v. 9587, p. 505-517, 2016.
12.	CERVANTES, E. P. ; COMIN, CESAR HENRIQUE ; Costa, Luciano Da F. ; Cesar Jr., R.M.. Data-oriented neuron classification from their parts. Em: IEEE eScience Conference, v. 1, 2016.
13.	CONTATO, WELINTON A. ; NAZARE, TIAGO S. ; COSTA, GABRIEL B. PARANHOS DA ; PONTI, MOACIR ; NETO, JOAO E. S. BATISTA. Improving Non-local Video Denoising with Local Binary Patterns and Image Quantization. Em: 2016 29th SIBGRAPI Conference on Graphics, p. 241-249, 2016.
14.	Cozman, Fabio Gagliardi; MAUA, D. D.. The structure and complexity of credal semantics. Em: 3rd International Workshop on Probabilistic Logic Programming, v. 1, p. 3-14, 2016.
15.	Cozman, Fabio Gagliardi; MAUA, D. D.. Probabilistic graphical models specified by probabilistic logic programs: semantics and complexity results. Em: Eighth International Conference on Probabilistic Graphical Models, p. 110-122, 2016.
16.	Cozman, Fabio Gagliardi; MAUA, D. D.. The well-founded semantics of cyclic probabilistic logic programs: meaning and complexity. Em: XIII Encontro Nacional de Inteligência Artificial e Computacional, p. 157-168, 2016.
17.	DAMACENO, RAFAEL JEFERSON PEZZUTO; BRAGA, JULIANA CRISTINA ; CHALCO, JESÚS PASCUAL MENA. Mobile Device Accessibility for the Visually Impaired. Em: the 15th Brazilian Symposium, p. 1, 2016.
18.	DAZZI, E. ; T. E. Campos ; HILTON, A. ; Cesar Jr., R.M.. Efficient Object Recognition Using Sampling of Keypoint Triples and Keygraph Structure. Em: XXIV Sibgrapi 2016, v. 1, 2016.
19.	De Bona, Glauber ; Finger, Marcelo ; RIBEIRO, M. M. ; SANTOS, Y. D. ; WASSERMANN, R.. Consolidating Probabilistic Knowledge Bases via Belief Contraction. Em: KR2016 - 15th International Conference on Principles of Knowledge Representation and Reasoning, 2016.
20.	de Paiva, Valeria ; REAL, L. ; Oliveira, H. ; RADEMAKER, A. ; FREITAS, CLÁUDIA ; SIMOES, A.. An overview of Portuguese WordNets. Em: Global Wordnet Conference 2016, p. 74-81, 2016.
21.	DI FELIPPO, Ariani. CM2News: Towards a Corpus for Multilingual Multi-document Summarization. Em: Corpora and Tools for Processing Corpora Workshop (CTPC), v. 01, p. 01-08, 2016.
22.	DI FELIPPO, Ariani ; Tosta, F.E.S. ; PARDO, THIAGO A.S.. Applying Lexical-Conceptual Knowledge for Multilingual Multi-document Summarization. Em: XII International Conference on the Computational Processing of Portuguese (PROPOR), v. 9727, p. 38-49, 2016.
23.	DI FELIPPO, Ariani; NENKOVA, A.. Phrase Generalization: a Corpus Study in Multi-Document Abstracts and Original News Alignments. Em: LAW X - Linguistic Annotation Workshop, v. 01, p. 151-159, 2016.
24.	FARIAS, DARLAN SANTANA ; MATSUNO, IVONE PENQUE ; MARCACINI, RICARDO MARCONDES ; REZENDE, SOLANGE OLIVEIRA. Opinion-meter: A Framework for Aspect-Based Sentiment Analysis. Em: 22nd Brazilian Symposium on Multimedia and the Web, p. 351-354, 2016.
25.	FREITAS, CLÁUDIA; FREITAS, B. ; SANTOS, DIANA. QUEMDISSE? Reported speech in Portuguese. Em: Tenth International Conference on Language Resources and Evaluation (LREC 2016), p. 4410-4416, 2016.
26.	HARTMANN, N. ; CUCATTO, Lívia ; BRANTS, D. ; ALUÍSIO, S. M.. Automatic Classification of the Complexity of Nonfiction Texts in Portuguese for Early School Years. Em: International Conference on the Computational Processing of Portuguese, v. 1, p. 12-24, 2016.
27.	HARTMANN, N. ; DURAN, M. ; ALUÍSIO, S. M.. Automatic Semantic Role Labeling on Non-revised Syntactic Trees of Journalistic Texts. Em: 12th International Conference on the Computational Processing of Portuguese, v. 1, p. 202-212, 2016.
28.	HIRATA, NINA S. T. ; MONTAGNER, IGOR S. ; Hirata, Roberto. Comics image processing. Em: the 1st International Workshop, p. 1, 2016.
29.	Hirata, Nina S.T.; FERNANDEZ, MARIELA A. ; LOPES, RUBENS M.. Plankton Image Classification Based on Multiple Segmentations. Em: 2016 ICPR 2nd Workshop on Computer Vision for Analysis of Underwater Imagery (CVAUI), p. 55, 2016.
30.	JR, MIGUEL OLIVEIRA; ALMEIDA, AYANE NAZARELA ; ALMEIDA, RENÉ ALAIN ; MUSILIYU, OYEDEJI. Intelligibility and acceptability of time-compressed utterances: An experimental study with blind and sighted listeners. Em: Speech Prosody 2016, p. 1100-1104, 2016.
31.	JULCA-AGUILAR, FRANK ; Hirata, Nina S. T. ; MOUCHERE, HAROLD ; VIARD-GAUDIN, CHRISTIAN. Subexpression and dominant symbol histograms for spatial relation classification in mathematical expressions. Em: 2016 23rd International Conference on Pattern Recognition (ICPR), p. 3446, 2016.
32.	Lopes, Lucelene; FERNANDES, PAULO ; VIEIRA, Renata. ExATO -- High Quality Term Extraction for Portuguese and English. Em: 2016 IEEE/WIC/ACM International Conference on Web Intelligence, p. 1-6, 2016.
33.	MABIALA, A. C. ; SOUSA, A. W. ; ROMAN, N. T. ; BERNARDES JUNIOR, J. L. ; ANTUNES, M. M. ; ORTEGA, E. M. ; DIGIAMPIETRI, L. A. ; CURA, L. M. V. ; SILVA, V. F. ; LIMA, C. A. M.. Introducing a Language for Human Stance Description. Em: 7th International Conference on Digital Human Modeling and Applications in Health, p. 17-22, 2016.
34.	MARCACINI, RICARDO M.; CARNEVALI, JULIO C. ; DOMINGOS, JOAO. On combining Websensors and DTW distance for kNN Time Series Forecasting. Em: 2016 23rd International Conference on Pattern Recognition (ICPR), p. 2521-2525, 2016.
35.	MAUA, D. D. ; Cozman, Fabio Gagliardi. The effect of probability formulas on the complexity of relational Bayesian networks. Em: Eighth International Conference on Probabilistic Graphical Models, p. 333-344, 2016.
36.	ALMEIDA, G. A. M. ; AVANCO, L. V. ; Duran M S ; FONSECA, E. ; Nunes, M.G.V. ; ALUÍSIO, Sandra M. Evaluating Phonetic Spellers for User-generated Content in Brazilian Portuguese. Em: PROPOR 2016 - The International Conference on the Computational Processing of Portuguese, v. 9727, p. 361-373, 2016.
37.	MONTAGNER, IGOR S. ; HIRATA, NINA S. T. ; Hirata, Roberto. Image Operator Learning and Applications. Em: 2016 29th SIBGRAPI Conference on Graphics, p. 38-50, 2016.
38.	MONTAGNER, IGOR S. ; HIRATA, NINA S. T. ; Hirata, Roberto ; CANU, STEPHANE. NILC: A two level learning algorithm with operator selection. Em: 2016 IEEE International Conference on Image Processing (ICIP), p. 1873, 2016.
39.	MONTAGNER, IGOR S. ; Hirata, Roberto ; HIRATA, NINA S. T. ; CANU, STEPHANE. Kernel Approximations for W-Operator Learning. Em: 2016 29th SIBGRAPI Conference on Graphics, p. 386-393, 2016.
40.	NÓBREGA, FERNANDO ANTÔNIO ASEVEDO ; PARDO, THIAGO A.S.. Investigating Machine Learning Approaches for Sentence Compression in Different Application Contexts for Portuguese. Em: XII International Conference on the Computational Processing of Portuguese (PROPOR), v. 9727, p. 245-250, 2016.
41.	OLIVEIRA, H. N.; SANTOS, J. A. ; MELO, M. C. ; REGO, T. G. ; BATISTA, L. V.. Information Theory-based Detection of Noisy Bit Planes in Medical Images. Em: SIBGRAPI - Conference on Graphics, 2016.
42.	Padua, R. ; Carvalho, V. O. ; REZENDE, S. O.. Post-processing Association Rules: A Network Based Label Propagation Approach. Em: International Conference on Current Trends in Theory and Practice of Computer Science, v. 9587, p. 580-591, 2016.
43.	Padua, Renan ; SILVA JUNIOR, E. L. ; CARMO, L. P. ; CARVALHO, Veronica Oliveira de ; REZENDE, S. O.. Preprocessing data sets for association rules using community detection and clustering: a comparative study. Em: Encontro Nacional de Inteligência Artificial e Computacional, v. 1, p. 553-564, 2016.
44.	PRADO, K. S. ; ROMAN, N. T. ; SILVA, V. F. ; BERNARDES JUNIOR, J. L. ; DIGIAMPIETRI, L. A. ; ORTEGA, E. M. ; LIMA, C. A. M. ; CURA, L. M. V. ; ANTUNES, M. M.. Automatic Facial Recognition: A Systematic Review on the Problem of Light Variation. Em: 18th International Conference on Human-Computer Interaction (HCI International 2016), p. 17-22, 2016.
45.	RIBEIRO, D. ; BERNARDES JUNIOR, J. L. ; ROMAN, N. T. ; ANTUNES, M. M. ; ORTEGA, E. M. ; SOUSA, A. ; DIGIAMPIETRI, L. A. ; CURA, L. M. V. ; SILVA, V. F. ; LIMA, C. A. M.. Analysis of Choreographed Human Movements Using Depth Cameras: A Systematic Review. Em: 18th International Conference on Human-Computer Interaction (HCI International 2016), p. 82-22, 2016.
46.	RIVA, M. ; PONTI, M. ; DE CAMPOS, T. E.. One-class to Multi-class Model Update using the Class-Incremental Optimum-Path Forest Classifier. Em: 22nd European Conference on Artificial Intelligence (ECAI), v. 285, p. 216-224, 2016.
47.	SCHEICHER1, R. B. ; SINOARA, R. A. ; KOGA, N. J. ; REZENDE, SOLANGE O.. Uso de expressões do domínio na classificação automática de documentos. Em: Encontro Nacional de Inteligência Artificial e Computacional, v. 1, p. 625-636, 2016.
48.	SERRAS, F. ; Finger, Marcelo. Previsão da Temática de Notícias Futuras: Implementação do Algoritmo PROPHET aos dados de um Jornal de Grande Circulação. Em: ENIAC2016 - Encontro Nacional de Inteligência Artificial e Computacional, 2016.
49.	Sguerra, Bruno ; Cozman, Fabio Gagliardi. Image classification using sum-product networks for autonomous flight of micro aerial vehicles. Em: Brazilian Conference on Intelligent Systems, p. 139-144, 2016.
50.	SINOARA, ROBERTA A. ; ROSSI, RAFAEL G. ; REZENDE, SOLANGE O.. Semantic role-based representations in text classification. Em: 2016 23rd International Conference on Pattern Recognition (ICPR), p. 2313, 2016.
51.	VIEIRA, Renata ; AMARAL, D. O. F. ; COLLOVINI, S. ; FONSECA, E. B. ; FREITAS, A. ; Freitas, L.A. ; GRANADA, R. ; HILGERT, L. ; LOPES, L. ; LOPES, L. ; SCHMIDT, D. ; SEVERO, B. ; SOUZA, M. ; TROJAHN, C.. Language resources for information extraction and semantic computing - NLP at PUCRS. Em: Workshop on Corpora and Tools for Processing Corpora, p. 17-25, 2016.

2015

1.	AGUILAR, F. D. J. ; MOUCHERE, HAROLD ; VIARD-GAUDIN, C. ; HIRATA, N. S. T.. Top-Down Online Handwritten Mathematical Expression Parsing with Graph Grammar. Em: The 20th Iberoamerican Congress on Pattern Recognition, p. 444, 2015.
2.	ARRUDA, G. D. ; ROMAN, N. T. ; MONTEIRO, A. M.. An Annotated Corpus for Sentiment Analysis in Political News. Em: Brazilian Symposium in Information and Human Language Technology (STIL 2015), 2015.
3.	ASSUNCAO, J. ; FERNANDES, P. ; Lopes, Lucelene ; LOPES, L. ; STUDENY, A. ; VINCENT, J.. SANGE ? Stochastic Automata Networks Generator. A tool to efﬁciently predict events through structured Markovian models. Em: The 27th International Conference on Software Engineering and Knowledge Engineering - SEKE, 2015.
4.	BARBIERI, TAMIRES T. S. ; TROJAHN, TIAGO H. ; Ponti-Jr, Moacir P. ; GOULARTE, RUDINEI. Shot-HR. Em: the 30th Annual ACM Symposium, p. 1257-1264, 2015.
5.	BARBOSA, S. ; Cesar Jr, Roberto M. ; COSLEY, D.. Using Text Similarity to Detect Social Interactions not Captured by Formal Reply Mechanisms. Em: IEEE eScience Conference, 2015.
6.	BATISTA, A. S. A. ; ROMAN, N. T. ; MONTEIRO, A. M.. ResDial Corpus: Some Statistics and Correlations. Em: XII Encontro Nacional de Inteligência Artificial e Computacional (ENIAC), 2015.
7.	CAMARGO, RENATA T. ; DI FELIPPO, Ariani ; PARDO, THIAGO A.S.. On Strategies of Human Multi-Document Summarization. Em: The 10th Brazilian Symposium in Information and Human Language Technology (STIL), v. 01, p. 141-150, 2015.
8.	Cardoso, P.C.F. ; Jorge, M.L.C. ; PARDO, THIAGO A.S.. Exploring the Rhetorical Structure Theory for Multi-document Summarization. Em: 5th Workshop 'RST and Discourse Studies', v. 1, p. 1-10, 2015.
9.	Cardoso, P.C.F. ; PARDO, THIAGO A.S.. Joint semantic discourse models for automatic multi-document summarization. Em: 10th Brazilian Symposium in Information and Human Language Technology, v. 1, p. 81-90, 2015.
10.	CONDORI, R. E. L. ; AVANCO, L. V. ; Balage Filho, P.P ; GARAY, A. Y. B. ; Cardoso, P.C.F. ; Dias, M.S. ; Nóbrega, F.A.A. ; CABEZUDO, M. A. S. ; Souza, J.W.C. ; Zacarias, A.C.I. ; SENO, Eloize Rossi Marques ; DI FELIPPO, Ariani ; PARDO, THIAGO A.S.. A Qualitative Analysis of a Corpus of Opinion Summaries based on Aspects. Em: The 9th Linguistic Annotation Workshop (LAW IX), v. 01, p. 62-71, 2015.
11.	CONDORI, R. E. L. ; PARDO, Thiago Alexandre Salgueiro. Experiments on Sentence Boundary Detection in User-Generated Web Content. Em: 16th International Conference on Intelligent Text Processing and Computational Linguistics, v. 9041, p. 227-237, 2015.
12.	COZMAN, F; MAUA, D. D.. Bayesian Networks Specified Using Propositional and Relational Constructs: Combined, Data, and Domain Complexity. Em: AAAI Conference on Artificial Intelligence, v. 1, p. 3519-3524, 2015.
13.	Cozman, Fabio Gagliardi. Some remarks on sets of lexicographic probabilities and sets of desirable gambles. Em: International Symposium on Imprecise Probability: Theories and Applications, v. 1, p. 87-96, 2015.
14.	Cozman, Fabio Gagliardi; MAUA, D. D.. On the complexity of propositional and relational credal networks. Em: International Symposium on Imprecise Probability: Theories and Applications, v. 1, p. 97-106, 2015.
15.	Cozman, Fabio Gagliardi; MAUÁ, DENIS DERATANI. The complexity of plate probabilistic models. Em: International Conference on Scalable Uncertainty Management, p. 36-49, 2015.
16.	Cozman, Fabio Gagliardi; MAUÁ, DENIS DERATANI. Specifying probabilistic relational models with description logics. Em: Encontro Nacional de Inteligência Artificial e Computacional, p. 1-12, 2015.
17.	CUNHA, A. ; Sousa, L.B. ; MANSUR, L. ; ALUÍSIO, Sandra Maria. Automatic Proposition Extraction from Dependency Trees: Helping Early Prediction of Alzheimer?s Disease from Narratives. Em: 2015 IEEE 28th International Symposium on Computer-Based Medical Systems, v. 1, p. 127-130, 2015.
18.	CANDIDO JUNIOR, A.; VIEIRA, T. L. ; SERIKAWA, M. A. ; SILVA, M. A. R. ; ZANGIROLAMI, R. ; ALUÍSIO, S. M.. Portal Min@s: Uma Ferramenta de Apoio ao Processamento de Córpus de Propósito Geral. Em: X Brazilian Symposium in Information and Human Language Technology, v. 1, p. 69-74, 2015.
19.	DE MELO, MATHEUS ; GAJADHAR, ANDY ; de OLIVEIRA, HUGO ; DE ANDRADE E SILVA, ARNALDO ; BATISTA, LEONARDO. Analysis of Shape-Based and Texture-Based Attributes in Classification of Mammographic Findings by Machine Learning Algorithms. Em: ncipais do Simpósio Brasileiro de Computação Aplicada à Saúde, v. XXXV, p. 41, 2015.
20.	Dias, M.S. ; PARDO, THIAGO A.S.. A Discursive Grid Approach to Model Local Coherence in Multi-document Summaries. Em: 16th Annual SIGdial Meeting on Discourse and Dialogue, v. 1, p. 60-67, 2015.
21.	Dias, M.S. ; PARDO, THIAGO A.S.. Enriching entity grids and graphs with discourse relations: the impact in measuring local coherence in multi-document summaries. Em: 10th Brazilian Symposium in Information and Human Language Technology, v. 1, p. 151-160, 2015.
22.	DIAZ, J. G. ; CANU, S. ; Hirata Jr., Roberto. Support Measure Data Description for group anomaly detection. Em: ODDx3 2015 : KDD 2015 Workshop on Outlier Definition, 2015.
23.	DORNELLES, MARTA M. ; Hirata, Nina S.T.. Selection of Windows for W-Operator Combination from Entropy Based Ranking. Em: 2015 28th SIBGRAPI Conference on Graphics, p. 64, 2015.
24.	Duran M S ; AVANCO, L. V. ; Nunes, M.G.V.. A Normalizer for UGC in Brazilian Portuguese. Em: ACL 2015 Workshop on Noisy User-generated Text - WNUT, v. 1, p. 38-47, 2015.
25.	Duran M S ; AVANCO, L. V. ; Nunes, M.G.V.. Importância dos falsos homógrafos para a correção automática de erros ortográficos em Português. Em: IV Jornada de Descrição do Português - STIL 2015, v. 1, p. 265-273, 2015.
26.	Duran, M. S. ; ALUÍSIO, Sandra Maria. Automatic Generation of a Lexical Resource to support Semantic Role Labeling in Portuguese. Em: *SEM 2015: THE FOURTH JOINT CONFERENCE ON LEXICAL AND COMPUTATIONAL SEMANTICS, v. 1, p. 1-6, 2015.
27.	FERNANDEZ, MARIELA ATAUSINCHI ; LOPES, RUBENS M. ; Hirata, Nina S.T.. Image Segmentation Assessment from the Perspective of a Higher Level Task. Em: 2015 28th SIBGRAPI Conference on Graphics, p. 111, 2015.
28.	FONSECA, E. ; ALUÍSIO, Sandra Maria. A Deep Architecture for Non-Projective Dependency Parsing. Em: Workshop on Vector Space Modeling for NLP, v. 1, p. 56-61, 2015.
29.	FONSECA, E. ; ALUÍSIO, Sandra Maria. Semi-Automatic Construction of a Textual Entailment Dataset: Selecting Candidates with Vector Space Models. Em: X Brazilian Symposium in Information and Human Language Technology, v. 1, p. 201-210, 2015.
30.	HATTORI, R. H. ; ROMAN, N. T. ; MONTEIRO, A. M.. Rede Neural Artificial MultilayerPerceptron para previsão de tendências de fechamento do IBOVESPA: índices que influenciam o IBOVESPA. Em: 12th International Conference on Information Systems and Technology Management (CONTECSI), p. 1-19, 2015.
31.	LOPES, L.; FERNANDES, P. ; GRANADA, R. ; VIEIRA, R.. The Impact of Contrastive Corpora for Term Relevance Measures. Em: Brazilian Conference on Intelligent Systems - BRACIS, p. 1-6, 2015.
32.	LOPES, L.; FINATTO, M. J. B. ; CIULLA, A. ; VIEIRA, R.. Abordagens para Estimar Relevância de Relações Não-Taxonômicas Extraídas de Corpus de Domínio. Em: ONTOBRAS - Seminário de Pesquisa em Ontologias do Brasil, p. 1-7, 2015.
33.	LOPES, L.; VIEIRA, Renata. Building and Applying Profiles Through Term Extraction. Em: The 10th Brazilian Symposium in Information and Human Language Technology, 2015.
34.	Machado, Fabio Henrique Santana ; MAUÁ, DENIS DERATANI ; Cozman, Fabio Gagliardi. Bayesian networks of bounded treewith: a performance analysis. Em: Encontro Nacional de Inteligência Artificial e Computacional, p. 1-12, 2015.
35.	Marques, C. A. N. ; MATSUNO, I. P. ; SINOARA, R. A. ; REZENDE, S. O. ; ROZENFELD, H.. An exploratory study to evaluate the practical application of PSS methods and tools based on text mining. Em: International Conference on Engineering Design, v. 7, p. 7-311-7-320, 2015.
36.	MATSUNO, I. P. ; ROSSI, R. G. ; MARCACINI, R. M. ; REZENDE, S. O.. Análise de Sentimentos baseada em Aspectos usando Aprendizado Semissupervisionado em Redes Heterogêneas. Em: Symposium on Knowledge Discovery, p. 90-93, 2015.
37.	MAUA, D. D. ; CAMPOS, Cassio Polpo de ; Cozman, Fabio Gagliardi. The Complexity of MAP Inference in Bayesian Networks Specified Through Logical Languages. Em: Int. Joint Conference on Artificial Intelligence, v. 1, p. 889-895, 2015.
38.	MAUÁ, DENIS DERATANI ; Cozman, Fabio Gagliardi. DL-Lite Bayesian Networks: A Tractable Probabilistic Graphical Model. Em: International Conference on Scalable Uncertainty Management, p. 50-64, 2015.
39.	MAUÁ, DENIS DERATANI ; Cozman, Fabio Gagliardi. A tractable class of model couting problems. Em: Encontro Nacional de Inteligência Artificial e Computacional, p. 1-12, 2015.
40.	Maziero, E.G. ; HIRST, G. ; PARDO, THIAGO A.S.. Semi-Supervised Never-Ending Learning in Rhetorical Relation Identification. Em: Recent Advances in Natural Language Processing, v. 1, p. 436-442, 2015.
41.	MAZIERO, ERICK GALANI ; HIRST, G. ; PARDO, THIAGO A.S.. Adaptation of Discourse Parsing Models for Portuguese Language. Em: 4th Brazilian Conference on Intelligent Systems, v. 1, p. 140-145, 2015.
42.	MORAIS, E. M. ; De Bona, Glauber ; Finger, Marcelo. Non-Markovian Logic-Probabilistic Modeling and Inference. Em: IJCAI-2015 Workshop on Weighted Logics for Artificial Intelligence WL4AI-2015, p. 48-55, 2015.
43.	MORIMITSU, H. ; CESAR-JR, ROBERTO M. ; BLOCH, Isabelle. Attributed Graphs for Tracking Multiple Objects in Structured Sports Videos. Em: International Conference on Computer Vision Workshops - CVsports, 2015.
44.	MOURA, M. F. ; MARCACINI, R. M. ; TAKEMURA, C. M. ; Rezende, S. O.. Um software para recuperar e analisar artigos Open Access em agricultura utilizando técnicas de mineração de textos. Em: Congresso Brasileiro de Agroinformática, p. 1-12, 2015.
45.	NOGUEIRA, T. M. ; REZENDE, SOLANGE O. ; CAMARGO, H. A.. Flexible Document Organization: Comparing Fuzzy and Possibilistic Approaches. Em: IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2015), v. 1, 2015.
46.	OLEYNIK, M. ; Finger, Marcelo ; PATRAO, D. F. C.. Automated Classification of Pathology Reports. Em: MEDINFO 2015, v. 216, p. 1040-1040, 2015.
47.	PONTI, MOACIR; PICON, CAMILA T.. Color description of low resolution images using fast bitwise quantization and border-interior classification. Em: ICASSP 2015 2015 IEEE International Conference on Acoustics, p. 1399-1403, 2015.
48.	REAL, L. ; CHALUB, F. ; de PAIVA, V. ; FREITAS, C. ; RADEMAKER, A.. Seeing Is Correcting: Curating Lexical Resources Using Social Interfaces. Em: 4th Workshop on Linked Data in Linguistics: Resources and Applications, p. 20-29, 2015.
49.	RODRIGUES, R.; BAPTISTA, J. ; VALE, Oto Araújo. Contrastive analysis of the syntactic-semantic classification of locative verbs in Brazilian and European Portuguese. Em: Jornada de Descrição do Português - JDP, p. 233-240, 2015.
50.	SANTIAGO, GABRIEL PRETI ; PEREIRA, ADRIANO C. M. ; Hirata, Roberto. A modeling approach for credit card fraud detection in electronic payment services. Em: the 30th Annual ACM Symposium, p. 2328, 2015.
51.	SILVA, A. M. ; MADOENHO, A. M. ; MARCACINI, R. M.. Edge Hierarchical Clustering (EHC): Uma Abordagem para Agrupamento Hierárquico de Dados em Redes de Associação. Em: XII Encontro Nacional de Inteligência Artificial e Computacional, p. 1-8, 2015.
52.	SILVA, JANAINA ; BRAGA, JULIANA CRISTINA ; DAMACENO, RAFAEL. Estudo de Aplicativos Móveis para Deficientes Visuais no Âmbito Acadêmico. Em: XXVI Simpósio Brasileiro de Informática na Educação, p. 722, 2015.
53.	SOUZA, J. W. C. ; DI FELIPPO, Ariani. Em Direção à Caracterização da Complementaridade no Corpus Multidocumento CSTNews. Em: Symposium in Information and Human Language Technology (STIL) & Jornada de Descrição do Português (JDP), v. 01, p. 249-256, 2015.
54.	SUNDERMANN, CAMILA V. ; DOMINGUES, M. A. ; MARCACINI, R. M. ; Rezende, S. O.. Combining Privileged Information to Improve Context-Aware Recommender Systems. Em: XII Encontro Nacional de Inteligência Artificial e Computacional (ENIAC), p. 1-10, 2015.
55.	ZACARIAS, A. C. I. ; DI FELIPPO, Ariani. Explorando hierarquias conceituais para a seleção de conteúdo na sumarização automática multidocumento. Em: The 4th Workshop on Portuguese Description (JDP), v. 01, p. 01-08, 2015.

2014

1.	AGOSTINI, VERÔNICA ; CONDORI, R. E. L. ; PARDO, THIAGO A.S.. Automatic Alignment of News Texts and their Multi-document Summaries: Comparison among Methods. Em: 11st International Conference on Computational Processing of Portuguese, v. 1, p. 220-231, 2014.
2.	AMARAL, D. O. F. ; FONSECA, E. B. ; LOPES, L. ; LOPES, L. ; VIEIRA, R.. Comparative Analysis of Portuguese Named Entities Recognition Tools. Em: The 9th edition of the Language Resources and Evaluation Conference LREC, p. 1-5, 2014.
3.	AMARAL, D. O. F. ; FONSECA, E. B. ; LOPES, L. ; LOPES, L. ; VIEIRA, R.. Comparing NERP-CRF with Publicly Available Portuguese Named Entities Recognition Tools. Em: PROPOR, p. 1-6, 2014.
4.	ARRUDA, A. ; Finger, Marcelo. Abdução para a Lógica Probabilística (PSAT). Em: Encontro Brasileiro de Lógica, 2014.
5.	ASSUNCAO, J. ; FERNANDES, P. ; LOPES, L. ; LOPES, L. ; NORMEY, S.. A Dimensionality Reduction Process To Forecast Events Through Stochastic Models. Em: The 26th International Conference on Software Engineering & Knowledge Engineering (SEKE 2014), p. 534-539, 2014.
6.	AVANCO, L. V. ; Duran M S ; Nunes, Maria G.V.. Towards a Phonetic Brazilian Portuguese Spell Checker. Em: PROPOR 2014 - I Workshop on Tools and Resources for Automatically Processing Portuguese and Spanish., p. 24-31, 2014.
7.	AVANCO, L. V. ; Nunes, M.G.V.. Lexicon-based Sentiment Analysis for Reviews of Products in Brazilian Portuguese. Em: Brazilian Conference on Intelligent Systems, p. 277-281, 2014.
8.	Balage Filho, P.P ; AVANCO, L. V. ; PARDO, THIAGO A.S. ; NUNES, Maria das Graças Volpe. NILC_USP: An Improved Hybrid System for Sentiment Analysis in Twitter Messages. Em: 8th International Workshop on Semantic Evaluation (SemEval 2014), v. 1, p. 428-432, 2014.
9.	Balage Filho, P.P ; PARDO, THIAGO A.S.. NILC_USP: Aspect Extraction using Semantic Labels. Em: 8th International Workshop on Semantic Evaluation - SemEval, v. 1, p. 433-436, 2014.
10.	CABEZUDO, M. A. S. ; MAZIERO, ERICK GALANI ; Souza, J.W.C. ; Dias, M.S. ; Cardoso, P.C.F. ; Balage Filho, P.P ; Agostini, V. ; Nóbrega, F.A.A. ; BARROS, C. D. ; DI FELIPPO, Ariani ; PARDO, Thiago Alexandre Salgueiro. Anotação de Sentidos de Verbos em Notícias Jornalísticas em Português do Brasil. Em: XII Encontro de Linguística de Corpus - ELC, v. 01, p. 01-08, 2014.
11.	CAMBRAIA, C. N ; VARGAS, F. A. ; TAVARES, P. C. ; SANTOS, T. N.. A Arquitetura da Repressão: As Narrativas nos Inquéritos Policiais Militares. Em: III Encontro do GETHL: Política das Narrativas Políticas, p. 83-103, 2014.
12.	CIULLA, A. ; FINATTO, M. J. ; LOPES, L. ; LOPES, L.. A arbitrariedade do signo em Saussure: tem 'boi' na linha. Em: Círculo de Estudos Linguísticos do Sul (CELSUL), 2014.
13.	COSTA, ARTHUR F. DA ; DOMINGUES, MARCOS A. ; REZENDE, SOLANGE O. ; MANZATO, MARCELO G.. Improving Personalized Ranking in Recommender Systems with Multimodal Interactions. Em: 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), p. 198, 2014.
14.	DA SILVA CONRADO, MERLEY ; Rezende, S.O. ; PARDO, THIAGO A.S.. The Main Challenge of Semi-Automatic Term Extraction Methods. Em: 11st International Workshop on Natural Language Processing and Cognitive Science, v. 1, p. 1-10, 2014.
15.	DAZZI, E. ; T. E. Campos ; Cesar Jr, Roberto M.. Improved object matching using structural relations. Em: IAPR Statistical, 2014.
16.	de PAIVA, V. ; FREITAS, CLÁUDIA ; REAL, L. ; RADEMAKER, A.. Improving the Verb Lexicon of OpenWordnet-PT. Em: I Workshop on Tools and Resources for Automatically Processing Portuguese and Spanish - TorPorEsp, v. 1, p. 110-115, 2014.
17.	DELGADO, K. V. ; BARROS, Leliane Nunes de ; SANNER, S. ; Cozman, Fabio Gagliardi. Factored Markov Decision Process with Imprecise Transition Probabilities. Em: 1st Workshop on Models and Paradigms for Planning under Uncertainty: a Broad Perspective, p. 5-10, 2014.
18.	Dias, M.S. ; Feltrim, V.D. ; PARDO, THIAGO A.S.. Using Rhetorical Structure Theory and Entity Grids to Automatically Evaluate Local Coherence in Texts. Em: 11st International Conference on Computational Processing of Portuguese, v. 1, p. 232-243, 2014.
19.	Dias, M.S. ; GARAY, A. Y. B. ; CHUMAN, C. ; BARROS, C. D. ; MAZIERO, ERICK GALANI ; Nóbrega, F.A.A. ; Souza, J.W.C. ; CABEZUDO, M. A. S. ; DELEGE, M. ; JORGE, MARIA LUCÍA DEL ROSÁRIO CASTRO ; SILVA, N. L. ; Cardoso, P.C.F. ; Balage Filho, P.P ; CONDORI, R. E. L. ; MARCASSO, V. ; DI FELIPPO, Ariani ; NUNES, Maria das Graças Volpe ; PARDO, THIAGO A.S.. Enriquecendo o Corpus CSTNews - a Criacao de Novos Sumarios Multidocumento. Em: I Workshop on Tools and Resources for Automatically Processing Portuguese and Spanish, v. 01, p. 1-8, 2014.
20.	DOMINGUES, MARCOS AURELIO ; MANZATO, MARCELO GARCIA ; MARCACINI, RICARDO MARCONDES ; SUNDERMANN, CAMILA VACCARI ; REZENDE, SOLANGE OLIVEIRA. Using Contextual Information from Topic Hierarchies to Improve Context-Aware Recommender Systems. Em: 2014 22nd International Conference on Pattern Recognition (ICPR), p. 3606-3611, 2014.
21.	DOMINGUES, MARCOS AURELIO ; SUNDERMANN, CAMILA VACCARI ; MANZATO, MARCELO GARCIA ; MARCACINI, RICARDO MARCONDES ; Rezende, Solange Oliveira. Exploiting Text Mining Techniques for Contextual Recommendations. Em: 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), p. 210-217, 2014.
22.	DOMINGUES, Marcos Auréilo ; JORGE, ALÍPIO M. ; SOARES, C. ; REZENDE, S. O.. Improving Multidimensional Recommender Systems Using Dimensions as Virtual Items. Em: SEMISH - XLI Seminário Integrado de Software e Hardware, p. 1026-1036, 2014.
23.	Duran, M. S. ; AVANCO, L. ; ALUÍSIO, Sandra Maria ; PARDO, T. A. S. ; NUNES, Maria das Gracas Volpe. Some issues on the normalization of a corpus of products reviews in Portuguese. Em: 9th Web as Corpus Workshop (WAC-9) EACL 2014, v. 1, p. 22-28, 2014.
24.	FRANCISCO, R. E. B. ; CANDIDO JUNIOR, A. ; ORLANDO, A. F.. Netnografia da Tecnologia Jornalística Contemporânea: uma Proposta de Metodologia para Estudo das TIC para Gestão de Mídia. Em: XII Encontro Nacional de Pesquisadores em Jornalismo, 2014.
25.	GUEVARA, JORGE ; Hirata, Roberto ; CANU, STEPHANE. Positive definite kernel functions on fuzzy sets. Em: 2014 IEEE International Conference on Fuzzy Systems (FUZZIEEE), p. 439, 2014.
26.	Gurzoni Jr., J. A. ; Cozman, Fabio Gagliardi ; MARTINS, M. F. ; SANTOS, P. E.. Logic-probabilistic model for event recognition in a robotic search and rescue scenario. Em: IEEE International Conference on Systems, p. 1726-1731, 2014.
27.	Gurzoni Jr., J. A. ; SANTOS, P. E. ; MARTINS, M. F. ; Cozman, Fabio Gagliardi. Probabilistic logic for multi-robot event recognition. Em: AAAI Spring Symposium on Qualitative Representations for Robots, p. 50-56, 2014.
28.	HARTMANN, N. S. ; AVANCO, L. V. ; Balage Filho, P.P ; DURAN, M. ; NUNES, Maria das Graças Volpe ; PARDO, THIAGO A.S. ; ALUÍSIO, Sandra Maria. A Large Corpus of Product Reviews in Portuguese - Tackling Out-Of-Vocabulary Words. Em: Ninth International Conference on Language Resources and Evaluation (LREC?14), v. 1, p. 3865-3871, 2014.
29.	HILGERT, L. ; LOPES, L. ; LOPES, L. ; FREITAS, A. ; VIEIRA, R. ; HOGETOP, D. N. ; VANIN, A. A.. Building Domain Specific Bilingual Dictionaries. Em: The 9th edition of the Language Resources and Evaluation Conference - LREC, p. 1-5, 2014.
30.	JORGE, MARIA LUCÍA DEL ROSÁRIO CASTRO ; Dias, M.S. ; PARDO, Thiago Alexandre Salgueiro. Building a Language Model for Local Coherence in Multi-document Summaries using a Discourse-enriched Entity-based Model. Em: Brazilian Conference on Intelligent Systems, v. 1, p. 44-49, 2014.
31.	JULCAAGUILAR, FRANK ; Hirata, Nina S.T. ; VIARDGAUDIN, CHRISTIAN ; MOUCHERE, HAROLD ; MEDJKOUNE, SOFIANE. Mathematical Symbol Hypothesis Recognition with Rejection Option. Em: 2014 14th International Conference on Frontiers in Handwriting Recognition (ICFHR), p. 500, 2014.
32.	KLAVA, BRUNO ; Hirata, Nina S. T.. A model for simulating user interaction in hierarchical segmentation. Em: 2014 IEEE International Conference on Image Processing (ICIP), p. 4358, 2014.
33.	LIMA, VITOR MESAQUE ALVES DE ; MARCACINI, RICARDO MARCONDES ; LIMA, MARCELO HENRIQUE PEREIRA ; CAGNIN, MARIA ISTELA ; TURINE, MARCELO AUGUSTO SANTOS. A Generation Environment for Front-End Layer in e-Government Content Management Systems. Em: 2014 9th Latin American Web Congress (LAWEB), p. 119-123, 2014.
34.	MANZATO, MARCELO G. ; DOMINGUES, MARCOS A. ; REZENDE, SOLANGE O.. Optimizing Personalized Ranking in Recommender Systems with Metadata Awareness. Em: 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), p. 191, 2014.
35.	MANZATO, MARCELO GARCIA ; DOMINGUES, MARCOS AURELIO ; MARCACINI, RICARDO MARCONDES ; REZENDE, SOLANGE OLIVEIRA. Improving Personalized Ranking in Recommender Systems with Topic Hierarchies and Implicit Feedback. Em: 2014 22nd International Conference on Pattern Recognition (ICPR), p. 3696-3701, 2014.
36.	MARCACINI, RICARDO MARCONDES ; DOMINGUES, MARCOS AURELIO ; HRUSCHKA, EDUARDO R. ; REZENDE, SOLANGE OLIVEIRA. Privileged Information for Hierarchical Document Clustering: A Metric Learning Approach. Em: 2014 22nd International Conference on Pattern Recognition (ICPR), p. 3636-3641, 2014.
37.	MAUA, D. D. ; Cozman, Fabio Gagliardi. Speeding Up k-Neighborhood Local Search in Limited Memory Influence Diagrams. Em: 7th European Workshop on Probabilistic Graphical Models (PGM 2014), p. 334-349, 2014.
38.	MENDONCA, G. A. ; ALUÍSIO, Sandra Maria. Using a hybrid approach to build a pronunciation dictionary for Brazilian Portuguese. Em: The 15th Annual Conference of the International Speech Communication Association (Interspeech 2014), v. 1, p. 1-5, 2014.
39.	MENDONCA, G. A. ; CANDEIAS, S. ; PERDIGAO, F. ; SHULBY, C. ; TONIAZZO, R. ; KLAUTAU, A. ; ALUÍSIO, Sandra Maria. A Method for the Extraction of Phonetically-Rich Triphone Sentences. Em: International Telecommunications Symposium 2014 (ITS 2014), v. 1, p. 1-5, 2014.
40.	MONTAGNER, IGOR DOS SANTOS ; Hirata, Roberto ; Hirata, Nina S.T.. A Machine Learning Based Method for Staff Removal. Em: 2014 22nd International Conference on Pattern Recognition (ICPR), p. 3162, 2014.
41.	MONTAGNER, IGOR S. ; Hirata, Roberto ; HIRATA, NINA S. T.. Learning to remove staff lines from music score images. Em: 2014 IEEE International Conference on Image Processing (ICIP), p. 2614, 2014.
42.	MORIMITSU, H. ; Cesar Jr, Roberto M. ; BLOCH, Isabelle. A Spatio-Temporal Approach for Multiple Object Detection in Videos Using Graphs and Probability Maps. Em: International Conference on Image Analysis and Recognition - ICIAR 2014, 2014.
43.	Nóbrega, F.A.A. ; AGOSTINI, VERÔNICA ; CAMARGO, RENATA T. ; DI FELIPPO, Ariani ; PARDO, THIAGO A.S.. Alignment-based Sentence Position Policy in a News Corpus for Multi-document Summarization. Em: 11st International Conference on Computational Processing of Portuguese, v. 1, p. 286-291, 2014.
44.	Nóbrega, F.A.A. ; PARDO, THIAGO A.S.. General Purpose Word Sense Disambiguation Methods for Nouns in Portuguese. Em: PROPOR 2014 PhD and MSc/MA Dissertation Contest, v. 1, p. 94-101, 2014.
45.	Oliveira Jr., Miguel; Ayane Nazarela Santos de Almeida ; Almeida, René ; Silva, Ebson Wilkerson da Rocha. Speech rate in the expression of anger: a study with spontaneous speech material. Em: 7th Speech Prosody Conference, p. 164-168, 2014.
46.	OLIVEIRA, H. N.; SILVA, A. G. A. E. ; DINIZ, I. C. ; SAMPAIO, G. B. ; BATISTA, L. V.. Compression of Polysomnographic Signals Using the Discrete Cosine Transform and Dead-zone Optimal Quantization. Em: AICT 2014, v. 10, 2014.
47.	Oyedeji Musiliyu ; Oliveira Jr., Miguel. Intonational Patterns of Telephone Numbers in Brazilian Portuguese. Em: 7th Speech Prosody Conference, p. 833-836, 2014.
48.	Padua, R. ; Carvalho, V. O. ; REZENDE, S. O.. Semi-Supervised Learning to Support the Exploration of Association Rules. Em: Data Warehousing and Knowledge Discovery, v. 8646, p. 452-464, 2014.
49.	PADUA, RENAN DE ; Rezende, Solange Oliveira ; CARVALHO, Veronica Oliveira de. Post-Processing Association Rules Using Networks and Transductive Learning. Em: 2014 13th International Conference on Machine Learning and Applications (ICMLA), p. 318-323, 2014.
50.	PINTO, R. ; BERNARDINI, F. C. ; MARCACINI, R. M. ; REZENDE, S. O.. Um novo método para a categorização de planos de projeto. Em: 9º Congresso Brasileiro de Gerenciamento de Projetos (CBGP), 2014.
51.	ROSSI, RAFAEL G. ; LOPES, ALNEU A. ; REZENDE, SOLANGE O.. A parameter-free label propagation algorithm using bipartite heterogeneous networks for text classification. Em: the 29th Annual ACM Symposium, p. 79, 2014.
52.	SANTANA, T. K. ; ROMAN, N. T. ; SHOJI, R. ; KATO, J. M.. Análise de Sentimento para a Identificação de Riscos no Setor Elétrico. Em: 11th International Conference on Information Systems and Technology Management (CONTECSI), 2014.
53.	Santos, F. F. ; REZENDE, S. O. ; Carvalho, V. O.. Identificando o Assunto dos Documentos em Coleções Textuais Utilizando Termos Compostos. Em: XI Encontro Nacional de Inteligência Artificial e Computacional (ENIAC 2014), p. 550-557, 2014.
54.	SCARTON, C. ; Duran, M. S. ; ALUÍSIO, Sandra Maria. Using Cross-linguistic Knowledge to Build VerbNet-Style Lexicons: Results for a (Brazilian) Portuguese VerbNet. Em: International Conference on Computational Processing of Portuguese 2014 (PROPOR 2014), v. 1, p. 153-164, 2014.
55.	SILVA, D. F. ; ROSSI, R. G. ; REZENDE, S. O. ; BATISTA, G. E. A. P. A.. Music Classification by Transductive Learning Using Bipartite Heterogeneous Networks. Em: International Society for Music Information Retrieval Conference, v. 1, p. 113-118, 2014.
56.	SINOARA, ROBERTA A. ; SUNDERMANN, CAMILA V. ; MARCACINI, RICARDO M. ; DOMINGUES, MARCOS A. ; REZENDE, SOLANGE O.. Named entities as privileged information for hierarchical text clustering. Em: the 18th International Database Engineering & Applications Symposium, p. 57-66, 2014.
57.	SOUZA, J. W. C. ; DI FELIPPO, Ariani. O Corpus CSTNews e sua Complementaridade Temporal. Em: I Workshop on Tools and Resources for Automatically Processing Portuguese and Spanish, v. 01, p. 105-109, 2014.
58.	SUNDERMANN, CAMILA V. ; DOMINGUES, MARCOS A. ; MARCACINI, RICARDO M. ; REZENDE, SOLANGE O.. Using Topic Hierarchies with Privileged Information to Improve Context-Aware Recommender Systems. Em: 2014 Brazilian Conference on Intelligent Systems (BRACIS), p. 61-66, 2014.
59.	TAKIYAMA, F. I. ; Cozman, Fabio Gagliardi. Inference with Aggregation Parfactors: Lifted Elimination with First-Order d-Separation. Em: Brazilian Conference on Intelligent Systems, p. 1-6, 2014.
60.	Toro, Walter Mayor ; Cozman, Fabio Gagliardi ; REVOREDO, K. C. ; COSTA, Anna Helena Reali. Probabilistic Relational Reasoning in Semantic Robot Navigation. Em: International Workshop on Uncertainty Reasoning for the Semantic Web, p. 37-48, 2014.
61.	Torres, L. S. ; Duran, M. S. ; ALUÍSIO, Sandra Maria. Generating a Lexicon of Errors in Portuguese to Support an Error Identification System for Spanish Native Learners. Em: The 9th International Conference on Language Resources and Evaluation, v. 1, p. 3952-3957, 2014.

2013

1.	Alvares, A. R. ; ROMAN, N. T.. AgreeCalc: Uma Ferramenta para Análise da Concordância entre Múltiplos Anotadores. Em: IX Brazilian Symposium in Information and Human Language Technology, p. 1-10, 2013.
2.	ASSUNCAO, J. ; FERNANDES, P. ; LOPES, L. ; LOPES, L. ; NORMEY, S.. Distributed Stochastic Aware Random Forests-Efficient Data Mining for Big Data. Em: IEEE 2nd International Congress on Big Data, p. 428-429, 2013.
3.	Balage Filho, P.P ; ALUÍSIO, Sandra Maria ; PARDO, Thiago Alexandre Salgueiro. An Evaluation of the Brazilian Portuguese LIWC Dictionary for Sentiment Analysis. Em: 9th Brazilian Symposium in Information and Human Language Technology, v. 1, p. 215-219, 2013.
4.	Balage Filho, P.P ; PARDO, Thiago Alexandre Salgueiro. NILC_USP: A Hybrid System for Sentiment Analysis in Twitter Messages. Em: 7th International Workshop on Semantic Evaluation, v. 1, p. 568-572, 2013.
5.	BONIN, R. ; Marcacini, R. M. ; REZENDE, S. O.. Seleção não Supervisionada de Instâncias em Fluxo de Textos. Em: KDMILE'13: 1st Symposium on Knowledge Discovery, p. 1-4, 2013.
6.	CAMPOS, Cassio Polpo de ; Cozman, Fabio Gagliardi. Complexity of Inferences in Polytree-shaped Semi-Qualitative Probabilistic Networks. Em: Conference on Artificial Intelligence (AAAI), p. 217-223, 2013.
7.	Cardoso, P.C.F. ; Taboada, M. ; PARDO, Thiago Alexandre Salgueiro. On the contribution of discourse to topic segmentation. Em: 14th Annual Meeting of the Special Interest Group on Discourse and Dialogue, v. 1, p. 92-96, 2013.
8.	Cardoso, P.C.F. ; Taboada, M. ; PARDO, Thiago Alexandre Salgueiro. Subtopic Annotation in a Corpus of News Texts ? Steps Towards Automatic Subtopic Segmentation. Em: 9th Brazilian Symposium in Information and Human Language Technology, p. 49-58, 2013.
9.	Carvalho, V. O. ; Santos, F. F. ; REZENDE, S. O.. Metrics to Support the Evaluation of Association Rule Clustering. Em: International Conference on Data Warehousing and Knowledge Discovery, p. 248-259, 2013.
10.	CERVANTES, E. P. ; Mena-Chalco, Jesús P. ; OLIVEIRA, M C F ; Cesar Jr, Roberto M.. Using Link Prediction to Estimate the Collaborative Influence of Researchers. Em: IEEE eScience Conference, 2013.
11.	Colen, William ; Finger, Marcelo. Improving CoGrOO: the Brazilian Portuguese Grammar Checker. Em: STIL 2013 ? The 9th Brazilian Symposium in Information and Human Language Technology, 2013.
12.	Conrado, M.S. ; PARDO, Thiago Alexandre Salgueiro ; Rezende, S.O.. A Machine Learning Approach to Automatic Term Extraction using a Rich Feature Set. Em: Student Research Workshop of the Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, v. 1, p. 16-23, 2013.
13.	Conrado, M.S. ; PARDO, Thiago Alexandre Salgueiro ; Rezende, S.O.. Exploration of a Rich Feature Set for Automatic Term Extraction. Em: 12th Mexican International Conference on Artificial Intelligence (MICAI), v. 8265, p. 342-354, 2013.
14.	Conrado, M.S. ; ROSSI, R.G. ; PARDO, Thiago Alexandre Salgueiro ; Rezende, S.O.. Applying Transductive Learning for Automatic Term Extraction: the Case of the Ecology Domain. Em: The Second International Conference on Informatics & Applications (ICIA2013), v. 1, p. 264-269, 2013.
15.	COSTA, G. B. P. ; FRERY, A. C. ; PONTI, M.. Partially Supervised Anomaly Detection Using Convex Hulls on a 2D Parameter Space. Em: 2nd IAPR International Workshop on Partially Supervised Learning, v. 8183, p. 1-8, 2013.
16.	COSTA, G. B. P. ; PONTI, M.. Green Coverage Detection on Sub-Orbital Plantation Images Using Anomaly Detection. Em: 18th Iberoamerican Congress on Pattern Recognition, 2013.
17.	Cozman, Fabio Gagliardi. Independence for Sets of Full Conditional Measures, Sets of Lexicographic Probabilities, and Sets of Desirable Gambles. Em: International Symposium on Imprecise Probability: Theories and Applications, p. 87-98, 2013.
18.	Cozman, Fabio Gagliardi; di Ianni, L. F.. Probabilistic Satisfiability and Coherence Checking through Integer Programming. Em: European Conference on Symbolic and Quantitative Approaches to Reasoning witih Uncertainty, v. 7958, p. 145-156, 2013.
19.	CUNHA, A. ; TOLEDO, C. ; Scarton, C. E. ; MANSUR, L. ; ALUÍSIO, S. M.. Classificação Automática de Discurso Descritivo Escrito de Adultos Sadios: Referência para a Avaliação da Linguagem de Lesados Cerebrais. Em: Encontro Nacional de Inteligência Artificial e Computacional, v. 1, p. 1-12, 2013.
20.	BONA, Glauber de ; Cozman, Fabio Gagliardi ; FINGER, M.. Generalized Probabilistic Satisfiability. Em: BRACIS -- Brazilian Conference on Intelligent Systems, v. 1, p. 1-12, 2013.
21.	de JESUS MARTINS, D. ; AVANCO, L. V. ; NUNES, M. G. V. ; CASELI, Helena Medeiros. Annotating translation errors in Brazilian Portuguese automatically translated sentences: first step to automatic post-edition. Em: Corpus Linguistics, v. 1, p. 189-192, 2013.
22.	DIAZ, J. G. ; JUNIOR, ROBERTO HIRATA ; CANU, S.. Support Vector Data Description for Uncertainty Data Sets. Em: Machine Learning Summer School, 2013.
23.	DOMINGUES, MARCOS A. ; CHERMAN, EVERTON A. ; NOGUEIRA, BRUNO M. ; CONRADO, MERLEY S. ; ROSSI, RAFAEL G. ; DE PADUA, RENAN ; MARCACINI, RICARDO M. ; SOUZA, VINICIUS M. A. ; BATISTA, GUSTAVO E. A. P. A. ; RCZENDC, SOLANGE O.. A Comparative Study of Algorithms for Recommending Given Names. Em: 2013 Second International Conference on Informatics & Applications (ICIA 2013), p. 66-71, 2013.
24.	DOMINGUES, Marcos Auréilo ; Marcacini, R. M. ; REZENDE, S. O. ; BATISTA, G. E. A. P. A.. Improving the Recommendation of Given Names by Using Contextual Information. Em: Proceedings of the 2013 ECML/PKDD Discovery Challenge, p. 1-12, 2013.
25.	DOMINGUES, Marcos Aurélio ; REZENDE, S. O.. The Impact of Context-Aware Recommender Systems on Music in the Long Tail. Em: Brazilian Conference on Intelligent Systems, v. 1, p. 119-124, 2013.
26.	Duran, M. S. ; MARTINS, J. P. ; ALUÍSIO, Sandra Maria. Um repositório de verbos para a anotação de papéis semânticos disponível na web. Em: 9th Brazilian Symposium in Information and Human Language Technology, p. 168-172, 2013.
27.	Duran, M. S. ; Scarton, C. E. ; ALUISIO, S. M. ; Ramisch, C.. Identifying Pronominal Verbs: Towards Automatic Disambiguation of the Clitic se in Portuguese. Em: the 9th Workshop on Multiword Expressions (MWE 2013), p. 93-100, 2013.
28.	FERNANDES, P. ; FURQUIM, L. ; LOPES, L. ; LOPES, L.. A Supervised Method to Enhance Vocabulary with the Creation of Domain Specific Lexica. Em: Knowledge Discovery in Ontologies Workshop - KDO 2013, p. 1-5, 2013.
29.	FERNANDES, P. ; LOPES, L. ; LOPES, L. ; NORMEY, S. ; RUIZ, D. D. A.. Stochastic Aware Random Forests - a variation less impacted by randomness. Em: The 26th International FLAIRS Conference, 2013.
30.	FERNANDES, PAULO ; Lopes, Lucelene ; LOPES, L. ; YERALAN, SENCER. Symbolic Solution of Kronecker-Based Structured Markovian Models. Em: 2013 IEEE 21st International Symposium on Modelling, p. 409-409, 2013.
31.	FERREIRA, VINICIUS H. ; Lopes, Lucelene ; LOPES, L. ; Vieira, Renata ; FINATTO, MARIA JOSE. Automatic Extraction of Domain Specific Non-taxonomic Relations from Portuguese Corpora. Em: 2013 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), p. 135-5, 2013.
32.	Finger, Marcelo; GOMES, C. ; LE BRAS, R. ; SELMAN, B.. Solutions for Hard and Soft Constraints Using Optimized Probabilistic Satisfiability. Em: SAT 2013 - 16th International Conference on Theory and Applications of Satisfiability Testing, p. 1-16, 2013.
33.	GUEVARA, JORGE ; Hirata, Roberto ; CANU, STEPHANE. Kernel functions in Takagi-Sugeno-Kang fuzzy system with nonsingleton fuzzy input. Em: 2013 IEEE International Conference on Fuzzy Systems (FUZZIEEE), p. 1, 2013.
34.	Koga, M. L. ; Silva, V. F. da ; COSTA, Anna Helena Reali ; Cozman, Fabio Gagliardi. Speeding-up Reinforcement Learning Through Abstraction and Transfer Learning. Em: International Conference on Autonomous Agents and Multiagent Systems (AAMAS), v. 1, p. 119-126, 2013.
35.	Lara, Arnaldo C. ; Hirata Jr., Roberto. A Pyramid of Concentric Circular Regions to Improve Rotation Invariance in Bag-of-Words Approach for Object Categorization. Em: 8th International Joint Conference on Computer Vision, 2013.
36.	Lara, Arnaldo C. ; Hirata Jr., Roberto. A Granulometry Based Descriptor For Object Categorization. Em: 11th International Symposium on Mathematical Morphology, 2013.
37.	Leandro, Jorge J. G. ; Cesar Jr, Roberto M. ; FERIS, Rogério S.. Shape Analysis using the Spectral Graph Wavelet Transform. Em: IEEE eScience Conference, 2013.
38.	LOPES, L.; VIEIRA, R.. Building Entities Profiles Through Corpora Extraction. Em: The 26th International FLAIRS Conference, 2013.
39.	LOPES, L.; VIEIRA, R.. Aplicando Pontos de Corte para Listas de Termos Extraídos. Em: STIL 2013 ? The 9th Brazilian Symposium in Information and Human Language Technology, p. 1-6, 2013.
40.	LOPES, L.; VIEIRA, R.. Building Domain Specific Parsed Corpora in Portuguese Language. Em: ENIAC 2013 ? X National Meeting on Artificial and Computational Intelligence, p. 1-12, 2013.
41.	MALETZKE, ANDRE G. ; LEE, HUEI D. ; BATISTA, GUSTAVO E.A.P.A. ; REZENDE, SOLANGE O. ; MACHADO, RENATO B. ; VOLTOLINI, RICHARDSON F. ; MACIEL, JOYLAN N. ; SILVA, FABIANO. Time Series Classification using Motifs and Characteristics Extraction: A Case Study on ECG Databases. Em: Fourth International Workshop on Knowledge Discovery, 2013.
42.	MATUSZEWSKI, D. J. ; LOPES, R. M. ; CESAR-JR, ROBERTO M.. Visual Rhythm-based method for continuous plankton monitoring. Em: IEEE eScience Conference, 2013.
43.	MISSAO, T. E. I. ; ROMAN, N. T.. MetaAnn: Um Gerador de Ferramentas para Anotação de Textos. Em: IX Brazilian Symposium in Information and Human Language Technology, p. 11-20, 2013.
44.	MORAIS, E. M. ; Finger, Marcelo. Probabilistic Answer Set Programming. Em: BRACIS -- Brazilian Conference on Intelligent Systems, 2013.
45.	MOTTA, ROBSON ; DE ANDRADE LOPES, ALNEU ; NOGUEIRA, BRUNO M. ; REZENDE, SOLANGE O. ; JORGE, ALÍPIO M. ; DE OLIVEIRA, MARIA CRISTINA FERREIRA. Comparing relational and non-relational algorithms for clustering propositional data. Em: the 28th Annual ACM Symposium, p. 150-155, 2013.
46.	NAZARE, T. S. ; PONTI, M.. Hand-Raising Gesture Detection with Lienhart-Maydt Method in Videoconference and Distance Learning. Em: 18th Iberoamerican Congress on Pattern Recognition (CIARP 2013), v. 8259, p. 512-519, 2013.
47.	NOGUEIRA, B. M. ; JORGE, A. M. G. ; REZENDE, S. O.. On the Comparison of Semi-Supervised Hierarchical Clustering Algorithms in Text Mining Tasks. Em: KDMILE'13: 1st Symposium on Knowledge Discovery, p. 1-8, 2013.
48.	Nóbrega, F.A.A. ; PARDO, Thiago Alexandre Salgueiro. Desambiguação Lexical de Sentido com uso de Informação Multidocumento por meio de Redes de Co-ocorrência. Em: 9th Brazilian Symposium in Information and Human Language Technology, p. 138-147, 2013.
49.	OLEYNIK, M. ; Finger, M ; PATRAO, D. F. C.. Information Retrieval from Clinical Reports. Em: Workshop on Knowledge Extraction from Text at NIPS 2013, 2013.
50.	OLIVEIRA, O. L. ; MONTEIRO, A. M. ; ROMAN, N. T.. Can Natural Language be Utilized in the Learning of Programming Fundamentals. Em: IEEE Frontiers in Education Conference, 2013.
51.	OLIVEIRA, V. M. ; ROMAN, N. T.. JWN-Br - Uma API Java para a WordNet.Br. Em: IX Brazilian Symposium in Information and Human Language Technology, p. 153-157, 2013.
52.	Padua, Renan ; SANTOS, F. F. ; CONRADO, M. S. ; CARVALHO, Veronica Oliveira de ; REZENDE, SOLANGE OLIVEIRA. Subjective Evaluation of Labeling Methods for Association Rule Clustering. Em: 12th Mexican International Conference on Artificial Intelligence (MICAI), 2013.
53.	PATRAO, D. F. C. ; BRENTANI, H. ; Finger, Marcelo ; WASSERMANN, R.. Ontocloud?a Clinical Information Ontology Based Data Integration System. Em: Ontobras, p. 118-129, 2013.
54.	Pereira, V. F. ; SANTOS, P. E. ; MARTINS, M. F. ; Cozman, Fabio Gagliardi. A Qualitative-Probabilistic Approach to Autonomous Mobile Robot Self Localisation and Self Vision Calibration. Em: Brazilian Conference on Intelligent Systems, v. 2014, p. 1-12, 2013.
55.	PONTI, MOACIR; ESCOBAR, LUCIANA C.. Compact color features with bitwise quantization and reduced resolution for mobile processing. Em: 2013 IEEE Global Conference on Signal and Information Processing (GlobalSIP), p. 751-754, 2013.
56.	PONTI-JR, M.P.; ROSSI, I.. Ensembles of Optimum-Path Forest Classifiers Using Input Data Manipulation and Undersampling. Em: 11th International Workshop on Multiple Classifier Systems, v. 7872, p. 236-246, 2013.
57.	REVOREDO, K. C. ; LUNA, José Eduardo Ochoa ; Cozman, Fabio Gagliardi ; Armda, M.. Assertion Role in a Hybrid Link Prediction Approach through Probabilistic Ontology. Em: Seminário de Pesquisa em Ontologias do Brasil (ONTOBRAS 2013), p. 1-12, 2013.
58.	RINO, L. H. M. ; DI FELIPPO, Ariani ; PARDO, Thiago Alexandre Salgueiro. Insights for better RST segmentation of texts in Portuguese?. Em: 4th Workshop 'RST and Discourse Studies', p. 30-39, 2013.
59.	RODRIGUES, R.; VALE, Oto Araújo. Calça, calcinha, calção: Falsos diminutivos e falsos aumentativos no português do Brasil. Em: II Congresso Brasileiro de Morfologia, p. 209-217, 2013.
60.	ROMAN, N. T.; PIWEK, P. ; CARVALHO, A. M. B. R. ; Alvares, A. R.. Introducing a Corpus of Human-Authored Dialogue Summaries in Portuguese. Em: Recent Advances in Natural Language Processing, p. 692-701, 2013.
61.	ROSSI, R. G. ; Marcacini, R. M. ; REZENDE, S. O.. Analysis of Statistical Keyword Extraction Methods for Incremental Clustering. Em: X Encontro Nacional de Inteligência Artificial e Computacional - ENIAC, v. 1, p. 1-10, 2013.
62.	SALES, S. ; FERREIRA, A. G. ; VARGAS, F. A.. Juventudes brasileiras na conexão entre as redes sociais e as escolas de ensino médio. Em: Congreso de la Asociación Latinoamericana de Sociología (ALAS), v. 1, p. 1-15, 2013.
63.	SCHUSTER, Ethel ; LIZOTTE, R. ; ALUÍSIO, Sandra Maria. Approaches for Helping Brazilian Students Improve their Scientific Writings. Em: 9th Brazilian Symposium in Information and Human Language Technology, p. 178-182, 2013.
64.	SILVA, G. S. E. ; GUIMARAES, A. P. N. ; OLIVEIRA, H. N. ; TAVARES, T. A. ; ANJOS, E. G.. Systematic Mapping of Software Architectures for Telemedicine Systems. Em: International Conference on Computational Science and Its Applications, 2013.
65.	Silva, V. F. da ; Koga, M. L. ; Cozman, Fabio Gagliardi ; COSTA, Anna Helena Reali. Reusing risk-aware stochastic abstract policies in robotic navigation learning. Em: RoboCup International Symposium, v. 8371, p. 256-267, 2013.
66.	SOUSA, C. A. R. ; REZENDE, S. O. ; BATISTA, G. E. A. P. A.. Influence of graph construction on semi-supervised learning. Em: European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD), v. 8190, p. 160-175, 2013.
67.	SOUZA, J. W. C. ; DI FELIPPO, Ariani. Em busca de métodos de detecção da complementaridade para a Sumarização Automática Multidocumento. Em: 3a Jornada de Descrição do Português, p. 01, 2013.
68.	Torres, L. S. ; PAIVA, J. G. S. ; Minghim, R. ; ALUÍSIO, S. M.. Visual Classification of Documents Based on Writing Quality. Em: X Encontro Nacional de Inteligência Artificial e Computacional (ENIAC 2013), v. 1, p. 1-12, 2013.
69.	Truzzi, F. S. ; Silva, V. F. da ; COSTA, Anna Helena Reali ; Cozman, Fabio Gagliardi. Ad Network Optimization: Evaluating Linear Relaxations. Em: Brazilian Conference on Intelligent Systems, v. 1, p. 1-12, 2013.
70.	Truzzi, F. S. ; Silva, V. F. da ; COSTA, Anna Helena Reali ; Cozman, Fabio Gagliardi. AdBandit: A new algorithm for the multi-armed bandits. Em: Encontro Nacional de Inteligência Artificial, v. 1, p. 1-12, 2013.
71.	ZANETTA, A. ; MARCACINI, R. M.. O uso da Mineração de Textos para análise exploratória de metadados de produção científica. Em: I SIMPÓSIO DA PRODUÇÃO DO CONHECIMENTO NA GRADUAÇÃO E PÓS-GRADUAÇÃO EM MATO GROSSO DO SUL, p. 1-10, 2013.

2012

1.	Agostini, V. ; CAMARGO, R. T. ; DI FELIPPO, Ariani ; PARDO, T. A. S.. Alinhamento manual de textos e sumários em um corpus jornalístico multidocumento. Em: XI Encontro de Linguística de Corpus (ELC), v. 1, p. 1-5, 2012.
2.	AGUILAR, FRANK D.J. ; Hirata, Nina S.T.. ExpressMatch: A System for Creating Ground-Truthed Datasets of Online Mathematical Expressions. Em: 2012 10th IAPR International Workshop on Document Analysis Systems (DAS), p. 155-5, 2012.
3.	BIONDI, D. S. ; Santos, F. F. ; REZENDE, S. O.. Labeling Methods for Association Rule Clustering. Em: 14th International Conference on Enterprise Information Systems (ICEIS), v. 1, p. 105-113, 2012.
4.	BRAGA, J. C. ; CAMPI JR., A. C. C. ; DAMACENO, R. J. P. ; ALBERNAZ, N. H. C.. Estudo e relato sobre a utilização da tecnologia pelos deficientes visuais. Em: 11th Brazilian Symposium on Human Factors in Computing Systems, 2012.
5.	BRAGA, J. C. ; DAMACENO, R. J. P. ; LEME, R. T. ; DOTTA, S.. Accessibility Study of Rich Web Interface Components. Em: ACHI 2012, 2012.
6.	Camargo, R.T. ; Maziero, E.G. ; PARDO, Thiago Alexandre Salgueiro. Corpus Analysis of Aspects in Multi-Document Summaries - the Case of News Texts from 'World' Section. Em: XI Encontro de Linguística de Corpus, v. 1, p. 1-10, 2012.
7.	CERVANTES, E. P. ; CHALCO, J M ; Cesar Jr., Roberto M.. Towards a quantitative academic internationalization assessment of Brazilian research groups. Em: 2nd workshop on Analyzing and Improving Collaborative eScience with Social Networks - IEEE eScience - 2012, 2012.
8.	CINTHO, M. ; FERREIRA, J e ; Cesar Jr., Roberto M.. Data-intensive analysis of HIV mutations. Em: IEEE International Conference on e-science, 2012.
9.	CONRADO, M. S. ; Gutierrez, V. A. L. ; REZENDE, S. O.. Evaluation of Normalization Techniques in Text Classification for Portuguese. Em: 12th International Conference on Computational Science and Its Applications, v. 3, p. 618-630, 2012.
10.	Costa, J. F. ; Oliveira Jr., Miguel ; Silva, Fábia Pereira. Documentação da Língua Indígena Brasileira Yaathe (Fulni-ô). Em: VII GSCP International Conference : Speech and Corpora, p. 464-467, 2012.
11.	COZMAN, FABIO G.; BARRETTO, M. R. P. ; FUKS, W. J.. Adaptability in recommendation systems: perspectives. Em: Workshop de Tecnologia Adaptativa (WTA 2012), v. 1, p. 1-5, 2012.
12.	DAYRELL, C. ; CÂNDIDO, Arnaldo ; Lima, G. ; MACHADO, D. ; Copestake, A. ; FELTRIM, Valéria D. ; TAGNIN, Stella e O ; ALUÍSIO, S. M.. Rhetorical Move Detection in English Abstracts: Multi-label Sentence Classifiers and their Annotated Corpora. Em: Eight International Conference on Language Resources and Evaluation (LREC'12), v. 1, p. 1604-1609, 2012.
13.	Delgado H., Edwin ; Hirata, Nina S. T. ; Finger, E.. Detecção de ovos de S. mansoni em imagens microscópicas. Em: VIII Workshop de Visão Computacional, 2012.
14.	DIGIAMPIETRI, L. ; Peres, S. ; Nakano, F. ; ROMAN, N. T. ; Silva, B. ; Teodoro, B. ; Silva-Jr., D. ; Pereira, G.V.A. ; Gorges, G.O. ; Pereira, G.R. ; Santos, M.V. ; Baklizky, M. ; Wagner, P.K. ; Barros, V.A.. Complementando o Aprendizado em Programação: Experiências no Curso de Sistemas de Informação da USP. Em: VIII Simpósio Brasileiro de Sistemas de Informação (SBSI 2012), 2012.
15.	Dornelles, M.M. ; Hirata, Nina S. T.. A genetic algorithm based approach for combining binary image operators. Em: 21st International Conference on Pattern Recognition, v. 1, p. 3184-1, 2012.
16.	Duran, M. S. ; ALUÍSIO, S. M.. Propbank-Br: a Brazilian Treebank annotated with semantic role labels. Em: Eight International Conference on Language Resources and Evaluation (LREC'12), v. 1, p. 1862-1867, 2012.
17.	ESCOBAR, L. C. ; PONTI-JR, M.P.. Quantização de imagens para geração de descritores compactos de cor e textura. Em: XXV SIBGRAPI - Conference on Graphics, 2012.
18.	FERNANDES, P. ; LOPES, L. ; LOPES, L. ; PROLO, C. A. ; SALES, A. ; VIEIRA, R.. A Fast, Memory Efficient, Scalable and Multilingual Dictionary Retriever. Em: LREC, p. 2520-2524, 2012.
19.	FERREIRA, V. H. ; Lopes, Lucelene ; LOPES, L. ; VIEIRA, R.. Descoberta automática de relaçõs não-taxonômicas a partir de corpus em língua portuguesa. Em: ONTOBRAS/MOST, p. 1-6, 2012.
20.	FREITAS, C.; MOTTA, E. ; MILIDIU, R. ; CESAR, J.. Vampiro que brilha... rá! Desafios na anotação de opinião em um corpus de resenhas de livros. Em: XI Encontro de Linguística de Corpus, 2012.
21.	GONÇALVES, Jean Piton ; ALUÍSIO, S. M.. An architecture for multidimensional computer adaptive test with educational purposes. Em: 18th Brazilian Symposium on Multimedia and the Web, v. 1, p. 15-28, 2012.
22.	GRANADA, R. ; LOPES, L. ; LOPES, L. ; TROJAHN, C. ; RAMISCH, C. ; VIEIRA, R. ; VILLAVICENCIO, A.. A Comparable Corpus Based on Aligned Multilingual Ontologies. Em: Proceedings of the ACL Workshop on Multilingual Modeling, p. 25-31, 2012.
23.	GUETHI, A. F. ; RODRIGUES, R. ; YOKOTA, R.. Formação de Professores de Espanhol/LE e a Experiência do Projeto de Extensão Universitária Español en la UFSCar. Em: Encontro de Licenciaturas em Letras - ELIL, 2012.
24.	Gurzoni Jr., J. A. ; COZMAN, FABIO G.. Classification of Laser and Visual Sensors Using Associative Markov Networks. Em: Encontro Nacional de Inteligência Artificial (ENIA), p. 1-12, 2012.
25.	JORGE, M. L. C. ; DI FELIPPO, Ariani ; NOBREGA, F. A. A. ; PARDO, T. A. S.. Analysis of ascpects in a corpus of human multi-document summaries of 'sport' news. Em: XI Encontro de Linguística de Corpus (ELC), v. 1, p. 1-7, 2012.
26.	JORGE, M. L. C. ; FILIPPO, A. ; NOBREGA, F. A. A. ; SOUZA, J. W. C.. ANALYSIS OF INFORMATIONAL ASPECTS IN A CORPUS OF HUMAN MULTI-DOCUMENT SUMMARIES OF ?SPORTS? NEWS. Em: XI Encontro de Linguística de Corpus - ELC, 2012.
27.	Jorge, M.L.C. ; PARDO, Thiago Alexandre Salgueiro. Multi-Document Summarization: Content Selection based on CST Model (Cross-document Structure Theory). Em: PROPOR 2012 PhD and MSc/MA Dissertation Contest, p. 1-8, 2012.
28.	LEON, L. M. C. ; HIRATA JR., R.. Vehicle Detection using Mixture of Deformable Parts Models: Static and Dynamic Camera. Em: Conference on Graphics, p. 237-244, 2012.
29.	LIU, Y. ; DRIEMEIER, C. ; Cesar Jr., Roberto M.. Data-Oriented Research for Bioresource Utilization:a Case Study to Investigate Water Uptake in Cellulose Using Principal Components. Em: IEEE International Conference on e-science, 2012.
30.	LOPES, L.; FERNANDES, P. ; VIEIRA, R.. Domain term relevance through tf-dcf. Em: ICAI - International Conference in Artificial Inteligence, p. 1-7, 2012.
31.	LOPES, L.; VIEIRA, R.. Improving Portuguese Term Extraction. Em: International Conference on Computational Processing of the Portuguese Language - PROPOR, v. 7243, p. 85-92, 2012.
32.	LUNA, José Eduardo Ochoa ; REVOREDO, K. C. ; COZMAN, FABIO G.. An Experimental Evaluation of a Scalable Probabilistic Description Logic Approach for Semantic Link Prediction. Em: 8th International Workshop on Uncertainty Reasoning for the Semantic Web, v. 1, p. 63-74, 2012.
33.	LUNA, José Eduardo Ochoa ; REVOREDO, K. C. ; COZMAN, FABIO G.. A Scalable Probabilistic Description Logic Approach for Semantic Link Prediction. Em: Encontro Nacional de Inteligência Artificial (ENIA), v. 1, p. 1-12, 2012.
34.	Marcacini, R. M. ; CHERMAN, E. A. ; METZ, J. ; REZENDE, S. O.. A fast dendrogram refinement approach for unsupervised expansion of hierarchies. Em: Discovery Challenge Workshop on Large Scale Hierarchical Classification. (Workshop at ECML/PKDD - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases), v. 1, p. 1-12, 2012.
35.	Marcacini, R. M. ; CORRÊA, G. N. ; REZENDE, S. O.. An Active Learning Approach to Frequent Itemset-Based Text Clustering. Em: ICPR'2012: 21st International Conference on Pattern Recognition, v. 1, p. 3529-3532, 2012.
36.	Marcacini, R. M. ; HRUSCHKA, E. R. ; REZENDE, S. O.. On the Use of Consensus Clustering for Incremental Learning of Topic Hierarchies. Em: SBIA'2012: 21st Brazilian Symposium on Artificial Intelligence, v. 1, p. 112-121, 2012.
37.	Marcacini, R. M. ; REZENDE, S. O.. Aprendizado não supervisionado de hierarquias de de tópicos a partir de coleções textuais dinâmicas. Em: VII Concurso de Teses e Dissertações em Inteligência Artificial (CTDIA) junto ao Brazilian Conference on Intelligent Systems (BRACIS), v. 1, p. 1-12, 2012.
38.	MATUSZEWSKI, D. J. ; MARTINS, C. I. O. ; Cesar Jr., R.M. ; STRICKLER, R. ; LOPES, R. M.. Visual rhythm-based plankton detection method for ballast water quality assessment. Em: IEEE ICIP, 2012.
39.	Maziero, E.G. ; PARDO, Thiago Alexandre Salgueiro. Automatic Identification of Multi-document Relations. Em: PROPOR 2012 PhD and MSc/MA Dissertation Contest, p. 1-8, 2012.
40.	Mota, C. ; SIMOES, A. ; FREITAS, C. ; COSTA, L. ; Santos, D.. Págico: Evaluating Wikipedia-based information retrieval in Portuguese. Em: International Conference on Language Resources and Evaluation (LREC'12), 2012.
41.	NAZARE, T. S. ; BEBER, R. V. C. ; PONTI-JR, M.P.. Anotação automática de vídeo baseada na detecção de gestos em um ambiente de videoconferência. Em: XXV SIBGRAPI - Conference on Graphics, 2012.
42.	NOGUEIRA, B. M. ; JORGE, A. M. G. ; REZENDE, S. O.. HCAC: Semi-supervised Hierarchical Clustering Using Confidence-Based Active Learning. Em: Discovery Science, v. 7569, p. 139-153, 2012.
43.	NOGUEIRA, T. M. ; CAMARGO, H. A. ; REZENDE, S. O.. Fuzzy Cluster Descriptors Improve Flexible Organization of Documents. Em: International Conference Intelligent Systems Design and Applications, v. 1, p. 616-621, 2012.
44.	Nóbrega, F.A.A. ; PARDO, Thiago Alexandre Salgueiro. Explorando Métodos de Uso Geral para Desambiguação Lexical de Sentidos para a Língua Portuguesa. Em: 9o Encontro Nacional de Inteligência Artificial, v. 1, p. 1-12, 2012.
45.	Oliveira Jr., Miguel. NURC digital: uma proposta de preservação dos dados do projeto NURC. Em: VII GSCP International Conference : Speech and Corpora, p. 128-132, 2012.
46.	Oliveira Jr., Miguel; Regina Celia Fernandes Cruz ; Silva, Ebson Wilkerson da Rocha. Perception of Spontaneous Narrative Structure. Em: Speech Prosody, v. 2, p. 705-708, 2012.
47.	PEDROSA, GLAUCO VITOR ; REZENDE, SOLANGE OLIVEIRA ; TRAINA, Agma Juci Machado. Reducing the dimensionality of the SIFT descriptor and increasing its effectiveness and efficiency in image retrieval via bag-of-features. v. 1, p. 139-142, 2012.
48.	Pereira, V. F. ; SANTOS, P. E. ; COZMAN, FABIO G.. Reconhecimento de Objetos Baseado em Contexto Utilizando a Lógica de Descrição Probabilística. Em: Encontro Nacional de Inteligência Artificial (ENIA), p. 1-12, 2012.
49.	POLASTRO, R. B. ; COZMAN, FABIO G. ; TAKIYAMA, F. I. ; REVOREDO, K. C.. Computing Inferences for Credal ALC Terminologies. Em: 8th International Workshop on Uncertainty Reasoning for the Semantic Web, v. 1, p. 94-97, 2012.
50.	PONTI, MOACIR P. Improving restoration of microscopy images using iterative prototypes and a sequence of support constraints. Em: 2012 19th IEEE International Conference on Image Processing (ICIP 2012), p. 3065-3068, 2012.
51.	Ribaldo, R. ; Akabane, A.T. ; RINO, L. H. M. ; PARDO, Thiago Alexandre Salgueiro. Graph-based Methods for Multi-document Summarization: Exploring Relationship Maps, Complex Networks and Discourse Information. Em: 10th International Conference on Computational Processing of Portuguese, v. 7243, p. 260-271, 2012.
52.	Rodrigues, F. ; Semolini, R. ; ROMAN, N. T. ; MONTEIRO, A. M.. TSeg ? A Text Segmenter for Corpus Annotation. Em: VIII Simpósio Brasileiro de Sistemas de Informação (SBSI 2012), 2012.
53.	ROSSI, R. G. ; FALEIROS, T. P. ; REZENDE, SOLANGE OLIVEIRA ; LOPES, Alneu de Andrade. Inductive Model Generation for Text Categorization using a Bipartite Heterogeneous Network. Em: ICDM'2012: IEEE 12th International Conference on Data Mining, v. 1, p. 1086-1091, 2012.
54.	ROSSI, R. G. ; REZENDE, S. O.. Representação de Coleções de Documentos Textuais por meio de Regras de Associação. Em: VII Concurso de Teses e Dissertações em Inteligência Artificial (CTDIA) junto ao Brazilian Conference on Intelligent Systems (BRACIS), v. 1, p. 1-12, 2012.
55.	Scarton, C. E. ; ALUÍSIO, S. M.. Towards a cross-linguistic VerbNet-style lexicon to Brazilian Portuguese. Em: First Workshop on Creating Cross-language Resources for Disconnected Languages and Styles (CREDISLAS), v. 1, p. 11-18, 2012.
56.	Silva, A.L.M. ; Cavalheiro, L.T. ; ROMAN, N. T. ; Chaim, M.. Implementação de Metodologia de Desenvolvimento Ágil em Projetos com Time Alocado e Não Alocado. Em: VIII Simpósio Brasileiro de Sistemas de Informação (SBSI 2012), 2012.
57.	TAKIYAMA, F. I. ; COZMAN, FABIO G.. Inferences on CRALC using the AC-FOVE algorithm. Em: XIX Congresso Brasileiro de Automática, p. 1-6, 2012.
58.	TAKIYAMA, F. I. ; COZMAN, FABIO G.. Algoritmo de Eliminação de Variáveis em Primeira Ordem Aplicado a uma Lógica de Descrição Probabilística. Em: Encontro Nacional de Inteligência Artificial (ENIA), p. 1-12, 2012.
59.	Truzzi, F. S. ; Silva, V. F. da ; COSTA, Anna Helena Reali ; COZMAN, FABIO G.. Markov Decision Processes for Ad Network Optimization. Em: Encontro Nacional de Inteligência Artificial (ENIA), p. 1-12, 2012.
60.	VARGAS, R. N. P. ; MOURA, Maria Feranda ; SPERANZA, E. A. ; RODRIGUEZ, E. ; REZENDE, S. O.. Discovering the Spatial Coverage of the Documents through the SpatialCIM Methodology. Em: International Conference on Geographic Information Science, 2012.
61.	VARGAS, R. N. P. ; MOURA, Maria Fernanda ; SPERANZA, E. A. ; REZENDE, S. O.. Identificação da Cobertura Espacial de Documentos usando Mineração de Textos. Em: Encontro Nacional de Inteligência Artificial (ENIA) junto ao Brazilian Conference on Intelligent Systems 2012 (BRACIS'2012), v. 1, p. 1-11, 2012.
62.	VARGAS, R. N. P. ; MOURA, Maria Fernanda ; SPERANZA, E. A. ; RODRIGUEZ, E. ; REZENDE, S. O.. The SpatialCIm methodology for spatial document coverage disambiguation and the entity recognition process aided by linguistic techniques. Em: Geospatial Information and Documents, 2012.
63.	VIEIRA DA SILVA FILHO, ELENILSON ; DE SOUSA E SILVA, GLAUCO ; NEVES DE OLIVEIRA, HUGO ; ALVES FERREIRA, ANDERSON VINICIUS ; GOMES DE MELO, ERICK AUGUSTO ; AIRES TAVARES, TATIANA ; MATOS BEZERRA MOTTA, GUSTAVO HENRIQUE ; LEMOS DE SOUZA FILHO, GUIDO. A Strategy of Multimedia Reflectors to Encryption and Codification in Real Time. Em: 2012 IEEE International Symposium on Multimedia (ISM), p. 278, 2012.

2011

1.	BELUSSI, LUIZ ; HIRATA, NINA. Fast QR Code Detection in Arbitrarily Acquired Images. Em: 2011 24th SIBGRAPI Conference on Graphics, p. 281-288, 2011.
2.	Camargo, R.T. ; DI FELIPPO, Ariani ; PARDO, Thiago Alexandre Salgueiro. Em direção à caracterização de sumários humanos multidocumento. Em: 2nd Workshop on Portuguese Description, v. 01, p. 47-54, 2011.
3.	Cardoso, P.C.F. ; Maziero, E. G. ; Jorge, L.R.C. ; RINO, Lucia H M ; FELIPPO, Ariani Di ; SENO, Eloize R M ; NUNES, M. G. V. ; PARDO, Thiago A. S.. CSTNews- A Rich Annotated Corpus for Single and Multi-Document Summarization of News Texts in Brazilian Portuguese. Em: Simpósio Brasileiro de Tecnologia da Informação e da Linguagem Humana - TIL 2011 (III Workshop "A RST e os Estudos do Texto"), p. 1-16, 2011.
4.	Cardoso, P.C.F. ; Maziero, E.G. ; Jorge, M.L.C. ; SENO, Eloize Rossi Marques ; DI FELIPPO, Ariani ; RINO, L. H. M. ; NUNES, Maria das Graças Volpe ; PARDO, Thiago Alexandre Salgueiro. CSTNews - A Discourse-Annotated Corpus for Single and Multi-Document Summarization of News Texts in Brazilian Portuguese. Em: 3rd RST Brazilian Meeting, v. 01, p. 88-105, 2011.
5.	Cardoso, P.C.F. ; PARDO, Thiago Alexandre Salgueiro ; NUNES, Maria das Graças Volpe. Métodos para Sumarização Automática Multidocumento Usando Modelos Semântico-Discursivos. Em: III Workshop ?A RST e os Estudos do Texto?, v. 1, p. 59-74, 2011.
6.	CARVALHO, Veronica Oliveira de ; Santos, F. F. ; REZENDE, S. O.. Post-processing association rules with clustering and objective measures. Em: 3th International Conference on Enterprise Information Systems (ICEIS), v. 1, p. 54-63, 2011.
7.	Conrado, M.S. ; Koza, W. ; Díaz-Labrador, J. ; Abaitua, J. ; Rezende, S.O. ; PARDO, Thiago Alexandre Salgueiro ; Solana, Z.. Identificación de Términos a partir de Enumeraciones Sintagmáticas Nominales: Una Aplicación al Dominio Médico. Em: Congreso Argentino de Informática y Salud, v. 1, p. 57-65, 2011.
8.	Conrado, M.S. ; Koza, W. ; Díaz-Labrador, J. ; Abaitua, J. ; Rezende, S.O. ; PARDO, Thiago Alexandre Salgueiro ; Solana, Z.. Extracting Multiword Expressions using Enumerations of Noun Phrases in Specialized Domains: first experiences. Em: 15th Portuguese Conference on Artificial Intelligence - Text Mining and Applications, v. 1, p. 775-789, 2011.
9.	Conrado, M.S. ; Koza, W. ; Díaz-Labrador, J. ; Abaitua, J. ; Rezende, S.O. ; PARDO, Thiago Alexandre Salgueiro ; Solana, Z.. Experiments on Term Extraction using Noun Phrase Subclassifications. Em: Recent Advances in Natural Language Processing, v. 1, p. 746-751, 2011.
10.	Cueva, Diego R. ; Gonçalves, Rafael A. M. ; COZMAN, F. G. ; BARRETTO, M. R. P.. Crawling to improve multimodal emotion detection. Em: Mexican International Conference on Artificial Intelligence, v. 7095, p. 343-350, 2011.
11.	Cueva, Diego R. ; Gonçalves, Rafael A. M. ; COZMAN, F. G. ; BARRETTO, M. R. P.. Fusão de Observações Afetivas em Cenários Realistas. Em: Encontro Nacional de Inteligência Artificial, p. 1-10, 2011.
12.	CANDIDO JUNIOR, A.; COPESTAKE, A. ; SPECIA, L. ; ALUÍSIO, S. M.. Towards an on-demand Simple Portuguese Wikipedia. Em: The 2nd Workshop on Speech and Language Processing for Assistive Technologies, v. 1, p. 137-147, 2011.
13.	Duque, J.L. ; Matos, P.F. ; Ciferri, C.D.A. ; PARDO, Thiago Alexandre Salgueiro ; Ciferri, R.R.. Um Processo Baseado em Parágrafos para a Extração de Tratamentos em Artigos Científicos do Domínio Biomédico. Em: 8th Brazilian Symposium in Information and Human Language Technology, v. 1, p. 124-133, 2011.
14.	Duran, M. S. ; Ramisch, C. ; ALUÍSIO, S. M. ; Villavicencio, A.. Identifying and Analyzing Brazilian Portuguese Complex Predicates. Em: Multiword Expressions: from Parsing and Generation to the Real World (MWE 2011), v. 1, p. 74-82, 2011.
15.	F. R. Correa ; COZMAN, F. G. ; OKAMOTO JÚNIOR, J.. Collective Classification in Semantic Mapping with a Probabilistic Description Logic. Em: International Workshop on Description Logics, p. 455-465, 2011.
16.	FINATTO, M. J. ; LOPES, L. ; LOPES, L. ; VIEIRA, R. ; EVERS, A.. Hierarquias de Conceitos para um Ambiente Virtual de Ensino Extraídas de um Corpus de Jornais Populares. Em: ONTOBRAS / MOST, p. 111-116, 2011.
17.	FINATTO, Maria José Bocorny ; Scarton, C. E. ; Rocha, A. ; ALUÍSIO, S. M.. Características do jornalismo popular: avaliação da inteligibilidade e auxílio à descrição do gênero. Em: The 8th Brazilian Symposium in Information and Human Language Technology, v. 1, p. 49-58, 2011.
18.	Finger, M; Araujo, A. Classical and quantum satisfiability. Em: LSFA 2011 - 6th Workshop on Logical and Semantic Frameworks, p. 1, 2011.
19.	FINGER, M. ; COZMAN, F. G. ; WASSERMANN, Renata. Satisfiability in EL with Sets of Probabilistic ABoxes. Em: 24th International Workshop on Description Logics (DL 2011), p. 477-487, 2011.
20.	Finger, M; De Bona, Glauber. Probabilistic Satisfiability: Logic-Based Algorithms and Phase Transition. Em: IJCAI 2011, p. 528-533, 2011.
21.	Finger, M; PATRAO, D. F. C. ; Filocomo, Fabio. Resolução da Heterogeneidade na Identificação de Pacientes. Em: STIL 2011 : 8th Brazilian Symposium in Information and Human Language Technology, p. 1, 2011.
22.	Finger, Marcelo; Araujo, A. A formal system for quantum communication environments. Em: ENIA 2011, p. 1-11, 2011.
23.	Franco, F. de O. ; BARROS, Leliane Nunes de ; DELGADO, K. V. ; COZMAN, F. G.. Jogos Markovianos Alternados com Probabilidades Imprecisas dadas por Conjuntos Credais. Em: Encontro Nacional de Inteligência Artificial, p. 1-12, 2011.
24.	FREITAS, C.; Santos, D. ; SILVA, R.. Corpos e cores: colorindo a descrição da língua portuguesa. Em: X Encontro de Linguístiica de Corpus, p. 76-102, 2011.
25.	Gonçalves, Rafael A. M. ; Cueva, Diego R. ; BARRETTO, M. R. P. ; COZMAN, F. G.. Determinação da Emoção Demonstrada pelo Interlocutor. Em: Encontro Nacional de Inteligência Artificial, p. 1-12, 2011.
26.	Hirata, Nina S. T.; Honda, W. Y.. Automatic Labeling of Handwritten Mathematical Symbols via Expression Matching. Em: 8th IAPR-TC-15 International Workshop on Graph-Based Representations in Pattern Recognition, v. 6658, p. 295-304, 2011.
27.	Jorge, M.L.C. ; Agostini, V. ; PARDO, Thiago Alexandre Salgueiro. Multi-document Summarization Using Complex and Rich Features. Em: VIII Encontro Nacional de Inteligência Artificial, v. 1, p. 1-12, 2011.
28.	Jorge, M.L.C. ; PARDO, Thiago Alexandre Salgueiro. Sumarização Automática Multidocumento: Seleção de conteúdo com base no modelo CST (Cross-document Structure Theory). Em: XXIV Concurso de Teses e Dissertações da Sociedade Brasileira de Computação, v. 1, p. 1-6, 2011.
29.	Jorge, M.L.C. ; PARDO, Thiago Alexandre Salgueiro. A Generative Approach for Multi-Document Summarization using the Noisy Channel Model. Em: 3rd RST Brazilian Meeting, v. 1, p. 75-87, 2011.
30.	Lara, Arnaldo C. ; Hirata Jr., Roberto. Combining features to a class-specific model in an instance detection framework. Em: XXIV Sibgrapi ? Conference on Graphics, 2011.
31.	Luis Roberto Pereira de Paula ; Carlos S. Santos ; Marco Antônio Gutierrez ; Hirata Jr., Roberto. An Open-source Medical Image Processing and Visualization Tool to Analyze Cardiac SPECT Images. Em: 7th International Symposium on Visual Computing, 2011.
32.	LUNA, José Eduardo Ochoa ; REVOREDO, K. C. ; COZMAN, F. G.. Learning probabilistic description logics: A framework and algorithms. Em: Mexican International Conference on Artificial Intelligence, v. 7094, p. 28-39, 2011.
33.	Marcacini, R. M. ; REZENDE, S. O.. Construção Automática de Diretórios Web usando Agrupamento Incremental de Termos. Em: Encontro Nacional de Inteligência Artificial (ENIA), v. 1, p. 323-334, 2011.
34.	MARTINS, C. I. O. ; CESAR JUNIOR, R. M. ; FREITAS, A. V. L. ; JORGE, L. R. ; Leandro, Jorge J. G.. Segmentation of Similar Images using Graph Matching and Community Detection. Em: 8th IAPR-TC-15 Workshop on Graph-based Representations in Pattern Recognition, 2011.
35.	Matos, T. ; Silva, V. E. da ; COZMAN, F. G. ; COSTA, Anna Helena Reali. Simultaneous Abstract and Concrete Reinforcement Learning. Em: Symposium on Abstraction, p. 82-89, 2011.
36.	Maziero, E.G. ; PARDO, Thiago Alexandre Salgueiro. Multi-Document Discourse Parsing Using Traditional and Hierarchical Machine Learning. Em: 8th Brazilian Symposium in Information and Human Language Technology, v. 1, p. 1-10, 2011.
37.	Maziero, E.G. ; PARDO, Thiago Alexandre Salgueiro ; da Cunha, I. ; Torres-Moreno, J.M. ; SanJuan, E.. DiZer 2.0 - An Adaptable On-line Discourse Parser. Em: 3rd RST Brazilian Meeting, v. 1, p. 1-17, 2011.
38.	Mena-Chalco, Jesús Pascual ; Cesar Jr., R.M.. Towards automatic discovery of co-authorship networks in the Brazilian academic are. Em: Workshop On Measuring the Impact of e-Science Research (MeSR 2011) - IEEE eScience 2011, 2011.
39.	Morimitsu, Henrique ; Pimentel, Rodrigo Bernardo ; Hashimoto, Marcelo ; CESAR JUNIOR, R. M. ; Hirata Jr, Roberto. Wi-Fi and Keygraphs for Localization with Cell Phones. Em: Second IEEE International Workshop on Mobile Vision - IWMV - ICCV, 2011.
40.	Morimitsu, Henrique ; Hashimoto, Marcelo ; Pimentel, Rodrigo Bernardo ; CESAR JUNIOR, R. M. ; Hirata Jr., Roberto. Keygraphs for Sign Detection in Indoor Environments by Mobile Phones. Em: 8th IAPR-TC-15 Workshop on Graph-based Representations in Pattern Recognition, 2011.
41.	Muniz, F. ; WATANABE, W. M. ; Scarton, C. E. ; ALUÍSIO, S. M.. Extração de Termos de Manuais Técnicos de Produtos Tecnológicos: uma Aplicação em Sistemas de Adaptação Textual. Em: SEMISH 2011 - XXXVIII Seminário Integrado de Software e Hardware, v. 1, p. 1293-1306, 2011.
42.	Murrugarra-Llerena, N. ; Alva-Manchego, F. ; REZENDE, S. O.. Comparação de Grades Curriculares Baseada em Agrupamento Hierárquico de Textos. Em: Workshop sobre Educação em Computação (WEI), v. 1, p. 1616-1625, 2011.
43.	OLIVEIRA, O. L. ; MONTEIRO, A. M. ; ROMAN, N. T.. From Concrete to Abstract? Problem Domain in the Learning of Introductory Programming. Em: 16th Annual Conference on Innovation and Technology in Computer Science Education (ITiCSE 2011), 2011.
44.	PAPA, J. P. ; PAGNIN, A. ; SCHELLINI, S. A. ; SPADOTTO, A. ; GUIDO, R. C. ; PONTI-JR, M.P. ; CHIAGIA, G. ; FALCAO, A. X.. Feature selection through gravitational search algorithm. Em: 36th International Conference on Acoustics, p. 2052-2055, 2011.
45.	Talita Perciano Costa Leite ; Tupin, Florence ; Hirata Jr., Roberto ; CESAR JUNIOR, R. M.. A hierarchical Markov random field For road network extraction and its application with optical and SAR data. Em: 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011.
46.	PICON, C. T. ; ROSSI, I. ; PONTI-JR, M.P.. Análise da performance de descritores de cor utilizando imagens em várias resoluções. Em: XXIV SIBGRAPI - Conference on Graphics, 2011.
47.	PINTO, S. C. D. ; Mena-Chalco, Jesús P. ; LOPES, Fabrício Martins ; VELHO, L ; Cesar Jr., R.M.. 3D Facial Expression Analysis by using 2D and 3D Wavelet Transforms. Em: 18th IEEE International Conference on Image Processing - ICIP 2011, 2011.
48.	PONTI JR., MOACIR P. Combining Classifiers: From the Creation of Ensembles to the Decision Fusion. Em: 2011 24th SIBGRAPI Conference on Graphics, p. 1-10, 2011.
49.	PONTI-JR, M.P.; PAPA, J. P.. Improving accuracy and speed of Optimum-Path Forest classifier using combination of disjoint training subsets. Em: 10th International Workshop on Multiple Classifier Systems (MCS 2011), v. 6713, p. 237-248, 2011.
50.	PONTI-JR, M.P.; PAPA, J. P. ; LEVADA, A. L. M.. A Markov Random Field Model for Combining Optimum-Path Forest Classifiers Using Decision Graphs and Game Strategy Approach. Em: 16th Iberoamerican Congress on Pattern Recognition (CIARP 2011), v. 7042, p. 581-590, 2011.
51.	REVOREDO, K. C. ; LUNA, José Eduardo Ochoa ; COZMAN, F. G.. Semantic Link Prediction through Probabilistic Description Logic. Em: International Workshop on Uncertainty Reasoning for the Semantic Web, p. 87-97, 2011.
52.	ROSSI, R. G. ; REZENDE, S. O.. Generating Features from Textual Documents Through Association Rules. Em: Encontro Nacional de Inteligência Artificial, v. 1, p. 311-322, 2011.
53.	ROSSI, R. G. ; REZENDE, S. O.. Building a Topic Hierarchy Using the Bag-of-Related-Words Representation. Em: 1th ACM Symposium on Document Engineering, p. 195-204, 2011.
54.	Scarton, C. E. ; ALUÍSIO, S. M.. O uso do MERLOT por Alunos de Teoria da Computação para a Criação de Materiais de Ensino-Aprendizagem. Em: WEI - XIX Workshop sobre Educação em Computação, v. 1, p. 1656-1665, 2011.
55.	Silva, Ebson Wilkerson da Rocha ; Oliveira Jr., Miguel. A percepção dos elementos prosódicos como marca de estruturação de narrativas espontâneas: um estudo preliminar. Em: III Colóquio Brasileiro de Prosódia da Fala, v. 1, p. 1-4, 2011.
56.	SOUZA, J. W. C. ; DI FELIPPO, Ariani ; PARDO, T. A. S.. Investigação da Identificação da Redundância na Sumarização Multidocumento. Em: STIL Student Workshop on Information and Human Language Technology, v. 01, p. 01-03, 2011.
57.	Torres, L. S. ; ALUÍSIO, S. M.. Using machine learning methods to avoid the pitfall of cognates and false friends in Spanish-Portuguese word pairs. Em: The 8th Brazilian Symposium in Information and Human Language Technology, v. 1, p. 67-76, 2011.
58.	TOSTA, F. E. S. ; DI FELIPPO, Ariani ; PARDO, T. A. S.. Estudo de Métodos Clássicos de Sumarização no Cenário Multidocumento Multilíngue. Em: STIL Student Workshop on Information and Human Language Technology, v. 01, p. 01-03, 2011.
59.	ZACARIAS, A. C. I. ; DI FELIPPO, Ariani ; PARDO, T. A. S.. Proposta de Delineamento Conceitual de Corpus Via Indexação Ontológica. Em: STIL Student Workshop on Information and Human Language Technology, v. 01, p. 01-03, 2011.

2010

1.	ALUÍSIO, S. M.; GASPERIN, C.. Fostering Digital Inclusion and Accessibility: The PorSimples project for Simplification of Portuguese Texts. Em: NAACL HLT 2010 Young Investigators Workshop on Computational Approaches to Languages of the Americas, v. 1, p. 46-53, 2010.
2.	ALUÍSIO, S. M.; Specia, L. ; GASPERIN, C. ; Scarton, C. E.. Readability Assessment for Text Simplification. Em: NAACL 5th Workshop on Innovative Use of NLP for Building Educational Applications (BEA-2010), v. 1, p. 1-9, 2010.
3.	AMANCIO, D. ; FABBRI, R. ; OLIVEIRA JR, Osvaldo N ; NUNES, M. G. V. ; COSTA, Luciano F. Distinguishing between Positive and Negative Opinions with Complex Network Features. Em: TextGraphs-5 - 2010 Workshop on Graph-based Methods for Natural Language Processing, v. 1, p. 83-87, 2010.
4.	Amancio, M.A. ; Duran, M. S. ; ALUÍSIO, S. M.. Automatic Question Categorization: a New Approach for Text Elaboration. Em: Workshop in Natural Language Processing and web-based Technologies 2010, v. 1, p. 21-30, 2010.
5.	ANTIQUEIRA, Lucas ; NUNES, M. G. V.. Complex Networks and Extractive Summarization. Em: International Conference on Computational Processing of Portuguese Language PROPOR 2010, p. 1-8, 2010.
6.	CARVALHO, M. A. ; COSTA, A. ; FERREIRA, A. ; CESAR JUNIOR, R. M.. Image Segmentation Using Component Tree and Normalized Cut. Em: SIBGRAPI, 2010.
7.	CASELI, Helena M ; NUNES, M. G. V.. Transfer rule and bilingual dictionary automatic induction in the ReTraTos project. Em: International Conference on Computational Processing of Portuguese Language PROPOR 2010, p. 1-8, 2010.
8.	Daniel Everett ; Oliveira Jr., Miguel. The Perspicuity of the Syntax-Prosody Interface. Em: Prosodic Typology: State of the Art and Future Prospects, 2010.
9.	De Bona, Glauber ; Finger, Marcelo. A Refuted Conjecture on Probabilistic Satisfiability. Em: SBIA2010 -- Brazilian Symposium on Artificial Intelligence, 2010.
10.	DI FELIPPO, Ariani. The TermiNet Project: an Overview. Em: NAACL HLT 2010 Young Investigators Workshop on Computational Approaches to Languages of the Americas, p. 92-99, 2010.
11.	DI FELIPPO, Ariani. A construção de wordnets terminológicas com base em corpus. Em: Seminário de Pesquisa em Ontologia no Brasil, p. 192-202, 2010.
12.	DI FELIPPO, Ariani. An introduction to the TermiNet project. Em: Groupe de Linguistique Appliquées des Télécommunications (GLAT), p. 63-74, 2010.
13.	DIAS-DA-SILVA, Bento Carlos ; DI FELIPPO, Ariani. REBECA: Turning WordNet Databases into. Em: 7th International Conference on Language Resources and Evaluation (LREC'10), v. 01, 2010.
14.	Dornelles, M.M. ; Hirata, N.S.T.. A Genetic Algorithm Based Method for Determining Two-level Morphological Operators. Em: 17th International Conference on Systems, v. 1, p. 453-456, 2010.
15.	Duran, M. S. ; Amancio, M.A. ; ALUÍSIO, S. M.. Assigning Wh-Questions to Verbal Arguments in a Corpus of Simplified Texts. Em: International Conference on Computational Processing of Portuguese Language (PROPOR 2010), v. 1, p. 1-6, 2010.
16.	Duran, M. S. ; Amancio, M.A. ; ALUÍSIO, S. M.. Assigning Wh-Questions to Verbal Arguments: Annotation Tools Evaluation and Corpus. Em: The Seventh Conference on International Language Resources and Evaluation (LREC), v. 1, p. 1445-1451, 2010.
17.	EBOLI, Monica Goes ; COZMAN, F. G.. Markov decision processes from colored Petri nets. Em: Brazilian Symposium on Artificial Intelligence, v. 6404, p. 72-81, 2010.
18.	EBOLI, Monica Goes ; COZMAN, F. G. ; DELGADO, K. V. ; BARROS, Leliane Nunes de. From colored Petri nets to Markov decision processes. Em: XVIII Congresso Brasileiro de Automática, p. 1755-1762, 2010.
19.	F. R. Correa ; COZMAN, F. G. ; OKAMOTO JÚNIOR, J.. Mapeamento tridimensional de ambientes com sensor laser fixo a um robö móvel. Em: XVIII Congresso Brasileiro de Automática, p. 9-14, 2010.
20.	F. R. Correa ; POLASTRO, R. B. ; COZMAN, F. G. ; OKAMOTO JÚNIOR, J.. Dealing with semantic knowledge in robotics with a probabilistic description logic. Em: ASAI 2010 - XI Argentine Symposium on Artificial Intelligence, p. 1-12, 2010.
21.	FERNANDES, P. ; LOPES, L. ; LOPES, L. ; RUIZ, D. D. A.. The Impact of Random Samples in Ensemble Classifiers. Em: The 25th Annual ACM Symposium on Applied Computing, v. 2, p. 1002-1009, 2010.
22.	Finger, Marcelo; De Bona, Glauber. A Logic Based Algorithm for Solving Probabilistic Satisfiability. Em: IBERAMIA 2010 -- 12th Ibero-American Conference on Artificial Intelligence, v. 6433, p. 453-462, 2010.
23.	Finger, Marcelo; Firmo, Fabio. Previsão de Utilização de Recursos por Aplicações no InterGrade. Em: VIII Workshop em Clouds, 2010.
24.	Finger, Marcelo; KEPLER, F. N.. Variable-Length Markov Models and Ambiguous Words in Portuguese. Em: NAACL-HLT 2010 Young Investigators Workshop on Computational Approaches to Languages of the Americas, p. 15-23, 2010.
25.	Finger, Marcelo; Mauricio S. C. Hernandes. Entailment Multipliers: An Algebraic Characterization of Validity for Classical and Modal Logics. Em: WoLLIC 2010 -- Workshop Logic, v. 6188, p. 1-18, 2010.
26.	FREIRE, A. ; CESAR JUNIOR, R. M. ; FERREIRA, C. E.. A column generation approach for the graph matching problem. Em: International Conference on Pattern Recognition - ICPR, 2010.
27.	FREITAS, C.; Mota, C. ; Santos, D. ; Oliveira, H. ; Carvalho, P.. Second HAREM: advancing the state of the art of named entity recognition in Portuguese. Em: Seventh International Conference on Language Resources and Evaluation (LREC 2010), p. 3630-3637, 2010.
28.	GASPERIN, C. ; Maziero, E. ; ALUÍSIO, S. M.. Challenging Choices for Text Simplification. Em: International Conference on Computational Processing of Portuguese Language (PROPOR 2010), v. 6001, p. 40-50, 2010.
29.	J. M. Nicoladelli ; JOÃO LUIZ LUGUESI ; Silva, M.E.C. ; BERNARD, J. ; Finger, Marcelo. ASA-CALCPRO: MÉTODOS DE INFERÊNCIA ATRAVÉS DE AMBIENTES DE SUPORTE AO ALUNO. Em: V CONGRESSO INTERNACIONAL DE ENSINO DA MATEMÁTICA, 2010.
30.	Jorge, M.L.C. ; PARDO, Thiago Alexandre Salgueiro. Formalizing CST-based Content Selection Operations. Em: 9th International Conference on Computational Processing of the Portuguese Language, p. 25-29, 2010.
31.	Jorge, M.L.C. ; PARDO, Thiago Alexandre Salgueiro. Experiments with CST-based Multidocument Summarization. Em: ACL Workshop TextGraphs-5: Graph-based Methods for Natural Language Processing, p. 74-82, 2010.
32.	KAWAMOTO, D. ; PARDO, Thiago Alexandre Salgueiro. Learning Sentence Reduction Rules for Brazilian Portuguese. Em: 7th International Workshop on Natural Language Processing and Cognitive Science, p. 90-99, 2010.
33.	LOPES, Fabrício Martins ; MARTINS, C. I. O. ; Martins, David C. ; BARRERA, J ; CESAR JUNIOR, R. M.. SFFS-MR: a floating search strategy for GRNs inference. Em: 5th IAPR International Conference on Pattern Recognition in Bioinformatics, 2010.
34.	LOPES, L.; OLIVEIRA, L. H. M ; VIEIRA, R.. Portuguese Term Extraction Methods: Comparing Linguistic and Statistical Approaches. Em: International Conference on Computational Processing of Portuguese Language - PROPOR, p. 1-6, 2010.
35.	LOPES, L.; VIEIRA, R. ; MARTINS, D.. Hierarquias de conceitos extraídas automaticamente de corpus de domínio específico - Um experimento sobre um corpus de Pediatria. Em: XII Congresso Brasileiro de Informática em Saúde CBIS, 2010.
36.	LUNA, José Eduardo Ochoa ; REVOREDO, K. C. ; COZMAN, F. G.. Semantic query extension using query contexts and probabilistic description logics. Em: III International Workshop on Web and Text Intelligence (WTI), p. 856-865, 2010.
37.	LUNA, José Eduardo Ochoa ; REVOREDO, K. C. ; COZMAN, F. G.. Semantic query extension through probabilistic description logics. Em: Workshop on Uncertainty Reasoning for the Semantic Web at the International Semantic Web Conference, p. 49-60, 2010.
38.	LUNA, José Eduardo Ochoa ; REVOREDO, K. C. ; COZMAN, F. G.. Learning sentences and assessments in probabilistic description logics. Em: Workshop on Uncertainty Reasoning for the Semantic Web at the International Semantic Web Conference, p. 85-96, 2010.
39.	Marcacini, R. M. ; REZENDE, S. O.. Incremental Construction of Topic Hierarchies using Hierarchical Term Clustering. Em: 22nd International Conference on Software Engineering and Knowledge Engineering (SEKE), v. 1, p. 553-558, 2010.
40.	Matos, P.F. ; Lombardi, L.O. ; PARDO, Thiago Alexandre Salgueiro ; Ciferri, C.D.A. ; VIEIRA, M. T. P. ; Ciferri, R.R.. An Environment for Data Analysis in Biomedical Domain: Information Extraction for Decision Support Systems. Em: 23th International Conference on Industrial, v. 6096, p. 306-316, 2010.
41.	MATTOS, A. B. ; Mena-Chalco, Jesús P. ; CESAR JUNIOR, R. M. ; VELHO, L. 3D Linear Facial Animation Based on Real Data. Em: SIBGRAPI, 2010.
42.	Maziero, E.G. ; Jorge, M.L.C. ; PARDO, Thiago Alexandre Salgueiro. Identifying Multidocument Relations. Em: 7th International Workshop on Natural Language Processing and Cognitive Science, p. 60-69, 2010.
43.	MOURA, Maria Fernanda ; REZENDE, S. O.. A Simple Method for Labeling Hierarchical Document Clusters. Em: Artificial Intelligence and Applications (AIA 2010), v. 1, p. 363-371, 2010.
44.	MOURA, Maria Fernanda ; REZENDE, S. O.. Contribuições para a construção de taxonomias de tópicos em domínios restritos utilizando aprendizado estatístico. Em: Concurso de Teses e Dissertações de Inteligência Artificial (CTDIA'2010) promovido pela Joint Conference (XX SBIA, v. 1, p. 1-10, 2010.
45.	NOGUEIRA, B. M. ; REZENDE, S. O.. Avaliação de métodos não-supervisionados de seleção de atributos para Mineração de Textos. Em: VII Best MSc Dissertation/PhD Thesis Contest in Artificial Intelligence (CTDIA) promovido pela Jint Conference (SBIA, p. 1-10, 2010.
46.	Nogueira, Tatiane Marques ; CAMARGO, H. A. ; REZENDE, S. O.. The Use of Fuzzy Rules to Text Document Classification. Em: International Conference on Hybrid Intelligent Systems, v. 1, p. 19-24, 2010.
47.	NOMA, A. ; CESAR JUNIOR, R. M.. Sparse Representations for Efficient Shape Matching. Em: SIBGRAPI, 2010.
48.	OLIVEIRA, Leandro H M de ; ALMEIDA, Gladis M B de ; ALUÍSIO, S. M.. e-Termos: Web-based Collaborative Environment for Terminology Management. Em: GROUPE DE LINGUISTIQUE APPLIQUÉES DES TÉLÉCOMMUNICATIONS (GLAT), v. 1, p. 57-62, 2010.
49.	PARDO, Thiago Alexandre Salgueiro; Gasperin, C. ; CASELI, Helena Medeiros ; NUNES, Maria das Graças Volpe. Computational Linguistics in Brazil: An Overview. Em: NAACL HLT 2010 Young Investigators Workshop on Computational Approaches to Languages of the Americas, p. 1-7, 2010.
50.	Perciano, Talita ; HIRATA JR., R. ; Lúcio André de Castro Jorge. Ridge Linking Using an Adptive Oriented Mask Applied to Plant Root Images with Thin Structure. Em: 15th Iberoamerican Congress on Pattern Recognition, v. LNCS, p. 378-385, 2010.
51.	Perciano, Talita ; HIRATA JR., R. ; Lúcio André de Castro Jorge. Parameter Estimation for Ridge Detection in Images with Thin Structures. Em: 15th Iberoamerican Congress on Pattern Recognition, v. LNCS, p. 386-393, 2010.
52.	Pereira, V. F. ; Hummel, B. ; SANTOS, P. E. ; COZMAN, F. G.. Encoding spatial domains with relational Bayesian networks. Em: Workshop on Spatio-Temporal Dynamics (STeDY), p. 49-54, 2010.
53.	POLASTRO, R. B. ; F. R. Correa ; COZMAN, F. G. ; OKAMOTO JÚNIOR, J.. Semantic mapping with a probabilistic description logic. Em: Brazilian Symposium on Artificial Intelligence, v. 6404, p. 62-71, 2010.
54.	PONTI-JR, M.P.; MASCARENHAS, N.D.A.. Does Background Intensity Estimation Influence the Iterative Restoration of Microscope Images?. Em: XXIII SIBGRAPI - Conference on Graphics, p. 56-62, 2010.
55.	PONTI-JR, M.P.; SUAZO, C. A. T. ; MASCARENHAS, N.D.A.. Spectrum Extrapolation on Three-dimensional Restoration of Wide-field Fluorescence Microscopic Images. Em: Workshop of Thesis and Dissertations of the 23rd SIBGRAPI - Conference on Graphics, 2010.
56.	REVOREDO, K. C. ; LUNA, José Eduardo Ochoa ; COZMAN, F. G.. Learning terminologies in probabilistic description logics. Em: Brazilian Symposium on Artificial Intelligence, v. 6404, p. 41-50, 2010.
57.	ROMAN, N. T.; CARVALHO, A. M. B. R.. Complementing RRL for Dialogue Summarisation. Em: Ibero-American Conference on Artificial Intelligence (IBERAMIA 2010), 2010.
58.	ROMAN, N. T.; CARVALHO, A. M. B. R.. A Multi-Dimensional Annotation Scheme for Behaviour in Dialogues. Em: 12th Ibero-American Conference on Artificial Intelligence (IBERAMIA-2010), 2010.
59.	ROSSI, R. G. ; REZENDE, S. O.. The use of frequent itemsets extracted from textual documents for the classification task. Em: III International workshop on Web and Text Intelligence promovido pela International Joint Conference (SBIA, p. 1-10, 2010.
60.	Santos, F. F. ; CARVALHO, Veronica Oliveira de ; REZENDE, S. O.. Selecting Candidate Labels For Hierarchical Document Clusters Using Association Rules. Em: 9th MICAI - Mexican International Conference on Artificial Intelligence, v. 6438, p. 163-176, 2010.
61.	Santos, F. F. ; REZENDE, S. O.. Selecionando Candidatos a Descritores Para Agrupamentos Hierárquicos de Documentos Utilizando Regras de Associação. Em: Workshop on MSc Dissertation and PhD Thesis in Artificial Intelligence promovido pela Joint Conference (XX SBIA, p. 1-10, 2010.
62.	SANTOS, P. E. ; COZMAN, F. G. ; Pereira, V. F. ; Hummel, B.. Probabilistic logic encoding of spatial domains. Em: International Workshop on Uncertainty in Description Logics, p. 1-10, 2010.
63.	Scarton, C. E. ; GASPERIN, C. ; ALUÍSIO, S. M.. Revisiting the Readability Assessment of Texts in Portuguese. Em: IBERAMIA 2010, v. 6433, p. 306-315, 2010.
64.	Silva, Fernando ; CARVALHO, A. M. B. R. ; ROMAN, N. T.. A comparative analysis of centering-based algorithms for pronoun resolution in Portuguese. Em: 12th Ibero-American Conference on Artificial Intelligence (IBERAMIA-2010), 2010.
65.	SPECIA, Lucia ; NUNES, M. G. V. ; STEVENSON, Mark. A relational approach for word sense disambiguation. Em: International Conference on Computational Processing of the Portuguese- PROPOR 2010 Language, p. 1-8, 2010.
66.	TALARICO NETO, A. ; FORTES, Renata Pontim de Matos ; ROSSI, R. G. ; REZENDE, S. O.. MMWA-ae: boosting knowledge from Multmodal Interface Design, Reuse and Usability Evaluation. Em: SEKE'10, v. 1, p. 355-360, 2010.
67.	Watanabe, W.M. ; Candido Jr., A. ; Amancio, M.A. ; Oliveira, M. ; PARDO, Thiago Alexandre Salgueiro ; FORTES, R. P. M. ; ALUÍSIO, Sandra Maria. Adapting web content for low-literacy readers by using lexical elaboration and named entities labeling. Em: The 2010 International Cross Disciplinary Conference on Web Accessibility (W4A), v. 1, p. 8:1-8:9, 2010.
68.	WENDT, I..S. ; MARTINS, D. ; VIEIRA, R. ; STRUBE DE LIMA, V. L.. Geração automática de glossários de termos específicos de um corpus de Geologia. Em: 3º SEMINÁRIO DE PESQUISA EM ONTOLOGIA NO BRASIL- ONTOBRAS, 2010.

2009

1.	Amancio, D. ; NUNES, Maria das Graças Volpe ; PARDO, Thiago Alexandre Salgueiro ; OLIVEIRA JUNIOR, Osvado Novaes de. Avaliação de qualidade de traduções automáticas usando redes complexas. Em: STIL Student Workshop on Information and Human Language Technology, p. 1-4, 2009.
2.	Aziz, W.F. ; PARDO, Thiago Alexandre Salgueiro ; Paraboni, I.. Fine-tuning in Portuguese-English Statistical Machine Translation. Em: 7th Brazilian Symposium in Information and Human Language Technology, p. 1-4, 2009.
3.	Aziz, W.F. ; PARDO, Thiago Alexandre Salgueiro ; Paraboni, I.. Statistical Phrase-based Machine Translation: Experiments with Brazilian Portuguese. Em: VII Encontro Nacional de Inteligência Artificial, p. 769-778, 2009.
4.	B. Klava ; Hirata, N.S.T.. Interactive image segmentation with integrated use of the markers and the hierarchical watershed approaches. Em: International Conference on Computer Vision Theory and Applications, v. 1, p. 186-193, 2009.
5.	Candido Jr., A. ; Maziero, E.G. ; Gasperin, C. ; PARDO, Thiago Alexandre Salgueiro ; Specia, L. ; ALUÍSIO, Sandra Maria. Supporting the Adaptation of Texts for Poor Literacy Readers: a Text Simplification Editor for Brazilian Portuguese. Em: 4th NAACL-HLT Workshop on Innovative Use of NLP for Building Educational Applications, v. 1, p. 34-42, 2009.
6.	CASELI, Helena Medeiros ; Pereira, T. ; Specia, L. ; PARDO, Thiago Alexandre Salgueiro ; Gasperin, C. ; ALUÍSIO, Sandra Maria. Building a Brazilian Portuguese parallel corpus of original and simplified texts. Em: 10th Conference on Intelligent Text Processing and Computational Linguistics, v. 41, p. 59-70, 2009.
7.	CONRADO, Merley ; Marcacini, R. M. ; MOURA, Maria Fernanda ; REZENDE, S. O.. O Efeito do uso de Diferentes Formas de Geração de Termos na Compreensibilidade e Representatividade dos Termos em Coleções Textuais na Língua Portuguesa. Em: II International Workshop on Web and Text Intelligence (WTI - 2009), p. 1-10, 2009.
8.	COZMAN, F. G. Concentration inequalities and laws of large numbers under epistemic irrelevance. Em: International Symposium on Imprecise Probabilities: Theories and Applications, p. 109-118, 2009.
9.	COZMAN, F. G.; POLASTRO, R. B.. Complexity analysis and variational inference for interpretation-based probabilistic description logic. Em: Conference on Uncertainty in Artificial Intelligence, p. 1-9, 2009.
10.	CÂNDIDO, Arnaldo ; Oliveira, M. ; ALUÍSIO, S. M.. Simplifica: um Sistema Web de Autoria de Textos Simplificados. Em: WEBMEDIA 2009, v. 2, p. 55-58, 2009.
11.	DELGADO, K. V. ; BARROS, Leliane Nunes de ; COZMAN, F. G. ; SHIROTA FILHO, Ricardo. Representing and solving factored Markov Decision Processes with imprecise probabilities. Em: International Symposium on Imprecise Probabilities: Theories and Applications, p. 169-178, 2009.
12.	DELGADO, K. V. ; SANNER, S. ; BARROS, Leliane Nunes de ; COZMAN, F. G.. Efficient solutions to factored MDPs with imprecise transition probabilities. Em: 19th International Conference on Automated Planning and Scheduling, p. 98-105, 2009.
13.	DIAS, R. A. ; Goldman, Alfredo ; Hirata Jr., Roberto. Middle-R - A User Level Middleware for Statistical Computing. Em: VII Workshop on Grid Computing and Applications, 2009.
14.	FARIA, E. R. ; PONTI-JR, M.P.. Método de classificação não-supervisionada aplicado ao problema de classificação de cromossomo de peixe. Em: V Workshop de Visão Computacional, 2009.
15.	FREITAS, C.; Santos, D. ; Mota, C. ; Oliveira, H. ; Carvalho, P.. Relation detection between named entities: report of a shared task. Em: Workshop on Semantic Evaluations: Recent Achievements and Future Directions (SEW-2009), p. 129-137, 2009.
16.	Gasperin, C. ; Maziero, E.G. ; Specia, L. ; PARDO, Thiago Alexandre Salgueiro ; ALUÍSIO, Sandra Maria. Natural language processing for social inclusion: a text simplification architecture for different literacy levels. Em: XXXVI Seminário Integrado de Software e Hardware, v. 1, p. 387-401, 2009.
17.	GASPERIN, C. ; Specia, L. ; Pereira, T. F. ; ALUÍSIO, S. M.. Learning When to Simplify Sentences for Natural Text Simplification. Em: Encontro Nacional de Inteligência Artificial - ENIA 2009, v. 1, p. 809-818, 2009.
18.	Gomes, F.T. ; PARDO, Thiago Alexandre Salgueiro. Classificação e agrupamento de textos para processamento multidocumento. Em: STIL Student Workshop on Information and Human Language Technology, p. 1-4, 2009.
19.	GONÇALVES, Jean Piton ; MONZON, Andrea ; ALUÍSIO, S. M.. Métodos de avaliação informatizada que tratam o conhecimento parcial do aluno e geram provas individualizadas. Em: XX Simpósio Brasileiro de Informática na Educação, v. 1, p. 1-10, 2009.
20.	HASHIMOTO, M. ; CESAR JUNIOR, R. M.. Object Detection by Keygraph Classification. Em: 7th IAPR-TC-15 Workshop on Graph-based Representations in Pattern Recognition, 2009.
21.	HIGA, C. H. A. ; HASHIMOTO, R. F. ; HIRATA JR., R. ; HIRATA, N. S. T. ; SANTOS, C. S.. Inference of gene regulatory network using temporal coefficient of determination obtained from ergodic Markov chains. Em: IEEE International Workshop on Genomic Signal Processing and Statistics, p. 1-4, 2009.
22.	HIRATA, N. S. T.; BERTOLDI, M. M. D.. The use of high resolution images in morphological operator learning. Em: Simpósio Brasileiro de Computação Gráfica e Processamento de Imagens, p. 141-148, 2009.
23.	J. M. Nicoladelli ; Silva, M.E.C. ; BERNARD, J. ; Finger, Marcelo. Asa-Calcpro: Métodos de inferência. Em: 1rst International Congress of Mathematics, 2009.
24.	Jorge, M.L.C. ; PARDO, Thiago Alexandre Salgueiro. Content Selection Operators for Multidocument Summarization based on Cross-document Structure Theory. Em: 7th Brazilian Symposium in Information and Human Language Technology, p. 1-8, 2009.
25.	LOPES, Fabrício Martins ; MARTINS JR, D C ; CESAR JUNIOR, R. M.. Comparative study of GRN's inference methods based on feature selection by mutual information. Em: IEEE International Workshop on Genomic Signal Processing and Statistics - GENSIPS, 2009.
26.	LOPES, Fabrício Martins ; Oliveira, E. A. ; CESAR JUNIOR, R. M.. Analysis of the GRNs inference by using Tsallis entropy and a feature selection approach. Em: 14th Iberoamerican Congress on Pattern Recognition (CIARP 2009), 2009.
27.	LOPES, L.; FERNANDES, P. ; VIEIRA, R. ; FEDRIZZI, G.. ExATO lp -- An Automatic Tool for Term Extraction from Portuguese Language Corpora. Em: LTC'09 - 4th Language and Technology Conference, p. 427-431, 2009.
28.	LUNA, José Eduardo Ochoa ; COZMAN, F. G.. A probabilistic algorithm for multi-relational data mining. Em: V Workshop em Algoritmos e Aplicações de Mineração de Dados, p. 34-41, 2009.
29.	LUNA, José Eduardo Ochoa ; COZMAN, F. G.. An algorithm for learning with probabilistic description logics. Em: International Workshop on Uncertainty Reasoning for the Semantic Web, p. 63-74, 2009.
30.	Marcacini, R. M. ; MOURA, Maria Fernanda ; REZENDE, S. O.. Uma Abordagem para Seleção de Grupos Significativos em Agrupamento Hierárquico de Documentos. Em: VII Encontro Nacional de Inteligência Artificial (ENIA), p. 1-10, 2009.
31.	Margarido, P. ; PARDO, T. A. S. ; ALUÍSIO, S. M.. Sumarização Automática para Simplificação de Textos: Experimentos e Lições Aprendidas. Em: Workshop sobre Usabilidade, v. 1, p. 63-71, 2009.
32.	MARTINS JR, D C ; Oliveira, E. A. ; SILVA, P J S ; HASHIMOTO, R. ; CESAR JUNIOR, R. M.. Revealing temporal genetic regulatory networks from steady-state distributions. Em: IEEE International Workshop on Genomic Signal Processing and Statistics - GENSIPS, 2009.
33.	MARTINS, C. I. O. ; MEDEIROS, F. N. S. ; VERAS, R. M. S. ; BEZERRA, F. N. ; CESAR JUNIOR, R. M.. Evaluation of retinal vessel segmentation methods for microaneurysms detection. Em: International Conference on Image Processing, 2009.
34.	Matos, P.F. ; Ciferri, R.R. ; PARDO, Thiago Alexandre Salgueiro. Metodologia de Pré-processamento Textual para Extração de Informação em Artigos Científicos do Domínio Biomédico. Em: VIII Workshop de Teses e Dissertações em Bancos de Dados, p. 1-6, 2009.
35.	MAUA, D. D. ; COZMAN, F. G.. Representing and classifying user reviews. Em: Encontro Nacional de Inteligência Artificial, p. 1-10, 2009.
36.	Maziero, E.G. ; PARDO, Thiago Alexandre Salgueiro. Automatização de um Método de Avaliação de Estruturas Retóricas. Em: RST Brazilian Meeting, p. 1-9, 2009.
37.	Maziero, E.G. ; PARDO, Thiago Alexandre Salgueiro ; ALUÍSIO, Sandra Maria. Ferramenta Automática de Simplificação Textual. Em: STIL Student Workshop on Information and Human Language Technology, p. 1-4, 2009.
38.	NOGUEIRA, B. M. ; REZENDE, S. O.. Dois novos métodos para seleção não-supervisionada de atributos em Mineração de Textos. Em: XXXV Latin American Informatics Conference (CLEI 2009), v. 1, p. 1-10, 2009.
39.	NOGUEIRA, B. M. ; REZENDE, S. O.. Análise comparativa de duas abordagens para o agrupamento semi-supervisionado particional de documentos: sementes iniciais e restrições pareadas. Em: IV Congresso da Academia Trinacional de Ciências (C3N 2009), 2009.
40.	Nogueira, Tatiane Marques ; CAMARGO, H. A. ; REZENDE, S. O.. Tratamento de imprecisão e incerteza na identificação de documentos textuais similares. Em: Congresso da Academia Trinacional de Ciências, 2009.
41.	NOMA, A. ; VELHO, L ; CESAR JUNIOR, R. M.. A Computer-Assisted Colorization Approach based on Eﬃcient Belief Propagation and Graph Matching. Em: 14th Iberoamerican Congress on Pattern Recognition (CIARP 2009), 2009.
42.	PONTI-JR, M.P. Segmentação de imagens tridimensionais de microscopia por classificação não-supervisionada e por limiar melhorada por restauração , V Workshop de Visão Computacional. Em: V Workshop de Visão Computacional, 2009.
43.	PONTI-JR, M.P. Uma experiência com aprendizado baseado em problemas no ensino de Computação Gráfica para a graduação. Em: IV Workshop on Education of Graphic Processing of the XXII SIBGRAPI, 2009.
44.	ROMAN, N. T.; FERREIRA, C. D. ; MEIRA, L. A. A. ; REZENDE, R. C. ; DIGIAMPIETRI, L. ; JAMBEIRO FILHO, J. ; KONDO, A. A. ; BRANDAO, B. C. ; CONSTANTINO, E. R. ; RIBEIRO, H. S. ; WAINER, J. ; GOLDENSTEIN, S. K.. Attribute-Value Specification in Customs Fraud Detection: A Human-Aided Approach. Em: 10th Annual International Conference on Digital Government Research (dg.o 2009), 2009.
45.	SANTOS FILHO, D. J. ; MOSCATO, L. A. ; MIYAGI, Paulo Eigi ; COZMAN, F. G. ; Kano, C. H.. Educação tutorial: uma proposta de formação diferenciada em engenharia. Em: XVIII Encontro Anual da Associação Brasil Japão de Pesquisadores e II Simpósio Brasil-Japão, p. 123-130, 2009.
46.	Scarton, C. E. ; Almeida, D. M. ; ALUÍSIO, S. M.. Análise da Inteligibilidade de textos via ferramentas de Processamento de Língua Natural: adaptando as métricas do Coh-Metrix para o Português. Em: The 7th Brazilian Symposium in Information and Human Language Technology, v. 1, p. 1-10, 2009.
47.	SECA NETO, A. G. S. ; Celso A. A. Kaestner ; Finger, Marcelo. Towards an efficient prover for the C_1-paraconsistent logic. Em: LSFA'09: Fourth Workshop on Logical and Semantic Frameworks, 2009.
48.	SENO, Eloize R M ; NUNES, M. G. V.. Fusão Automática de Sentenças Similares em Português. Em: VII Simpósio Brasileiro em Tecnologia da Informação e da Linguagem Humana, p. 1-10, 2009.
49.	Spolavori Santos, G. ; Silveira, M. S. ; ALUÍSIO, S. M.. Produção de Textos Paralelos em Língua Portuguesa e uma Interlíngua de LIBRAS. Em: XXXVI Seminário Integrado de Software e Hardware, v. 1, p. 371-385, 2009.
50.	Uzêda, V.R. ; PARDO, Thiago Alexandre Salgueiro ; ALUÍSIO, Sandra Maria. Tratamento de redundância e senso comum. Em: STIL Student Workshop on Information and Human Language Technology, p. 1-4, 2009.
51.	Watanabe, W.M. ; Candido Jr., A. ; Uzêda, V.R. ; FORTES, R. P. M. ; PARDO, Thiago Alexandre Salgueiro ; ALUÍSIO, Sandra Maria. Facilita: reading assistance for low-literacy readers. Em: ACM International Conference on Design of Communication (SIGDOC 2009), v. 1, p. 29-36, 2009.
52.	Watanabe, W.M. ; FORTES, R. P. M. ; PARDO, Thiago Alexandre Salgueiro ; ALUÍSIO, Sandra Maria. Facilita: auxílio à leitura de textos disponíveis na Web. Em: Brazilian Symposium on Multimedia and the Web, v. 2, p. 27-30, 2009.

2008

1.	Aleixo, P ; PARDO, Thiago Alexandre Salgueiro. CSTTool: um parser multidocumento automático para o Português do Brasil. Em: IV Workshop on MSc Dissertation and PhD Thesis in Artificial Intelligence, p. 1-10, 2008.
2.	Aleixo, P ; PARDO, Thiago Alexandre Salgueiro. Finding Related Sentences in Multiple Documents for Multidocument Discourse Parsing of Brazilian Portuguese Texts. Em: VI Workshop em Tecnologia da Informação e da Linguagem Humana, p. 298-303, 2008.
3.	ALUÍSIO, Sandra Maria ; Specia, L. ; PARDO, Thiago Alexandre Salgueiro ; Maziero, E.G. ; CASELI, Helena Medeiros ; FORTES, R. P. M.. A Corpus Analysis of Simple Account Texts and the Proposal of Simplification Strategies: First Steps towards Text Simplification Systems. Em: The 26th ACM International Conference on Design of Communication, v. 1, p. 15-22, 2008.
4.	ALUÍSIO, Sandra Maria ; Specia, L. ; PARDO, Thiago Alexandre Salgueiro ; Maziero, E.G. ; FORTES, R. P. M.. Towards Brazilian Portuguese Automatic Text Simplification Systems. Em: 8th ACM Symposium on Document Engineering, v. 1, p. 240-248, 2008.
5.	Aziz, W.F. ; PARDO, Thiago Alexandre Salgueiro ; Paraboni, I.. An Experiment in Spanish-Portuguese Statistical Machine Translation. Em: 19th Brazilian Symposium on Artificial Intelligence, p. 248-257, 2008.
6.	Aziz, W.F. ; PARDO, Thiago Alexandre Salgueiro ; Paraboni, I.. Building a Spanish-Portuguese Parallel Corpus for Statistical Machine Translation. Em: VI Workshop em Tecnologia da Informação e da Linguagem Humana, p. 369-371, 2008.
7.	CARVALHO, Veronica Oliveira de ; REZENDE, S. O.. Generalização de Regras de Associação Utilizando Conhecimento de Domínio e Avaliação do Conhecimento Generalizado. Em: VI Best MSc Dissertation/PhD Thesis Contest (CTDIA), v. 1, p. 1-10, 2008.
8.	CASELI, Helena de Medeiros ; NUNES, M. G. V. ; FORCADA, Mikel. From free shallow monolingual resources to machine translation systems: easing the task. Em: MATMT2008 workshop: Mixing Approaches to Machine Translation, v. 1, p. 41-49, 2008.
9.	CASELI, Helena M ; NUNES, M. G. V. ; FORCADA, Mikel. On the Automatic Learning of Bilingual Resources: Some Relevant Factors for Machine Translation. Em: SBIA 2008, v. 5249, p. 258-267, 2008.
10.	CASELI, Helena Medeiros ; Gomes, F.T. ; PARDO, Thiago Alexandre Salgueiro ; NUNES, Maria das Graças Volpe. VisualLIHLA: The Visual Online Tool for Lexical Alignment. Em: VI Workshop em Tecnologia da Informação e da Linguagem Humana, p. 378-380, 2008.
11.	CASELI, Helena Medeiros ; Pereira, T. ; Specia, L. ; PARDO, Thiago Alexandre Salgueiro ; ALUÍSIO, Sandra Maria. Building a Brazilian Portuguese parallel corpus of original and simplified texts. Em: 10th International Conference on Intelligent Text Processing and Computational Linguistics, 2008.
12.	CHALCO, J M ; MACEDO, Y. ; VELHO, L ; CESAR JUNIOR, R. M.. PCA-based 3D Face Photography. Em: SIBGRAPI, 2008.
13.	CONRADO, Merley ; REZENDE, S. O.. Avaliando a Geração de termso a partir de Coleções Textuais. Em: Workshop on MSc Dissertation and PhD Thesis in Artificial Intelligence, v. 1, p. 1-10, 2008.
14.	CANDIDO JUNIOR, A.; ALUÍSIO, S. M.. Um Ambiente Computacional para o Processamento de Córpus de Português Histórico. Em: VI Best MSc Dissertation/PhD Thesis Contest (CTDIA 2008), v. 1, p. 1-10, 2008.
15.	CANDIDO JUNIOR, A.; ALUÍSIO, S. M.. Procorph: um Sistema de Apoio para Criação de Dicionários Históricos. Em: VI Workshop em Tecnologias da Informação e da Linguagem Humana (TIL 2008), v. 1, p. 347-352, 2008.
16.	DAYRELL, C. ; ALUÍSIO, S. M.. Using a comparable corpus to investigate lexical patterning in English abstracts written by non-native speakers. Em: Building and Using Comparable Corpora (CompCorp 2008) - LREC 2008, v. 1, p. 1-10, 2008.
17.	DI FELIPPO, Ariani; ALUÍSIO, Sandra Maria ; OLIVEIRA, Leandro Henrique Mendonça de ; ALMEIDA, Gladis Maria de Barcelos. OntoMethodus - A Methodology to Build Domain-Specific Ontologies and its Use in a System to Support the Generation of Terminographic Products. Em: VI Workshop em Tecnologia da Informação e da Linguagem Humana, p. 393-395, 2008.
18.	DI FELIPPO, Ariani; DIAS-DA-SILVA, Bento Carlos. REBECA ? uma Base de Dados Léxico-Conceitual Bilíngüe Inglês-Português. Em: IV Workshop on MSc Dissertation and PhD Thesis in Artificial Intelligence, 2008.
19.	DIGIAMPIETRI, L. ; ROMAN, N. T. ; MEIRA, L. A. A. ; JAMBEIRO FILHO, J. ; FERREIRA, C. D. ; KONDO, A. A. ; REZENDE, R. C. ; CONSTANTINO, E. R. ; BRANDAO, B. C. ; RIBEIRO, H. S. ; CAROLINO, P. K. ; LANNA, A. ; WAINER, J. ; GOLDENSTEIN, S. K.. Uses of Artificial Intelligence in the Brazilian Customs Fraud Detection System. Em: 9th Annual International Conference on Digital Government Research, 2008.
20.	EBOLI, Monica Goes ; COZMAN, F. G.. Modeling manufacturing systems with Stochastic Petri Nets and Markov Decision Processes with Imprecise Probabilities: Theory and Application in the automotive industry. Em: Congresso Brasileiro de Automática, p. 1-6, 2008.
21.	FINGER, M.; BEZERRA, G. C. ; Danilo Mateus Rubio Conde. Resource Use Pattern Analysis for Opportunistic Grids. Em: 6th International Workshop on Middleware for Grid Computing - MGC 2008, 2008.
22.	FINGER, M.; WASSERMANN, R.. Revising Specifications with CTL Properties using Bounded Model Checking. Em: SBIA - Simpósio Brasileiro de Inteligência Artificial, 2008.
23.	Finger, Marcelo. Using Abduction to Compute Efficient Proofs. Em: Third Workshop on Logical and Semantic Frameworks with Applications (LSFA 2008), v. 247, p. 39-49, 2008.
24.	FREITAS, C.; Rocha, P. ; Bick, E.. Floresta Sintá(c)tica: Bigger, Thicker and Easier. Em: 8th International Conference on Computational Processing of the Portuguese Language - PROPOR, v. 5190, p. 216-219, 2008.
25.	FUJIMOTO, Magaly Lika ; REZENDE, S. O.. Uma abordagem para Incrementar o Potencial de Regras de Associação Generalizadas. Em: Workshop on MSc Dissertation and PhD Thesis in Artificial Intelligence, v. 1, p. 1-10, 2008.
26.	Gomes, F.T. ; PARDO, Thiago Alexandre Salgueiro. Trapezio ? Translation Post Editor: um ambiente de pós-edição de traduções automáticas. Em: Congresso da Academia Trinacional de Ciências, p. 1-10, 2008.
27.	Thiago Paixão ; Ana Beatriz Graciano ; CESAR JUNIOR, R. M. ; HIRATA JR., R.. A Backmapping Approach for Graph-based Object Tracking. Em: SIBGRAPI, 2008.
28.	Marcacini, R. M. ; ROSSI, R. G. ; MOURA, Maria Fernanda ; REZENDE, S. O.. Identificação de Competências por meio de Agrupamentos Hierárquicos. Em: Congresso da Academia Trinacional de Ciências, 2008.
29.	MARCACINI, R. M.; ROSSI, R. G. ; MOURA, M. F. ; REZENDE, S. O. ; SOLANGE OLIVEIRA REZENDE. Identificação de Competências por meio de Taxonomia de Tópicos Hierárquicos. Em: Congresso da Academia Trinacional de Ciências, p. 1-8, 2008.
30.	Margarido, P. ; PARDO, T. A. S. ; ANTONIO, G. ; Fuentes, V. ; AIRES, Rachel ; ALUÍSIO, S. M. ; FORTES, R. P. M.. Automatic Summarization for Text Simplification: Improving Text Comprehension by Functional Illiteracy Readers. Em: Workshop em Tecnologia da Informação e da Linguagem Humana, v. 1, p. 310-315, 2008.
31.	Margarido, P.R.A. ; NUNES, Maria das Graças Volpe ; PARDO, Thiago Alexandre Salgueiro ; OLIVEIRA JUNIOR, Osvado Novaes de. Estabilização de Métricas de Redes Complexas. Em: 27o. Concurso de Trabalhos de Iniciação Científica do XXVIII Congresso da Sociedade Brasileira de Computação, p. 61-70, 2008.
32.	Margarido, P.R.A. ; PARDO, Thiago Alexandre Salgueiro ; ALUÍSIO, Sandra Maria. Sumarização Automática para Simplificação de Textos: Experimentos e Lições Aprendidas. Em: Workshop de Usabilidade, p. 1-6, 2008.
33.	Margarido, P.R.A. ; PARDO, Thiago Alexandre Salgueiro ; Antonio, G. ; Fuentes, V. ; Aires, R. ; ALUÍSIO, Sandra Maria ; FORTES, R. P. M.. Automatic Summarization for Text Simplification: Evaluating Text Understanding by Poor Readers. Em: VI Workshop em Tecnologia da Informação e da Linguagem Humana, p. 310-315, 2008.
34.	MAUA, D. D. ; COZMAN, F. G.. Using social data to predict trust on web communities: A case study with the epinions.com website. Em: Workshop on Information Visualization and Analysis in Social Networks (WIVA), p. 1-10, 2008.
35.	MAUA, D. D. ; COZMAN, F. G.. Managing trust in virtual communities with Markov Logic. Em: Workshop de Teses e Dissertações em Inteligência Artificial, p. 1-10, 2008.
36.	Maziero, E.G. ; PARDO, Thiago Alexandre Salgueiro ; FELLIPO, Ariani Di ; Dias da Silva, B.C.. A Base de Dados Lexical e a Interface Web do TeP 2.0 - Thesaurus Eletrônico para o Português do Brasil. Em: VI Workshop em Tecnologia da Informação e da Linguagem Humana, p. 390-392, 2008.
37.	MOURA, Maria Feranda ; Marcacini, R. M. ; REZENDE, S. O.. Easily Labelling Hierarchical Document Clusters. Em: IV Workshop em Algoritmos e Aplicações de Mineração de Dados(WAAMD 2008) - XXIII Simpósio Brasileiro de Banco de Dados (SBBD 2008), v. 1, p. 37-45, 2008.
38.	MOURA, Maria Fernanda ; NOGUEIRA, B. M. ; CONRADO, Merley ; Santos, F. F. ; REZENDE, S. O.. Making good choices of non-redundant n-gramwords. Em: International Conference on Computer and Information Technology (ICCT 2008), v. 1, p. 64-71, 2008.
39.	NOGUEIRA, B. M. ; MOURA, Maria Fernanda ; CONRADO, Merley ; REZENDE, S. O.. Avaliação de métodos não-supervisionados de seleção de atributos para mineração de Textos. Em: I Workshop on Web and Text Intelligence, v. 1, p. 59-66, 2008.
40.	NOGUEIRA, B. M. ; MOURA, Maria Fernanda ; CONRADO, Merley ; ROSSI, R. G. ; Marcacini, R. M. ; REZENDE, S. O.. Winning Some of the Document Preprocessing Challenges in a Text Mining Process. Em: IV Workshop em Algoritmos e Aplicações de Mineração de Dados(WAAMD 2008) - XXIII Simpósio Brasileiro de Banco de Dados (SBBD 2008), v. 1, p. 10-18, 2008.
41.	NOMA, A. ; PARDO, A. ; CESAR JUNIOR, R. M.. Structural Matching of 2D Electrophoresis Gels using Graph Models. Em: SIBGRAPI, 2008.
42.	Oliveira Jr., Miguel. The Experimental Paradigm: Towards a Nonverbal AGL. Em: 2nd Workshop of the CHLASC Project, 2008.

CVNLP PPI: Residência em TIC 13 - Heterogeneous Computing for Computational Vision and Natural Language Processing - Programas e Projetos Prioritários (PPI) - MCTI, Softex

Trabalhos completos publicados em anais de congressos

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2008

1.	FERREIRA, A. I. ; GRIS, L. R. S. ; ROSA, A. S. ; OLIVEIRA, F. S. ; CASANOVA, EDRESSON ; SOUSA, R. ; CANDIDO JUNIOR, A. ; SOARES, A. S. ; GALVAO FILHO, A. R.. FreeSVC: Towards Zero-shot Multilingual Singing Voice Conversion. Em: IEEE International Conference on Acoustics, 2025.
2.	LEAL, S. E. ; CANDIDO JUNIOR, A. ; MARCACINI, R. M. ; CASANOVA, EDRESSON ; GONCALVES, O. ; SOARES, A. S. ; LIMA, R. F. ; GRIS, L. R. S. ; ALUÍSIO, S. M.. MuPe Life Stories Dataset: Spontaneous Speech in Brazilian Portuguese with a Case Study Evaluation on ASR Bias against Speakers Groups and Topic Modeling. Em: 31st International Conference on Computational Linguistics (COLING 2025), v. 1, p. 1-12, 2025.
3.	SALLES, I. A. ; VARGAS, F. A. ; BENEVENUTO, F.. HateBRXplain: A Benchmark Dataset with Human-Annotated Rationales for Explainable Hate Speech Detection in Brazilian Portuguese. Em: 31st International Conference on Computational Linguistics, p. 6659-6669, 2025.