Abstract is missing.
- A Heterogeneous Network-Based Positive and Unlabeled Learning Approach to Detect Fake NewsMariana C. de Souza, Bruno M. Nogueira, Rafael Geraldeli Rossi, Ricardo M. Marcacini, Solange O. Rezende. 3-18 [doi]
- Anomaly Detection in Brazilian Federal Government Purchase Cards Through Unsupervised Learning TechniquesBreno Nunes, Tiago Colliri, Marcelo Lauretto, Weiguang Liu, Liang Zhao 0001. 19-32 [doi]
- De-Identification of Clinical Notes Using Contextualized Language Models and a Token ClassifierJoaquim Santos, Henrique D. P. dos Santos, Fábio Tabalipa, Renata Vieira. 33-41 [doi]
- Detecting Early Signs of Insufficiency in COVID-19 Patients from CBC Tests Through a Supervised Learning ApproachTiago Colliri, Marcia Minakawa, Liang Zhao 0001. 42-57 [doi]
- Encoding Physical Conditioning from Inertial Sensors for Multi-step Heart Rate EstimationDavi Pedrosa de Aguiar, Fabricio Murai. 58-72 [doi]
- Ensemble of Protein Stability upon Point Mutation PredictorsEduardo Kenji Hasegawa de Freitas, Alex Dias Camargo, Maurício Balboni, Adriano Velasque Werhli, Karina dos Santos Machado. 73-88 [doi]
- Ethics of AI: Do the Face Detection Models Act with Prejudice?Marcos Vinicius Ferreira, Ariel Almeida, João Paulo Canário, Matheus Souza, Tatiane M. Nogueira, Ricardo A. Rios. 89-103 [doi]
- Evaluating Topic Models in Portuguese Political Comments About Bills from Brazil's Chamber of DeputiesNádia Félix F. da Silva, Marília Costa R. Silva, Fabíola S. F. Pereira, João Pedro M. Tarrega, João Vitor P. Beinotti, Márcio Fonseca, Francisco Edmundo de Andrade, André C. P. L. F. de Carvalho. 104-120 [doi]
- Evaluation of Convolutional Neural Networks for COVID-19 Classification on Chest X-RaysFelipe André Zeiser, Cristiano André da Costa, Gabriel de Oliveira Ramos, Henrique Bohn, Ismael Santos 0002, Rodrigo Da Rosa Righi. 121-132 [doi]
- Experiments on Portuguese Clinical Question AnsweringLucas Emanuel Silva e Oliveira, Elisa Terumi Rubel Schneider, Yohan Bonescki Gumiel, Mayara Aparecida Passaura da Luz, Emerson Cabrera Paraiso, Claudia Moro 0001. 133-145 [doi]
- Long-Term Map Maintenance in Complex EnvironmentsJosias Oliveira, Filipe Wall Mutz, Avelino Forechi, Pedro Azevedo, Thiago Oliveira-Santos, Alberto F. De Souza, Claudine Badue. 146-161 [doi]
- Supervised Training of a Simple Digital Assistant for a Free Crop ClinicMariana da Silva Barros, Igor de Moura Philippini, Ladson Gomes Silva, Antonio Barros da Silva Netto, Rosana Blawid, Edna Natividade da Silva Barros, Stefan Blawid. 162-176 [doi]
- The Future of AI: Neat or Scruffy?Bernardo Gonçalves, Fábio Gagliardi Cozman. 177-192 [doi]
- Weapon Engagement Zone Maximum Launch Range Estimation Using a Deep Neural NetworkJoao P. A. Dantas, Andre N. Costa, Diego Geraldo, Marcos Ricardo Omena Albuquerque Máximo, Takashi Yoneyama. 193-207 [doi]
- Code Autocomplete Using TransformersGabriel T. Meyrer, Denis A. de Araujo, Sandro José Rigo. 211-222 [doi]
- Deep Convolutional Features for Fingerprint IndexingLeonardo Ferreira da Costa, Lucas S. Fernandes, João P. B. Andrade, Paulo A. L. Rego, José G. R. Maia. 223-237 [doi]
- How to Generate Synthetic Paintings to Improve Art Style ClassificationSarah Pires Pérez, Fábio Gagliardi Cozman. 238-253 [doi]
- Iris-CV: Classifying Iris Flowers Is Not as Easy as You ThoughtItamar Rocha Filho, João Pedro Vasconcelos Teixeira, João Wallace Lucena Lins, Felipe Honorato de Sousa, Ana Clara Chaves Sousa, Manuel Ferreira Junior, Thaís Ramos, Cecília Silva, Thaís Gaudencio do Rêgo, Yuri de Almeida Malheiros, Telmo de Menezes e Silva Filho. 254-264 [doi]
- Performance Analysis of YOLOv3 for Real-Time Detection of Pests in SoybeansFábio Amaral Godoy da Silveira, Everton Castelão Tetila, Gilberto Astolfi, Anderson Bessa Da Costa, Willian Paraguassu Amorim. 265-279 [doi]
- Quaternion-Valued Convolutional Neural Network Applied for Acute Lymphoblastic Leukemia DiagnosisMarco Aurélio Granero, Cristhian Xavier Hernández, Marcos Eduardo Valle. 280-293 [doi]
- Sea State Estimation with Neural Networks Based on the Motion of a Moored FPSO Subjected to Campos Basin Metocean ConditionsGustavo A. Bisinotto, Lucas P. Cotrim, Fábio Gagliardi Cozman, Eduardo Aoun Tannuri. 294-308 [doi]
- Time-Dependent Item Embeddings for Collaborative FilteringPedro R. Pires, Amanda C. Pascon, Tiago A. Almeida. 309-324 [doi]
- Transfer Learning of Shapelets for Time Series Classification Using Convolutional Neural NetworkAlexandre Felipe Muller de Souza, Mariane R. Sponchiado Cassenote, Fabiano Silva. 325-339 [doi]
- A Deep Learning Approach for Aspect Sentiment Triplet Extraction in PortugueseJosé Meléndez Barros, Glauber De Bona. 343-358 [doi]
- Aggressive Language Detection Using VGCN-BERT for Spanish TextsErrol Mamani-Condori, José Ochoa Luna. 359-373 [doi]
- An Empirical Study of Text Features for Identifying Subjective Sentences in PortugueseMiguel de Oliveira, Tiago de Melo. 374-388 [doi]
- Comparing Contextual Embeddings for Semantic Textual Similarity in PortugueseJosé E. Andrade Junior, Jonathan Cardoso-Silva, Leonardo C. T. Bezerra. 389-404 [doi]
- Deep Active-Self Learning Applied to Named Entity RecognitionJosé Reinaldo C. S. A. V. S. Neto, Thiago de Paulo Faleiros. 405-418 [doi]
- DEEPAGÉ: Answering Questions in Portuguese About the Brazilian EnvironmentFlávio Nakasato Cação, Marcos Menon José, André Seidel Oliveira, Stefano Spindola, Anna Helena Reali Costa, Fábio Gagliardi Cozman. 419-433 [doi]
- Enriching Portuguese Word Embeddings with Visual InformationBernardo Scapini Consoli, Renata Vieira. 434-448 [doi]
- Entity Relation Extraction from News Articles in Portuguese for Competitive Intelligence Based on BERTDaniel Reyes, Douglas Trajano, Isabel Harb Manssour, Renata Vieira, Rafael H. Bordini. 449-464 [doi]
- Experiments on Kaldi-Based Forced Phonetic Alignment for Brazilian PortugueseCassio T. Batista, Nelson Neto 0001. 465-479 [doi]
- Incorporating Text Specificity into a Convolutional Neural Network for the Classification of Review Perceived HelpfulnessBeatriz Lima, Tatiane Nogueira 0001. 480-495 [doi]
- Joint Event Extraction with Contextualized Word Embeddings for the Portuguese LanguageAnderson da Silva Brito Sacramento, Marlo Souza. 496-510 [doi]
- mRAT-SQL+GAP: A Portuguese Text-to-SQL TransformerMarcelo Archanjo José, Fábio Gagliardi Cozman. 511-525 [doi]
- Named Entity Recognition for Brazilian Portuguese Product TitlesFernando Silva 0001, Alcides M. e Silva, Bianca M. Lopes, Karina M. Johansson, Fernanda M. Assi, Júlia T. C. de Jesus, Reynold N. Mazo, Daniel Lucrédio, Helena de Medeiros Caseli, Livy Real. 526-541 [doi]
- Portuguese Neural Text Simplification Using Machine TranslationTiago B. de Lima, André C. A. Nascimento, George Valença, Péricles B. C. de Miranda, Rafael Ferreira Mello, Tapas Si. 542-556 [doi]
- Rhetorical Role Identification for Portuguese Legal DocumentsRoberto Aragy, Eraldo Rezende Fernandes, Edson Norberto Cáceres. 557-571 [doi]
- Speech2Phone: A Novel and Efficient Method for Training Speaker Recognition ModelsEdresson Casanova, Arnaldo Cândido Júnior, Christopher Shulby, Frederico Santos de Oliveira, Lucas Rafael Stefanel Gris, Hamilton Pereira da Silva, Sandra Maria Aluísio, Moacir Antonelli Ponti. 572-585 [doi]
- Text Classification in Legal Documents Extracted from Lawsuits in Brazilian CourtsAndré Aguiar, Francisca Raquel de Vasconcelos Silveira, Vládia Pinheiro, Vasco Furtado, João Araújo Neto. 586-600 [doi]
- Universal Dependencies-Based PoS Tagging Refinement Through Linguistic ResourcesLucelene Lopes, Magali Sanches Duran, Thiago A. S. Pardo. 601-615 [doi]
- When External Knowledge Does Not Aggregate in Named Entity RecognitionPedro Ivo Monteiro Privatto, Ivan Rizzo Guilherme. 616-627 [doi]