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ORCID10th BRACIS 2021: Virtual Event - Part II
- André Britto
, Karina Valdivia Delgado:
Intelligent Systems - 10th Brazilian Conference, BRACIS 2021, Virtual Event, November 29 - December 3, 2021, Proceedings, Part II. Lecture Notes in Computer Science 13074, Springer 2021, ISBN 978-3-030-91698-5
Multidisciplinary Artificial and Computational Intelligence and Applications
- Mariana Caravanti de Souza, Bruno M. Nogueira, Rafael Geraldeli Rossi, Ricardo M. Marcacini, Solange O. Rezende:
A Heterogeneous Network-Based Positive and Unlabeled Learning Approach to Detect Fake News. 3-18 - Breno Nunes, Tiago Colliri, Marcelo de S. Lauretto, Weiguang Liu, Liang Zhao:
Anomaly Detection in Brazilian Federal Government Purchase Cards Through Unsupervised Learning Techniques. 19-32 - Joaquim Santos, Henrique D. P. dos Santos, Fábio Tabalipa, Renata Vieira:
De-Identification of Clinical Notes Using Contextualized Language Models and a Token Classifier. 33-41 - Tiago Colliri, Marcia Minakawa, Liang Zhao:
Detecting Early Signs of Insufficiency in COVID-19 Patients from CBC Tests Through a Supervised Learning Approach. 42-57 - Davi Pedrosa de Aguiar, Fabricio Murai:
Encoding Physical Conditioning from Inertial Sensors for Multi-step Heart Rate Estimation. 58-72 - Eduardo Kenji Hasegawa de Freitas, Alex Dias Camargo, Maurício Dorneles Caldeira Balboni, Adriano Velasque Werhli, Karina dos Santos Machado:
Ensemble of Protein Stability upon Point Mutation Predictors. 73-88 - Marcos Vinícius dos Santos Ferreira, Ariel Almeida, João Paulo Canário, Matheus Souza, Tatiane M. Nogueira, Ricardo Araújo Rios:
Ethics of AI: Do the Face Detection Models Act with Prejudice? 89-103 - Nádia 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:
Evaluating Topic Models in Portuguese Political Comments About Bills from Brazil's Chamber of Deputies. 104-120 - Felipe André Zeiser, Cristiano André da Costa, Gabriel de Oliveira Ramos, Henrique Bohn, Ismael Santos, Rodrigo da Rosa Righi:
Evaluation of Convolutional Neural Networks for COVID-19 Classification on Chest X-Rays. 121-132 - Lucas Emanuel Silva e Oliveira, Elisa Terumi Rubel Schneider, Yohan Bonescki Gumiel, Mayara Aparecida Passaura da Luz, Emerson Cabrera Paraiso, Claudia Moro:
Experiments on Portuguese Clinical Question Answering. 133-145 - Josias Oliveira, Filipe Wall Mutz, Avelino Forechi, Pedro Azevedo, Thiago Oliveira-Santos, Alberto F. De Souza, Claudine Badue:
Long-Term Map Maintenance in Complex Environments. 146-161 - Mariana da Silva Barros, Igor de Moura Philippini, Ladson Gomes Silva, Antonio Barros da Silva Netto, Rosana Blawid, Edna Natividade da Silva Barros, Stefan Blawid:
Supervised Training of a Simple Digital Assistant for a Free Crop Clinic. 162-176 - Bernardo Gonçalves, Fábio Gagliardi Cozman:
The Future of AI: Neat or Scruffy? 177-192 - Joao P. A. Dantas, Andre N. Costa, Diego Geraldo, Marcos Ricardo Omena Albuquerque Máximo, Takashi Yoneyama:
Weapon Engagement Zone Maximum Launch Range Estimation Using a Deep Neural Network. 193-207
Neural Networks, Deep Learning and Computer Vision
- Gabriel T. Meyrer, Denis A. de Araujo, Sandro José Rigo:
Code Autocomplete Using Transformers. 211-222 - Leonardo Ferreira da Costa, Lucas S. Fernandes, João P. B. Andrade, Paulo A. L. Rego, José G. R. Maia:
Deep Convolutional Features for Fingerprint Indexing. 223-237 - Sarah Pires Pérez, Fábio Gagliardi Cozman:
How to Generate Synthetic Paintings to Improve Art Style Classification. 238-253 - Itamar 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:
Iris-CV: Classifying Iris Flowers Is Not as Easy as You Thought. 254-264 - Fábio Amaral Godoy da Silveira, Everton Castelão Tetila, Gilberto Astolfi, Anderson Bessa Da Costa, Willian Paraguassu Amorim:
Performance Analysis of YOLOv3 for Real-Time Detection of Pests in Soybeans. 265-279 - Marco Aurélio Granero, Cristhian Xavier Hernández, Marcos Eduardo Valle:
Quaternion-Valued Convolutional Neural Network Applied for Acute Lymphoblastic Leukemia Diagnosis. 280-293 - Gustavo A. Bisinotto, Lucas P. Cotrim, Fábio Gagliardi Cozman, Eduardo Aoun Tannuri:
Sea State Estimation with Neural Networks Based on the Motion of a Moored FPSO Subjected to Campos Basin Metocean Conditions. 294-308 - Pedro R. Pires, Amanda C. Pascon, Tiago A. Almeida:
Time-Dependent Item Embeddings for Collaborative Filtering. 309-324 - Alexandre Felipe Muller de Souza, Mariane R. Sponchiado Cassenote, Fabiano Silva:
Transfer Learning of Shapelets for Time Series Classification Using Convolutional Neural Network. 325-339
Text Mining and Natural Language Processing
- José Meléndez Barros, Glauber De Bona:
A Deep Learning Approach for Aspect Sentiment Triplet Extraction in Portuguese. 343-358 - Errol Mamani-Condori, José Ochoa Luna:
Aggressive Language Detection Using VGCN-BERT for Spanish Texts. 359-373 - Miguel de Oliveira, Tiago de Melo:
An Empirical Study of Text Features for Identifying Subjective Sentences in Portuguese. 374-388 - José E. Andrade Junior, Jonathan Cardoso-Silva, Leonardo C. T. Bezerra:
Comparing Contextual Embeddings for Semantic Textual Similarity in Portuguese. 389-404 - José Reinaldo C. S. A. V. S. Neto, Thiago de Paulo Faleiros:
Deep Active-Self Learning Applied to Named Entity Recognition. 405-418 - Flávio Nakasato Cação, Marcos Menon José, André Seidel Oliveira, Stefano Spindola, Anna Helena Reali Costa, Fábio Gagliardi Cozman:
DEEPAGÉ: Answering Questions in Portuguese About the Brazilian Environment. 419-433 - Bernardo Scapini Consoli, Renata Vieira:
Enriching Portuguese Word Embeddings with Visual Information. 434-448 - Daniel De Los Reyes, Douglas Trajano, Isabel Harb Manssour, Renata Vieira, Rafael H. Bordini:
Entity Relation Extraction from News Articles in Portuguese for Competitive Intelligence Based on BERT. 449-464 - Cassio T. Batista, Nelson Neto:
Experiments on Kaldi-Based Forced Phonetic Alignment for Brazilian Portuguese. 465-479 - Beatriz Lima, Tatiane Nogueira:
Incorporating Text Specificity into a Convolutional Neural Network for the Classification of Review Perceived Helpfulness. 480-495 - Anderson da Silva Brito Sacramento, Marlo Souza:
Joint Event Extraction with Contextualized Word Embeddings for the Portuguese Language. 496-510 - Marcelo Archanjo José, Fábio Gagliardi Cozman:
mRAT-SQL+GAP: A Portuguese Text-to-SQL Transformer. 511-525 - Fernando Silva, Alcides M. e Silva, Bianca M. Lopes, Karina M. Johansson, Fernanda M. Assi, Júlia T. C. de Jesus, Reynold Navarro Mazo, Daniel Lucrédio, Helena de Medeiros Caseli, Livy Real:
Named Entity Recognition for Brazilian Portuguese Product Titles. 526-541 - Tiago Barbosa de Lima, André C. A. Nascimento, George Valença, Péricles B. C. Miranda, Rafael Ferreira Mello, Tapas Si:
Portuguese Neural Text Simplification Using Machine Translation. 542-556 - Roberto Aragy, Eraldo Rezende Fernandes, Edson Norberto Cáceres:
Rhetorical Role Identification for Portuguese Legal Documents. 557-571 - Edresson Casanova, Arnaldo Cândido Júnior, Christopher Shulby, Frederico Santos de Oliveira, Lucas Rafael Stefanel Gris, Hamilton Pereira da Silva, Sandra Maria Aluísio, Moacir Antonelli Ponti:
Speech2Phone: A Novel and Efficient Method for Training Speaker Recognition Models. 572-585 - André Aguiar, Francisca Raquel de Vasconcelos Silveira, Vládia Pinheiro, Vasco Furtado, João Araújo Neto:
Text Classification in Legal Documents Extracted from Lawsuits in Brazilian Courts. 586-600 - Lucelene Lopes, Magali Sanches Duran, Thiago A. S. Pardo:
Universal Dependencies-Based PoS Tagging Refinement Through Linguistic Resources. 601-615 - Pedro Ivo Monteiro Privatto, Ivan Rizzo Guilherme:
When External Knowledge Does Not Aggregate in Named Entity Recognition. 616-627
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