Intelligent Systems: 9th Brazilian Conference, BRACIS 2020, Rio Grande, Brazil, October 20–23, 2020, Proceedings, Part I

Front Matter ....Pages i-xxiii
Front Matter ....Pages 1-1
 A New Hybridization of Evolutionary Algorithms, GRASP and Set-Partitioning Formulation for the Capacitated Vehicle Routing Problem  (André Manhães Machado, Maria Claudia Silva Boeres, Rodrigo de Alvarenga Rosa, Geraldo Regis Mauri)....Pages 3-17
 An Evolutionary Algorithm for Learning Interpretable Ensembles of Classifiers  (Henry E. L. Cagnini, Alex A. Freitas, Rodrigo C. Barros)....Pages 18-33
 An Evolutionary Analytic Center Classifier  (Renan Motta Goulart, Saulo Moraes Villela, Carlos Cristiano Hasenclever Borges, Raul Fonseca Neto)....Pages 34-48
 Applying Dynamic Evolutionary Optimization to the Multiobjective Knapsack Problem  (Thiago Fialho de Queiroz Lafetá, Gina Maira Barbosa de Oliveira)....Pages 49-63
 Backtracking Group Search Optimization: A Hybrid Approach for Automatic Data Clustering  (Luciano Pacifico, Teresa Ludermir)....Pages 64-78
 Dynamic Software Project Scheduling Problem with PSO and Dynamic Strategies Based on Memory  (Gabriel Fontes da Silva, Leila Silva, André Britto)....Pages 79-94
 Evaluation of Metaheuristics in the Optimization of Laguerre-Volterra Networks for Nonlinear Dynamic System Identification  (Victor O. Costa, Felipe M. Müller)....Pages 95-109
 EvoLogic: Intelligent Tutoring System to Teach Logic  (Cristiano Galafassi, Fabiane F. P. Galafassi, Eliseo B. Reategui, Rosa M. Vicari)....Pages 110-121
 Impacts of Multiple Solutions on the Lackadaisical Quantum Walk Search Algorithm  (Jonathan H. A. de Carvalho, Luciano S. de Souza, Fernando M. de Paula Neto, Tiago A. E. Ferreira)....Pages 122-135
 Multi-objective Quadratic Assignment Problem: An Approach Using a Hyper-Heuristic Based on the Choice Function  (Bianca N. K. Senzaki, Sandra M. Venske, Carolina P. Almeida)....Pages 136-150
 On Improving the Efficiency of Majorization-Minorization for the Inference of Rank Aggregation Models  (Leonardo Ramos Emmendorfer)....Pages 151-165
 On the Multiple Possible Adaptive Mechanisms of the Continuous Ant Colony Optimization  (Victor O. Costa, Felipe M. Müller)....Pages 166-178
 A Differential Evolution Algorithm for Contrast Optimization  (Artur Leandro da Costa Oliveira, André Britto)....Pages 179-194
Front Matter ....Pages 195-195
 A Deep Learning Approach for Pulmonary Lesion Identification in Chest Radiographs  (Eduardo Henrique Pais Pooch, Thatiane Alves Pianoschi Alva, Carla Diniz Lopes Becker)....Pages 197-211
 A Pipelined Approach to Deal with Image Distortion in Computer Vision  (Cristiano Rafael Steffens, Lucas Ricardo Vieira Messias, Paulo Lilles Jorge Drews-Jr, Silvia Silva da Costa Botelho)....Pages 212-225
 A Robust Automatic License Plate Recognition System for Embedded Devices  (Lucas S. Fernandes, Francisco H. S. Silva, Elene F. Ohata, Aldísio Medeiros, Aloísio V. Lira Neto, Yuri L. B. Nogueira et al.)....Pages 226-239
 Assessing Deep Learning Models for Human-Robot Collaboration Collision Detection in Industrial Environments  (Iago R. R. Silva, Gibson B. N. Barbosa, Carolina C. D. Ledebour, Assis T. Oliveira Filho, Judith Kelner, Djamel Sadok et al.)....Pages 240-255
 Diagnosis of Apple Fruit Diseases in the Wild with Mask R-CNN  (Ramásio Ferreira de Melo, Gustavo Lameirão de Lima, Guilherme Ribeiro Corrêa, Bruno Zatt, Marilton Sanchotene de Aguiar, Gilmar Ribeiro Nachtigall et al.)....Pages 256-270
 Ensemble of Algorithms for Multifocal Cervical Cell Image Segmentation  (Geovani L. Martins, Daniel S. Ferreira, Fátima N. S. Medeiros, Geraldo L. B. Ramalho)....Pages 271-286
 Improving Face Recognition Accuracy for Brazilian Faces in a Criminal Investigation Department  (Jones José da Silva Júnior, Anderson Silva Soares)....Pages 287-301
 Neural Architecture Search in Graph Neural Networks  (Matheus Nunes, Gisele L. Pappa)....Pages 302-317
 People Identification Based on Soft Biometrics Features Obtained from 2D Poses  (Henrique Leal Tavares, João Baptista Cardia Neto, João Paulo Papa, Danilo Colombo, Aparecido Nilceu Marana)....Pages 318-332
 Texture Analysis Based on Structural Co-occurrence Matrix Improves the Colorectal Tissue Characterization  (Elias P. Medeiros, Daniel S. Ferreira, Geraldo L. B. Ramalho)....Pages 333-347
 Unsupervised Learning Method for Encoder-Decoder-Based Image Restoration  (Claudio D. Mello Jr, Lucas R. V. Messias, Paulo Lilles Jorge Drews-Jr, Silvia S. C. Botelho)....Pages 348-360
 A Computational Tool for Automated Detection of Genetic Syndrome Using Facial Images  (Eduardo Henrique Pais Pooch, Thatiane Alves Pianoschi Alva, Carla Diniz Lopes Becker)....Pages 361-370
 Improving FIFA Player Agents Decision-Making Architectures Based on Convolutional Neural Networks Through Evolutionary Techniques  (Matheus Prado Prandini Faria, Rita Maria Silva Julia, Lídia Bononi Paiva Tomaz)....Pages 371-386
Front Matter ....Pages 387-387
 Authorship Attribution of Brazilian Literary Texts Through Machine Learning Techniques  (Bianca da Rocha Bartolomei, Isabela Neves Drummond)....Pages 389-402
 BERTimbau: Pretrained BERT Models for Brazilian Portuguese  (Fábio Souza, Rodrigo Nogueira, Roberto Lotufo)....Pages 403-417
 Deep Learning Models for Representing Out-of-Vocabulary Words  (Johannes V. Lochter, Renato M. Silva, Tiago A. Almeida)....Pages 418-434
 DeepBT and NLP Data Augmentation Techniques: A New Proposal and a Comprehensive Study  (Taynan Maier Ferreira, Anna Helena Reali Costa)....Pages 435-449
 Dense Captioning Using Abstract Meaning Representation  (Antonio M. S. Almeida Neto, Helena M. Caseli, Tiago A. Almeida)....Pages 450-465
 Can Twitter Data Estimate Reality Show Outcomes?  (Kenzo Sakiyama, Lucas de Souza Rodrigues, Edson Takashi Matsubara)....Pages 466-482
 Domain Adaptation of Transformers for English Word Segmentation  (Ruan Chaves Rodrigues, Acquila Santos Rocha, Marcelo Akira Inuzuka, Hugo Alexandre Dantas do Nascimento)....Pages 483-496
 Entropy-Based Filter Selection in CNNs Applied to Text Classification  (Rafael Bezerra de Menezes Rodrigues, Wilson Estécio Marcílio Júnior, Danilo Medeiros Eler)....Pages 497-510
 Identifying Fine-Grained Opinion and Classifying Polarity on Coronavirus Pandemic  (Francielle Alves Vargas, Rodolfo Sanches Saraiva Dos Santos, Pedro Regattieri Rocha)....Pages 511-520
 Impact of Text Specificity and Size on Word Embeddings Performance: An Empirical Evaluation in Brazilian Legal Domain  (Thiago Raulino Dal Pont, Isabela Cristina Sabo, Jomi Fred Hübner, Aires José Rover)....Pages 521-535
 Machine Learning for Suicidal Ideation Identification on Twitter for the Portuguese Language  (Viní­cios Faustino de Carvalho, Bianca Giacon, Carlos Nascimento, Bruno Magalhães Nogueira)....Pages 536-550
 Pre-trained Data Augmentation for Text Classification  (Hugo Queiroz Abonizio, Sylvio Barbon Junior)....Pages 551-565
 Predicting Multiple ICD-10 Codes from Brazilian-Portuguese Clinical Notes  (Arthur D. Reys, Danilo Silva, Daniel Severo, Saulo Pedro, Marcia M. de Sousa e Sá, Guilherme A. C. Salgado)....Pages 566-580
 Robust Ranking of Brazilian Supreme Court Decisions  (Jackson José de Souza, Marcelo Finger)....Pages 581-594
 Semi-Supervised Sentiment Analysis of Portuguese Tweets with Random Walk in Feature Sample Networks  (Pedro Gengo, Filipe A. N. Verri)....Pages 595-605
 The Use of Machine Learning in the Classification of Electronic Lawsuits: An Application in the Court of Justice of Minas Gerais  (Adriano Capanema Silva, Luiz Cláudio Gomes Maia)....Pages 606-620
 Towards a Free, Forced Phonetic Aligner for Brazilian Portuguese Using Kaldi Tools  (Ana Larissa Dias, Cassio Batista, Daniel Santana, Nelson Neto)....Pages 621-635
 Twitter Moral Stance Classification Using Long Short-Term Memory Networks  (Matheus Camasmie Pavan, Wesley Ramos dos Santos, Ivandré Paraboni)....Pages 636-647
 A Study on the Impact of Intradomain Finetuning of Deep Language Models for Legal Named Entity Recognition in Portuguese  (Luiz Henrique Bonifacio, Paulo Arantes Vilela, Gustavo Rocha Lobato, Eraldo Rezende Fernandes)....Pages 648-662
 Correction to: Semi-Supervised Sentiment Analysis of Portuguese Tweets with Random Walk in Feature Sample Networks  (Pedro Gengo, Filipe A. N. Verri)....Pages C1-C1
Back Matter ....Pages 663-666