Table of Contents

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