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ORCID9th BRACIS 2020: Rio Grande, Brazil - Part I
- Ricardo Cerri
, Ronaldo C. Prati:
Intelligent Systems - 9th Brazilian Conference, BRACIS 2020, Rio Grande, Brazil, October 20-23, 2020, Proceedings, Part I. Lecture Notes in Computer Science 12319, Springer 2020, ISBN 978-3-030-61376-1
Evolutionary Computation, Metaheuristics, Constrains and Search, Combinatorial and Numerical Optimization
- André Manhães Machado, Maria Cláudia Silva Boeres, Rodrigo de Alvarenga Rosa, Geraldo Regis Mauri:
A New Hybridization of Evolutionary Algorithms, GRASP and Set-Partitioning Formulation for the Capacitated Vehicle Routing Problem. 3-17 - Henry E. L. Cagnini, Alex Alves Freitas, Rodrigo C. Barros:
An Evolutionary Algorithm for Learning Interpretable Ensembles of Classifiers. 18-33 - Renan Motta Goulart, Saulo Moraes Villela, Carlos Cristiano Hasenclever Borges, Raul Fonseca Neto:
An Evolutionary Analytic Center Classifier. 34-48 - Thiago Fialho de Queiroz Lafetá, Gina Maira Barbosa de Oliveira:
Applying Dynamic Evolutionary Optimization to the Multiobjective Knapsack Problem. 49-63 - Luciano D. S. Pacífico, Teresa Bernarda Ludermir:
Backtracking Group Search Optimization: A Hybrid Approach for Automatic Data Clustering. 64-78 - Gabriel Fontes da Silva, Leila Silva, André Britto:
Dynamic Software Project Scheduling Problem with PSO and Dynamic Strategies Based on Memory. 79-94 - Victor Oliveira Costa, Felipe Martins Müller:
Evaluation of Metaheuristics in the Optimization of Laguerre-Volterra Networks for Nonlinear Dynamic System Identification. 95-109 - Cristiano Galafassi, Fabiane F. P. Galafassi, Eliseo Berni Reategui, Rosa Maria Vicari:
EvoLogic: Intelligent Tutoring System to Teach Logic. 110-121 - Jonathan H. A. de Carvalho, Luciano S. de Souza, Fernando M. de Paula Neto, Tiago A. E. Ferreira:
Impacts of Multiple Solutions on the Lackadaisical Quantum Walk Search Algorithm. 122-135 - Bianca N. K. Senzaki, Sandra M. Venske, Carolina P. de Almeida:
Multi-objective Quadratic Assignment Problem: An Approach Using a Hyper-Heuristic Based on the Choice Function. 136-150 - Leonardo Ramos Emmendorfer:
On Improving the Efficiency of Majorization-Minorization for the Inference of Rank Aggregation Models. 151-165 - Victor Oliveira Costa, Felipe Martins Müller:
On the Multiple Possible Adaptive Mechanisms of the Continuous Ant Colony Optimization. 166-178 - Artur Leandro da Costa Oliveira, André Britto:
A Differential Evolution Algorithm for Contrast Optimization. 179-194
Neural Networks, Deep Learning and Computer Vision
- Eduardo Henrique Pais Pooch, Thatiane Alves Pianoschi Alva, Carla Diniz Lopes Becker:
A Deep Learning Approach for Pulmonary Lesion Identification in Chest Radiographs. 197-211 - Cristiano Rafael Steffens, Lucas Ricardo Vieira Messias, Paulo Lilles Jorge Drews Junior, Silvia Silva da Costa Botelho:
A Pipelined Approach to Deal with Image Distortion in Computer Vision. 212-225 - Lucas S. Fernandes, Francisco H. S. Silva, Elene F. Ohata, Aldísio Gonçalves Medeiros, Aloisio Vieira Lira Neto, Yuri Lenon Barbosa Nogueira, Paulo A. L. Rego, Pedro Pedrosa Rebouças Filho:
A Robust Automatic License Plate Recognition System for Embedded Devices. 226-239 - Iago R. R. Silva, Gibson B. N. Barbosa, Carolina C. D. Ledebour, Assis T. Oliveira Filho, Judith Kelner, Djamel Sadok, Silvia Lins, Ricardo S. Souza:
Assessing Deep Learning Models for Human-Robot Collaboration Collision Detection in Industrial Environments. 240-255 - Ramásio Ferreira de Melo, Gustavo Lameirão de Lima, Guilherme Ribeiro Corrêa, Bruno Zatt, Marilton Sanchotene de Aguiar, Gilmar Ribeiro Nachtigall, Ricardo Matsumura de Araújo:
Diagnosis of Apple Fruit Diseases in the Wild with Mask R-CNN. 256-270 - Geovani L. Martins, Daniel S. Ferreira, Fátima N. S. de Medeiros, Geraldo L. B. Ramalho:
Ensemble of Algorithms for Multifocal Cervical Cell Image Segmentation. 271-286 - Jones José da Silva Júnior, Anderson da Silva Soares:
Improving Face Recognition Accuracy for Brazilian Faces in a Criminal Investigation Department. 287-301 - Matheus Nunes, Gisele L. Pappa:
Neural Architecture Search in Graph Neural Networks. 302-317 - Henrique Leal Tavares, João Baptista Cardia Neto, João Paulo Papa, Danilo Colombo, Aparecido Nilceu Marana:
People Identification Based on Soft Biometrics Features Obtained from 2D Poses. 318-332 - Elias P. Medeiros, Daniel S. Ferreira, Geraldo L. B. Ramalho:
Texture Analysis Based on Structural Co-occurrence Matrix Improves the Colorectal Tissue Characterization. 333-347 - Claudio Dornelles Mello Jr., Lucas Ricardo Vieira Messias, Paulo Lilles Jorge Drews Junior, Silvia S. C. Botelho:
Unsupervised Learning Method for Encoder-Decoder-Based Image Restoration. 348-360 - Eduardo Henrique Pais Pooch, Thatiane Alves Pianoschi Alva, Carla Diniz Lopes Becker:
A Computational Tool for Automated Detection of Genetic Syndrome Using Facial Images. 361-370 - Matheus Prado Prandini Faria, Rita Maria da Silva Julia, Lidia Bononi Paiva Tomaz:
Improving FIFA Player Agents Decision-Making Architectures Based on Convolutional Neural Networks Through Evolutionary Techniques. 371-386
Text Mining and Natural Language Processing
- Bianca da Rocha Bartolomei, Isabela Neves Drummond:
Authorship Attribution of Brazilian Literary Texts Through Machine Learning Techniques. 389-402 - Fábio Souza, Rodrigo Frassetto Nogueira, Roberto de Alencar Lotufo:
BERTimbau: Pretrained BERT Models for Brazilian Portuguese. 403-417 - Johannes V. Lochter, Renato Moraes Silva, Tiago A. Almeida:
Deep Learning Models for Representing Out-of-Vocabulary Words. 418-434 - Taynan Maier Ferreira, Anna Helena Reali Costa:
DeepBT and NLP Data Augmentation Techniques: A New Proposal and a Comprehensive Study. 435-449 - Antonio M. S. Almeida Neto, Helena de Medeiros Caseli, Tiago A. Almeida:
Dense Captioning Using Abstract Meaning Representation. 450-465 - Kenzo Miranda Sakiyama, Lucas de Souza Rodrigues, Edson Takashi Matsubara:
Can Twitter Data Estimate Reality Show Outcomes? 466-482 - Ruan Chaves Rodrigues, Acquila Santos Rocha, Marcelo Akira Inuzuka, Hugo Alexandre Dantas do Nascimento:
Domain Adaptation of Transformers for English Word Segmentation. 483-496 - Rafael Bezerra de Menezes Rodrigues, Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler:
Entropy-Based Filter Selection in CNNs Applied to Text Classification. 497-510 - Francielle Alves Vargas, Rodolfo Sanches Saraiva Dos Santos, Pedro Regattieri Rocha:
Identifying Fine-Grained Opinion and Classifying Polarity on Coronavirus Pandemic. 511-520 - Thiago Raulino Dal Pont, Isabela Cristina Sabo, Jomi Fred Hübner, Aires José Rover:
Impact of Text Specificity and Size on Word Embeddings Performance: An Empirical Evaluation in Brazilian Legal Domain. 521-535 - Vinícios Faustino de Carvalho, Bianca Giacon, Carlos Nascimento, Bruno Magalhães Nogueira:
Machine Learning for Suicidal Ideation Identification on Twitter for the Portuguese Language. 536-550 - Hugo Queiroz Abonizio, Sylvio Barbon Junior:
Pre-trained Data Augmentation for Text Classification. 551-565 - Arthur D. Reys, Danilo Silva, Daniel Severo, Saulo D. S. Pedro, Marcia M. de Souza e Sá, Guilherme A. C. Salgado:
Predicting Multiple ICD-10 Codes from Brazilian-Portuguese Clinical Notes. 566-580 - Jackson José de Souza, Marcelo Finger:
Robust Ranking of Brazilian Supreme Court Decisions. 581-594 - Pedro Gengo, Filipe Alves Neto Verri:
Semi-Supervised Sentiment Analysis of Portuguese Tweets with Random Walk in Feature Sample Networks. 595-605 - Adriano Capanema Silva, Luiz Cláudio Gomes Maia:
The Use of Machine Learning in the Classification of Electronic Lawsuits: An Application in the Court of Justice of Minas Gerais. 606-620 - Ana Larissa Dias, Cassio T. Batista, Daniel Santana, Nelson C. Sampaio Neto:
Towards a Free, Forced Phonetic Aligner for Brazilian Portuguese Using Kaldi Tools. 621-635 - Matheus Camasmie Pavan, Wesley Ramos dos Santos, Ivandré Paraboni:
Twitter Moral Stance Classification Using Long Short-Term Memory Networks. 636-647 - Luiz Henrique Bonifacio, Paulo Arantes Vilela, Gustavo Rocha Lobato, Eraldo Rezende Fernandes:
A Study on the Impact of Intradomain Finetuning of Deep Language Models for Legal Named Entity Recognition in Portuguese. 648-662
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