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Intelligent Systems

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

  • Ricardo Cerri
  • Ronaldo C. Prati
Conference proceedings BRACIS 2020

Part of the Lecture Notes in Computer Science book series (LNCS, volume 12319)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 12319)

Table of contents

  1. Front Matter
    Pages i-xxiii
  2. Evolutionary Computation, Metaheuristics, Constrains and Search, Combinatorial and Numerical Optimization

    1. Front Matter
      Pages 1-1
    2. André Manhães Machado, Maria Claudia Silva Boeres, Rodrigo de Alvarenga Rosa, Geraldo Regis Mauri
      Pages 3-17
    3. Henry E. L. Cagnini, Alex A. Freitas, Rodrigo C. Barros
      Pages 18-33
    4. Renan Motta Goulart, Saulo Moraes Villela, Carlos Cristiano Hasenclever Borges, Raul Fonseca Neto
      Pages 34-48
    5. Thiago Fialho de Queiroz Lafetá, Gina Maira Barbosa de Oliveira
      Pages 49-63
    6. Gabriel Fontes da Silva, Leila Silva, André Britto
      Pages 79-94
    7. Cristiano Galafassi, Fabiane F. P. Galafassi, Eliseo B. Reategui, Rosa M. Vicari
      Pages 110-121
    8. Jonathan H. A. de Carvalho, Luciano S. de Souza, Fernando M. de Paula Neto, Tiago A. E. Ferreira
      Pages 122-135
    9. Bianca N. K. Senzaki, Sandra M. Venske, Carolina P. Almeida
      Pages 136-150
    10. Artur Leandro da Costa Oliveira, André Britto
      Pages 179-194
  3. Neural Networks, Deep Learning and Computer Vision

    1. Front Matter
      Pages 195-195
    2. Eduardo Henrique Pais Pooch, Thatiane Alves Pianoschi Alva, Carla Diniz Lopes Becker
      Pages 197-211
    3. Cristiano Rafael Steffens, Lucas Ricardo Vieira Messias, Paulo Lilles Jorge Drews-Jr, Silvia Silva da Costa Botelho
      Pages 212-225
    4. 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
    5. 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
    6. 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
    7. Geovani L. Martins, Daniel S. Ferreira, Fátima N. S. Medeiros, Geraldo L. B. Ramalho
      Pages 271-286
    8. Jones José da Silva Júnior, Anderson Silva Soares
      Pages 287-301
    9. Matheus Nunes, Gisele L. Pappa
      Pages 302-317
    10. Henrique Leal Tavares, João Baptista Cardia Neto, João Paulo Papa, Danilo Colombo, Aparecido Nilceu Marana
      Pages 318-332
    11. Elias P. Medeiros, Daniel S. Ferreira, Geraldo L. B. Ramalho
      Pages 333-347
    12. Claudio D. Mello Jr, Lucas R. V. Messias, Paulo Lilles Jorge Drews-Jr, Silvia S. C. Botelho
      Pages 348-360
    13. Eduardo Henrique Pais Pooch, Thatiane Alves Pianoschi Alva, Carla Diniz Lopes Becker
      Pages 361-370
    14. Matheus Prado Prandini Faria, Rita Maria Silva Julia, Lídia Bononi Paiva Tomaz
      Pages 371-386
  4. Text Mining and Natural Language Processing

    1. Front Matter
      Pages 387-387
    2. Bianca da Rocha Bartolomei, Isabela Neves Drummond
      Pages 389-402
    3. Fábio Souza, Rodrigo Nogueira, Roberto Lotufo
      Pages 403-417
    4. Johannes V. Lochter, Renato M. Silva, Tiago A. Almeida
      Pages 418-434
    5. Taynan Maier Ferreira, Anna Helena Reali Costa
      Pages 435-449
    6. Antonio M. S. Almeida Neto, Helena M. Caseli, Tiago A. Almeida
      Pages 450-465
    7. Kenzo Sakiyama, Lucas de Souza Rodrigues, Edson Takashi Matsubara
      Pages 466-482
    8. Ruan Chaves Rodrigues, Acquila Santos Rocha, Marcelo Akira Inuzuka, Hugo Alexandre Dantas do Nascimento
      Pages 483-496
    9. Rafael Bezerra de Menezes Rodrigues, Wilson Estécio Marcílio Júnior, Danilo Medeiros Eler
      Pages 497-510
    10. Francielle Alves Vargas, Rodolfo Sanches Saraiva Dos Santos, Pedro Regattieri Rocha
      Pages 511-520
    11. Thiago Raulino Dal Pont, Isabela Cristina Sabo, Jomi Fred Hübner, Aires José Rover
      Pages 521-535
    12. Viní­cios Faustino de Carvalho, Bianca Giacon, Carlos Nascimento, Bruno Magalhães Nogueira
      Pages 536-550
    13. Hugo Queiroz Abonizio, Sylvio Barbon Junior
      Pages 551-565
    14. Arthur D. Reys, Danilo Silva, Daniel Severo, Saulo Pedro, Marcia M. de Sousa e Sá, Guilherme A. C. Salgado
      Pages 566-580
    15. Jackson José de Souza, Marcelo Finger
      Pages 581-594
    16. Ana Larissa Dias, Cassio Batista, Daniel Santana, Nelson Neto
      Pages 621-635
    17. Matheus Camasmie Pavan, Wesley Ramos dos Santos, Ivandré Paraboni
      Pages 636-647
    18. Luiz Henrique Bonifacio, Paulo Arantes Vilela, Gustavo Rocha Lobato, Eraldo Rezende Fernandes
      Pages 648-662
  5. Back Matter
    Pages 663-666

Other volumes

  1. Intelligent Systems
    9th Brazilian Conference, BRACIS 2020, Rio Grande, Brazil, October 20–23, 2020, Proceedings, Part I
  2. 9th Brazilian Conference, BRACIS 2020, Rio Grande, Brazil, October 20–23, 2020, Proceedings, Part II

About these proceedings

Introduction

The two-volume set LNAI 12319 and 12320 constitutes the proceedings of the 9th Brazilian Conference on Intelligent Systems, BRACIS 2020, held in Rio Grande, Brazil, in October 2020.

The total of 90 papers presented in these two volumes was carefully reviewed and selected from 228 submissions.

The contributions are organized in the following topical section:

Part I: Evolutionary computation, metaheuristics, constrains and search, combinatorial and numerical optimization; neural networks, deep learning and computer vision; and text mining and natural language processing.

Part II: Agent and multi-agent systems, planning and reinforcement learning; knowledge representation, logic and fuzzy systems; machine learning and data mining; and multidisciplinary artificial and computational intelligence and applications.

Due to the Corona pandemic BRACIS 2020 was held as a virtual event.

Keywords

artificial intelligence computational linguistics computer vision data mining education genetic algorithms image processing linguistics machine learning mathematics Natural Language Processing (NLP) natural languages neural networks semantics metaheuristics deepl learning text mining

Editors and affiliations

  1. 1.Federal University of São CarlosSão CarlosBrazil
  2. 2.Federal University of ABCSanto AndreBrazil

Bibliographic information