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Intelligent Systems

10th Brazilian Conference, BRACIS 2021, Virtual Event, November 29 – December 3, 2021, Proceedings, Part I

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. André Britto

    1. Universidade Federal de Sergipe, São Cristóvão, Brazil

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    You can also search for this editor in PubMed   Google Scholar

  2. Karina Valdivia Delgado

    1. Universidade de São Paulo, São Paulo, Brazil

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    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13073)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Included in the following conference series:

Conference proceedings info: BRACIS 2021.

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Table of contents (35 papers)

  1. Front Matter

    Pages i-xxiii
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  2. Agent and Multi-agent Systems, Planning and Reinforcement Learning

    1. Front Matter

      Pages 1-1
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    2. A Conversational Agent to Support Hospital Bed Allocation

      • Débora C. Engelmann, Lucca Dornelles Cezar, Alison R. Panisson, Rafael H. Bordini
      Pages 3-17

    3. A Protocol for Argumentation-Based Persuasive Negotiation Dialogues

      • Mariela Morveli-Espinoza, Ayslan Possebom, Cesar Augusto Tacla
      Pages 18-32

    4. Gradient Estimation in Model-Based Reinforcement Learning: A Study on Linear Quadratic Environments

      • Ângelo Gregório Lovatto, Thiago Pereira Bueno, Leliane Nunes de Barros
      Pages 33-47

    5. Intelligent Agents for Observation and Containment of Malicious Targets Organizations

      • Thayanne França da Silva, Matheus Santos Araújo, Raimundo Juracy Campos Ferro Junior, Leonardo Ferreira da Costa, João Pedro Bernardino Andrade, Gustavo Augusto Lima de Campos
      Pages 48-63

    6. MAS4GC: Multi-agent System for Glycemic Control of Intensive Care Unit Patients

      • Tiago Henrique Faccio Segato, Rafael Moura da Silva Serafim, Sérgio Eduardo Soares Fernandes, Célia Ghedini Ralha
      Pages 64-78

    7. On the Impact of MDP Design for Reinforcement Learning Agents in Resource Management

      • Renato Luiz de Freitas Cunha, Luiz Chaimowicz
      Pages 79-93

    8. Slot Sharing Mechanism in Multi-domain Dialogue Systems

      • Bruno Eidi Nishimoto, Anna Helena Reali Costa
      Pages 94-108

  3. Evolutionary Computation, Metaheuristics, Constrains and Search, Combinatorial and Numerical Optimization

    1. Front Matter

      Pages 109-109
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    2. A Graph-Based Crossover and Soft-Repair Operators for the Steiner Tree Problem

      • Giliard Almeida de Godoi, Renato Tinós, Danilo Sipoli Sanches
      Pages 111-125

    3. A Modified NSGA-DO for Solving Multiobjective Optimization Problems

      • Jussara Gomes Machado, Matheus Giovanni Pires, Fabiana Cristina Bertoni, Adinovam Henriques de Macedo Pimenta, Heloisa de Arruda Camargo
      Pages 126-139

    4. An Enhanced TSP-Based Approach for Active Debris Removal Mission Planning

      • João Batista Rodrigues Neto, Gabriel de Oliveira Ramos
      Pages 140-154

    5. Dynamic Learning in Hyper-Heuristics to Solve Flowshop Problems

      • Lucas Marcondes Pavelski, Marie-Éléonore Kessaci, Myriam Delgado
      Pages 155-169

    6. Hyper-Heuristic Based NSGA-III for the Many-Objective Quadratic Assignment Problem

      • Bianca N. K. Senzaki, Sandra M. Venske, Carolina P. Almeida
      Pages 170-185

    7. I2DE: Improved Interval Differential Evolution for Numerical Constrained Global Optimization

      • Mariane R. S. Cassenote, Guilherme A. Derenievicz, Fabiano Silva
      Pages 186-201

    8. Improving a Genetic Clustering Approach with a CVI-Based Objective Function

      • Caio Flexa, Walisson Gomes, Igor Moreira, Reginaldo Santos, Claudomiro Sales, Moisés Silva
      Pages 202-217

    9. Improving Particle Swarm Optimization with Self-adaptive Parameters, Rotational Invariance, and Diversity Control

      • Matheus Vasconcelos, Caio Flexa, Igor Moreira, Reginaldo Santos, Claudomiro Sales
      Pages 218-233

    10. Improving Rule Based and Equivalent Decision Simplifications for Bloat Control in Genetic Programming Using a Dynamic Operator

      • Gustavo F. V. de Oliveira, Marcus H. S. Mendes
      Pages 234-248

    11. Lackadaisical Quantum Walk in the Hypercube to Search for Multiple Marked Vertices

      • Luciano S. de Souza, Jonathan H. A. de Carvalho, Tiago A. E. Ferreira
      Pages 249-263
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Other volumes

  1. Intelligent Systems

  2. Intelligent Systems

Keywords

About this book

The two-volume set LNAI 13073 and 13074 constitutes the proceedings of the 10th Brazilian Conference on Intelligent Systems, BRACIS 2021, held in São Paolo, Brazil, in November-December 2021.

 The total of 77 papers presented in these two volumes was carefully reviewed and selected from 192 submissions.The contributions are organized in the following topical sections: Part I: Agent and Multi-Agent Systems, Planning and Reinforcement Learning; Evolutionary Computation, Metaheuristics, Constrains and Search, Combinatorial and Numerical Optimization, Knowledge Representation, Logic and Fuzzy Systems; Machine Learning and Data Mining. Part II: Multidisciplinary Artificial and Computational Intelligence and Applications; Neural Networks, Deep Learning and Computer Vision; Text Mining and Natural Language Processing.

 Due to the COVID-2019 pandemic, BRACIS 2021 was held as a virtual event.


Editors and Affiliations

  • Universidade Federal de Sergipe, São Cristóvão, Brazil

    André Britto

  • Universidade de São Paulo, São Paulo, Brazil

    Karina Valdivia Delgado

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