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ORCID10th BRACIS 2021: Virtual Event - Part I
- André Britto
, Karina Valdivia Delgado:
Intelligent Systems - 10th Brazilian Conference, BRACIS 2021, Virtual Event, November 29 - December 3, 2021, Proceedings, Part I. Lecture Notes in Computer Science 13073, Springer 2021, ISBN 978-3-030-91701-2
Agent and Multi-agent Systems, Planning and Reinforcement Learning
- Débora C. Engelmann, Lucca Dornelles Cezar, Alison R. Panisson, Rafael H. Bordini:
A Conversational Agent to Support Hospital Bed Allocation. 3-17 - Mariela Morveli Espinoza, Ayslan Trevizan Possebom, Cesar Augusto Tacla:
A Protocol for Argumentation-Based Persuasive Negotiation Dialogues. 18-32 - Ângelo Gregório Lovatto, Thiago Pereira Bueno, Leliane Nunes de Barros:
Gradient Estimation in Model-Based Reinforcement Learning: A Study on Linear Quadratic Environments. 33-47 - 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:
Intelligent Agents for Observation and Containment of Malicious Targets Organizations. 48-63 - Tiago Henrique Faccio Segato, Rafael Moura da Silva Serafim, Sérgio Eduardo Soares Fernandes, Célia Ghedini Ralha:
MAS4GC: Multi-agent System for Glycemic Control of Intensive Care Unit Patients. 64-78 - Renato Luiz de Freitas Cunha, Luiz Chaimowicz:
On the Impact of MDP Design for Reinforcement Learning Agents in Resource Management. 79-93 - Bruno Eidi Nishimoto, Anna Helena Reali Costa:
Slot Sharing Mechanism in Multi-domain Dialogue Systems. 94-108
Evolutionary Computation, Metaheuristics, Constrains and Search, Combinatorial and Numerical Optimization
- Giliard Almeida de Godoi, Renato Tinós, Danilo Sipoli Sanches:
A Graph-Based Crossover and Soft-Repair Operators for the Steiner Tree Problem. 111-125 - Jussara Gomes Machado, Matheus Giovanni Pires, Fabiana Cristina Bertoni, Adinovam Henriques de Macedo Pimenta, Heloisa de Arruda Camargo:
A Modified NSGA-DO for Solving Multiobjective Optimization Problems. 126-139 - João Batista Rodrigues Neto, Gabriel de Oliveira Ramos:
An Enhanced TSP-Based Approach for Active Debris Removal Mission Planning. 140-154 - Lucas Marcondes Pavelski, Marie-Eléonore Kessaci, Myriam Regattieri Delgado:
Dynamic Learning in Hyper-Heuristics to Solve Flowshop Problems. 155-169 - Bianca N. K. Senzaki, Sandra M. Venske, Carolina P. de Almeida:
Hyper-Heuristic Based NSGA-III for the Many-Objective Quadratic Assignment Problem. 170-185 - Mariane R. Sponchiado Cassenote, Guilherme Alex Derenievicz, Fabiano Silva:
I2DE: Improved Interval Differential Evolution for Numerical Constrained Global Optimization. 186-201 - Caio Flexa, Walisson Cardoso Gomes, Igor Moreira, Reginaldo Santos, Claudomiro Sales, Moisés Silva:
Improving a Genetic Clustering Approach with a CVI-Based Objective Function. 202-217 - Matheus Vasconcelos, Caio Flexa, Igor Moreira, Reginaldo Santos, Claudomiro Sales:
Improving Particle Swarm Optimization with Self-adaptive Parameters, Rotational Invariance, and Diversity Control. 218-233 - Gustavo F. V. de Oliveira, Marcus Henrique Soares Mendes:
Improving Rule Based and Equivalent Decision Simplifications for Bloat Control in Genetic Programming Using a Dynamic Operator. 234-248 - Luciano S. de Souza, Jonathan H. A. de Carvalho, Tiago A. E. Ferreira:
Lackadaisical Quantum Walk in the Hypercube to Search for Multiple Marked Vertices. 249-263 - José Eduardo Henriques da Silva, Heder S. Bernardino, Itamar Leite de Oliveira, Alex Borges Vieira, Helio J. C. Barbosa:
On the Analysis of CGP Mutation Operators When Inferring Gene Regulatory Networks Using ScRNA-Seq Time Series Data. 264-279 - Augusto Lopez Dantas, Aurora T. R. Pozo:
Online Selection of Heuristic Operators with Deep Q-Network: A Study on the HyFlex Framework. 280-294
Knowledge Representation, Logic and Fuzzy Systems
- Renan Cordeiro, Guilherme Fernandes, João F. L. Alcântara, Henrique Viana:
A Systematic Approach to Define Semantics for Prioritised Logic Programs. 297-312 - Daniel P. Vargas, Gustavo Bathu Paulus, Luís A. Lima Silva:
Active Learning and Case-Based Reasoning for the Deceptive Play in the Card Game of Truco. 313-327 - Rafael Silva, João F. L. Alcântara:
ASPIC ? and the Postulates of Non-interference and Crash-Resistance. 328-343 - Henrique Viana, João F. L. Alcântara:
On the Refinement of Compensation-Based Semantics for Weighted Argumentation Frameworks. 344-358 - Avner Dal Bosco, Renata Vieira, Bruna Zanotto, Ana Paula Beck da Silva Etges:
Ontology Based Classification of Electronic Health Records to Support Value-Based Health Care. 359-371
Machine Learning and Data Mining
- Yuri Santa Rosa Nassar dos Santos, Rafael de Santiago, Raffaele Perego, Matheus Henrique Schaly, Luis Otávio Alvares, Chiara Renso, Vania Bogorny:
A Co-occurrence Based Approach for Mining Overlapped Co-clusters in Binary Data. 375-389 - Marília Lima, Telmo de Menezes e Silva Filho, Roberta Fagundes:
A Comparative Study on Concept Drift Detectors for Regression. 390-405 - Alexandre L. M. Levada, Michel Ferreira Cardia Haddad:
A Kullback-Leibler Divergence-Based Locally Linear Embedding Method: A Novel Parametric Approach for Cluster Analysis. 406-420 - Eduardo Tieppo, Jean Paul Barddal, Júlio César Nievola:
Classifying Potentially Unbounded Hierarchical Data Streams with Incremental Gaussian Naive Bayes. 421-436 - Alan Demétrius Baria Valejo, Paulo Eduardo Althoff, Thiago de Paulo Faleiros, Maria Lígia Chuerubim, Jianglong Yan, Weiguang Liu, Liang Zhao:
Coarsening Algorithm via Semi-synchronous Label Propagation for Bipartite Networks. 437-452 - Luís Paulo F. Garcia, Felipe Campelo, Guilherme Novaes Ramos, Adriano Rivolli, André C. P. L. F. de Carvalho:
Evaluating Clustering Meta-features for Classifier Recommendation. 453-467 - Tarlis Tortelli Portela, Camila Leite da Silva, Jônata Tyska Carvalho, Vania Bogorny:
Fast Movelet Extraction and Dimensionality Reduction for Robust Multiple Aspect Trajectory Classification. 468-483 - Rogério Luiz Cardoso Silva Filho, Paulo Jorge Leitão Adeodato, Kellyton dos Santos Brito:
Interpreting Classification Models Using Feature Importance Based on Marginal Local Effects. 484-497 - Giancarlo Lucca, Eduardo N. Borges, Rafael A. Berri, Leonardo Emmendorfer, Graçaliz Pereira Dimuro, Tiago da Cruz Asmus:
On the Generalizations of the Choquet Integral for Application in FRBCs. 498-513 - Bruno Klaus de Aquino Afonso, Lilian Berton:
Optimizing Diffusion Rate and Label Reliability in a Graph-Based Semi-supervised Classifier. 514-527 - Washington Burkart Freitas, João Roberto Bertini Junior:
Tactical Asset Allocation Through Random Walk on Stock Network. 528-542
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