Table of Contents

• A Conversational Agent to Support Hospital Bed AllocationDébora C. Engelmann, Lucca Dornelles Cezar, Alison R. Panisson, Rafael H. Bordini. 3-17 [doi]
• A Protocol for Argumentation-Based Persuasive Negotiation DialoguesMariela Morveli Espinoza, Ayslan Trevizan Possebom, Cesar Augusto Tacla. 18-32 [doi]
• Gradient Estimation in Model-Based Reinforcement Learning: A Study on Linear Quadratic EnvironmentsÂngelo Gregório Lovatto, Thiago Pereira Bueno, Leliane Nunes de Barros. 33-47 [doi]
• Intelligent Agents for Observation and Containment of Malicious Targets OrganizationsThayanne França da Silva, Matheus Santos Araújo, Raimundo Juracy Campos Ferro Junior, Leonardo Ferreira da Costa, João Pedro Bernardino Andrade, Gustavo Augusto Lima de Campos. 48-63 [doi]
• MAS4GC: Multi-agent System for Glycemic Control of Intensive Care Unit PatientsTiago Henrique Faccio Segato, Rafael Moura da Silva Serafim, Sérgio Eduardo Soares Fernandes, Célia Ghedini Ralha. 64-78 [doi]
• On the Impact of MDP Design for Reinforcement Learning Agents in Resource ManagementRenato Luiz de Freitas Cunha, Luiz Chaimowicz. 79-93 [doi]
• Slot Sharing Mechanism in Multi-domain Dialogue SystemsBruno Eidi Nishimoto, Anna Helena Reali Costa. 94-108 [doi]
• A Graph-Based Crossover and Soft-Repair Operators for the Steiner Tree ProblemGiliard Almeida de Godoi, Renato Tinós, Danilo Sipoli Sanches. 111-125 [doi]
• A Modified NSGA-DO for Solving Multiobjective Optimization ProblemsJussara Gomes Machado, Matheus Giovanni Pires, Fabiana Cristina Bertoni, Adinovam Henriques de Macedo Pimenta, Heloisa de Arruda Camargo. 126-139 [doi]
• An Enhanced TSP-Based Approach for Active Debris Removal Mission PlanningJoão Batista Rodrigues Neto, Gabriel de Oliveira Ramos. 140-154 [doi]
• Dynamic Learning in Hyper-Heuristics to Solve Flowshop ProblemsLucas Marcondes Pavelski, Marie-Eléonore Kessaci, Myriam Regattieri Delgado. 155-169 [doi]
• Hyper-Heuristic Based NSGA-III for the Many-Objective Quadratic Assignment ProblemBianca N. K. Senzaki, Sandra M. Venske, Carolina P. de Almeida. 170-185 [doi]
• I2DE: Improved Interval Differential Evolution for Numerical Constrained Global OptimizationMariane R. Sponchiado Cassenote, Guilherme Alex Derenievicz, Fabiano Silva. 186-201 [doi]
• Improving a Genetic Clustering Approach with a CVI-Based Objective FunctionCaio Flexa, Walisson Cardoso Gomes, Igor Moreira, Reginaldo Santos, Claudomiro Sales, Moisés Silva. 202-217 [doi]
• Improving Particle Swarm Optimization with Self-adaptive Parameters, Rotational Invariance, and Diversity ControlMatheus Vasconcelos, Caio Flexa, Igor Moreira, Reginaldo Santos, Claudomiro Sales. 218-233 [doi]
• Improving Rule Based and Equivalent Decision Simplifications for Bloat Control in Genetic Programming Using a Dynamic OperatorGustavo F. V. de Oliveira, Marcus H. S. Mendes. 234-248 [doi]
• Lackadaisical Quantum Walk in the Hypercube to Search for Multiple Marked VerticesLuciano S. de Souza, Jonathan H. A. de Carvalho, Tiago A. E. Ferreira. 249-263 [doi]
• On the Analysis of CGP Mutation Operators When Inferring Gene Regulatory Networks Using ScRNA-Seq Time Series DataJosé Eduardo Henriques da Silva, Heder S. Bernardino, Itamar L. De Oliveira, Alex Borges Vieira, Helio J. C. Barbosa. 264-279 [doi]
• Online Selection of Heuristic Operators with Deep Q-Network: A Study on the HyFlex FrameworkAugusto Lopez Dantas, Aurora T. R. Pozo. 280-294 [doi]
• A Systematic Approach to Define Semantics for Prioritised Logic ProgramsRenan Cordeiro, Guilherme Fernandes, João F. L. Alcântara, Henrique Viana. 297-312 [doi]
• Active Learning and Case-Based Reasoning for the Deceptive Play in the Card Game of TrucoDaniel P. Vargas, Gustavo Bathu Paulus, Luís A. Lima Silva. 313-327 [doi]
• ? and the Postulates of Non-interference and Crash-ResistanceRafael Silva, João F. L. Alcântara. 328-343 [doi]
• On the Refinement of Compensation-Based Semantics for Weighted Argumentation FrameworksHenrique Viana, João F. L. Alcântara. 344-358 [doi]
• Ontology Based Classification of Electronic Health Records to Support Value-Based Health CareAvner Dal Bosco, Renata Vieira, Bruna Zanotto, Ana Paula Beck da Silva Etges. 359-371 [doi]
• A Co-occurrence Based Approach for Mining Overlapped Co-clusters in Binary DataYuri Santa Rosa Nassar dos Santos, Rafael de Santiago, Raffaele Perego 0001, Matheus Henrique Schaly, Luis Otávio Alvares, Chiara Renso, Vania Bogorny. 375-389 [doi]
• A Comparative Study on Concept Drift Detectors for RegressionMarília Lima, Telmo de Menezes e Silva Filho, Roberta Fagundes. 390-405 [doi]
• A Kullback-Leibler Divergence-Based Locally Linear Embedding Method: A Novel Parametric Approach for Cluster AnalysisAlexandre L. M. Levada, Michel F. C. Haddad. 406-420 [doi]
• Classifying Potentially Unbounded Hierarchical Data Streams with Incremental Gaussian Naive BayesEduardo Tieppo, Jean Paul Barddal, Júlio César Nievola. 421-436 [doi]
• Coarsening Algorithm via Semi-synchronous Label Propagation for Bipartite NetworksAlan Demétrius Baria Valejo, Paulo Eduardo Althoff, Thiago de Paulo Faleiros, Maria Lígia Chuerubim, Jianglong Yan, Weiguang Liu, Liang Zhao. 437-452 [doi]
• Evaluating Clustering Meta-features for Classifier RecommendationLuís Paulo F. Garcia, Felipe Campelo, Guilherme N. Ramos, Adriano Rivolli, André C. P. L. F. de Carvalho. 453-467 [doi]
• Fast Movelet Extraction and Dimensionality Reduction for Robust Multiple Aspect Trajectory ClassificationTarlis Tortelli Portela, Camila Leite da Silva, Jônata Tyska Carvalho, Vania Bogorny. 468-483 [doi]
• Interpreting Classification Models Using Feature Importance Based on Marginal Local EffectsRogério Luiz Cardoso Silva Filho, Paulo Jorge Leitão Adeodato, Kellyton dos Santos Brito. 484-497 [doi]
• On the Generalizations of the Choquet Integral for Application in FRBCsGiancarlo Lucca, Eduardo N. Borges, Rafael A. Berri, Leonardo Emmendorfer, Graçaliz Pereira Dimuro, Tiago da Cruz Asmus. 498-513 [doi]
• Optimizing Diffusion Rate and Label Reliability in a Graph-Based Semi-supervised ClassifierBruno Klaus de Aquino Afonso, Lilian Berton. 514-527 [doi]
• Tactical Asset Allocation Through Random Walk on Stock NetworkWashington Burkart Freitas, João Roberto Bertini Junior. 528-542 [doi]