Table of Contents

• Correcting Inconsistencies through Association Rules in Temporal Large Growing Knowledge BasesRafael Garcia Leonel Miani, Estevam Rafael Hruschka Junior. 1-6 [doi]
• Social-Training: Ensemble Learning with Voting Aggregation for Semi-supervised Classification TasksMatheus Alves, Ana L. C. Bazzan, Mariana Recamonde Mendoza. 7-12 [doi]
• Analyzing the Public Opinion on the Brazilian Political and Corruption IssuesRicardo Araújo Rios, Caio S. Lopes, Fabio H. G. Sikansi, Paulo A. Pagliosa, Rodrigo Fernandes de Mello. 13-18 [doi]
• DSTARS: A Multi-target Deep Structure for Tracking Asynchronous Regressor StackSaulo Martiello Mastelini, Everton Jose Santana, Ricardo Cerri, Sylvio Barbon. 19-24 [doi]
• On Using Sum-Product Networks for Multi-label ClassificationJulissa Villanueva Llerena, Denis Deratani Mauá. 25-30 [doi]
• RegK-Means: A Clustering Algorithm Using Spatial Contiguity Constraints for Regionalization ProblemsLeandro Miranda, José Viterbo Filho, Flávia Cristina Bernardini. 31-36 [doi]
• HSS: Compact Set of Partitions via Hybrid SelectionVanessa Antunes, Katti Faceli, Tiemi Christine Sakata. 37-42 [doi]
• Quantification in Data Streams: Initial ResultsAndré Gustavo Maletzke, Denis Moreira dos Reis, Gustavo E. A. P. A. Batista. 43-48 [doi]
• PELESent: Cross-Domain Polarity Classification Using Distant SupervisionEdilson Anselmo Corrêa Júnior, Vanessa Queiroz Marinho, Leandro Borges dos Santos, Thales Felipe Costa Bertaglia, Marcos Vinícius Treviso, Henrico Bertini Brum. 49-54 [doi]
• Investigating the Impact of Similarity Metrics in an Unsupervised-Based Feature Selection MethodCarine A. Dantas, Rômulo de O. Nunes, Anne M. P. Canuto, João Carlos Xavier Jr.. 55-60 [doi]
• Efficient Gaussian Process-Based Inference for Modelling Spatio-Temporal Dengue FeverJulio Albinati, Wagner Meira Jr., Gisele L. Pappa, Andrew G. Wilson. 61-66 [doi]
• A Fuzzy Variant for On-Demand Data Stream ClassificationTiago Pinho da Silva, Gerson Antonio Urban, Priscilla de Abreu Lopes, Heloisa de Arruda Camargo. 67-72 [doi]
• An Enactive Self-Model for Sparse Representations and Improved PerformanceJustin Brody. 73-78 [doi]
• A Hybrid Semi-linear System for Time Series ForecastingJoao Fausto Lorenzato de Oliveira, Emanoel Francisco Sposito Barreiros, Cleyton Mario de Oliveira Rodrigues, Adauto Trigueiro de Almeida Filho. 79-84 [doi]
• Acoustic Modeling Using a Shallow CNN-HTSVM ArchitectureChristopher Dane Shulby, Martha Dais Ferreira, Rodrigo Fernandes de Mello, Sandra Maria Aluísio. 85-90 [doi]
• Complexity Measures Effectiveness in Feature SelectionLucas Chesini Okimoto, Ricardo Manhaes Savii, Ana Carolina Lorena. 91-96 [doi]
• Non-unitary Quantum Associative MemoryFernando Maciano de Paula Neto, Adenilton José da Silva, Wilson Rosa de Oliveira, Teresa Bernarda Ludermir. 97-102 [doi]
• Improving Multi-agent Planning with Unsolvability and Independent Plan DetectionLeonardo Henrique Moreira, Célia Ghedini Ralha. 103-108 [doi]
• Risk-Sensitive Markov Decision Process with Limited BudgetDaniel Augusto de Melo Moreira, Karina Valdivia Delgado, Leliane Nunes de Barros. 109-114 [doi]
• Stochastic Cellular Automata Model to Reduce Rule Space Cardinality Applied to Task Scheduling with Many ProcessorsTiago Ismailer de Carvalho, Gina Maira Barbosa de Oliveira. 115-120 [doi]
• Web Service Composition: An Agent-Based ApproachJhonatan Alves, Jerusa Marchi. 121-126 [doi]
• Resolving Resource Incompatibilities in Intelligent AgentsM. Mariela Morveli-Espinoza, Ayslan Trevizan Possebom, Cesar Augusto Tacla. 127-132 [doi]
• A Dynamic Preference Logic for Reasoning about Agent ProgrammingMarlo Souza, Álvaro F. Moreira, Renata Vieira, John-Jules Ch. Meyer. 133-138 [doi]
• Comparing Two Multiagent Reinforcement Learning Approaches for the Traffic Assignment ProblemRicardo Grunitzki, Ana L. C. Bazzan. 139-144 [doi]
• Learning-Process Evaluation to Select Spatial Abstractions in Reinforcement LearningCleiton Alves da Silva, Valdinei Freire. 145-150 [doi]
• Improving Reinforcement Learning Results with Qualitative Spatial RepresentationThiago Pedro Donadon Homem, Danilo Hernani Perico, Paulo Eduardo Santos, Anna Helena Reali Costa, Reinaldo Augusto da Costa Bianchi. 151-156 [doi]
• Use of Conceptual Representations Based on Conceptual Spaces Theory Applied to BDI AgentsJoão Mario Lopes Brezolin, Sandro Rama Fiorini, Márcia de Borba Campos, Rafael H. Bordini. 157-162 [doi]
• Neural Networks Architecture Evaluation in a Quantum ComputerAdenilton Jose da Silva, Rodolfo Luan Franco de Oliveira. 163-168 [doi]
• Online Sequential Learning Based on Extreme Learning Machines for Particulate Matter ForecastingAndres Bueno, Guilherme Palermo Coelho, João Roberto Bertini Jr.. 169-174 [doi]
• On the Entanglement Dynamics of the Quantum Weightless NeuronFernando Maciano de Paula Neto, Wilson Rosa de Oliveira, Adenilton José da Silva, Teresa Bernarda Ludermir. 175-180 [doi]
• Multi-objective Long-Short Term Memory Neural Networks for Speaker Diarization in Telephone InteractionsValter Akira Miasato Filho, Diego Augusto Silva, Luis Gustavo D. Cuozzo. 181-185 [doi]
• Continuous-Valued Quaternionic Hopfield Neural Network for Image Retrieval: A Color Space StudyFidelis Zanetti de Castro, Marcos Eduardo Valle. 186-191 [doi]
• Deep Neural Networks for Handwritten Chinese Character RecognitionRenan Guedes Maidana, Juarez Monteiro dos Santos, Roger Leitzke Granada, Alexandre de Morais Amory, Rodrigo Coelho Barros. 192-197 [doi]
• Relevance Image Sampling from Collection Using Importance Selection on Randomized Optimum-Path TreesMoacir Antonelli Ponti. 198-203 [doi]
• Using X-Ray Flux Time Series for Solar Explosion ForecastingIsmael Caldana, Ana Estela Antunes da Silva, Guilherme Palermo Coelho, Andre Leon S. Gradvohl. 204-209 [doi]
• Artificial Neural Networks and Infrared Thermography for Fiber Orientation AssessmentHenrique Coelho Fernandes, Hai Zhang, Clemente Ibarra-Castanedo, Xavier Maldague. 210-215 [doi]
• Controlling Gene Regulatory Networks with FQI-SARSACyntia Eico Hayama Nishida, Anna Helena Reali Costa, Reinaldo Augusto da Costa Bianchi. 216-221 [doi]
• Predicting Failures in Hard Drives with LSTM NetworksFernando Dione dos Santos Lima, Gabriel Maia Rocha Amaral, Lucas Goncalves de Moura Leite, João Paulo Pordeus Gomes, Javam de Castro Machado. 222-227 [doi]
• Transfer Learning for Bayesian Networks with Application on Hard Disk Drives Failure PredictionFrancisco Lucas Falcao Pereira, Fernando Dione dos Santos Lima, Lucas Goncalves de Moura Leite, João Paulo Pordeus Gomes, Javam de Castro Machado. 228-233 [doi]
• A Machine Learning-Based Approach for Prediction of Plant Protection Product DepositionCarlos R. G. Junior, Pedro Henrique Gomes, Leandro Y. Mano, Rone B. de Oliveira, André Carlos Ponce de Leon Ferreira de Carvalho, Bruno S. Faiçal. 234-239 [doi]
• A Novel Procedure for Classification of Early Human Actions from EEG SignalsSchubert Ribeiro de Carvalho, Iraquitan Cordeiro Filho, Damares Crystina Oliveira de Resende, Ana Carolina Quintao Siravenha, Bianchi Serique Meiguins, Henrique Galvan Debarba, Bruno Duarte Gomes. 240-245 [doi]
• An Occupancy Grid Map Merging Algorithm Invariant to Scale, Rotation and TranslationVictor Terra Ferrão, Cássio Dener Noronha Vinhal, Gelson da Cruz. 246-251 [doi]
• Blind Image Quality Assessment Using Local Variant PatternsPedro Garcia Freitas, Welington Yorihiko Lima Akamine, Mylène Christine Queiroz de Farias. 252-257 [doi]
• Fractal Dimension-Based Drosophila Melanogaster Wing Genotype ClassificationFrancisco Gerardo Medeiros Neto, Ialis Cavalcante De Paula. 258-263 [doi]
• A Method to Detect Boats in Images of the Amazonian RiversMichel Marialva Yvano, Bernardo Bentes Gatto, Eulanda Miranda dos Santos. 264-269 [doi]
• Investigating Grammar-Based Design of Multi-objective Particle Swarm Optimization AlgorithmRicardo Henrique Remes de Lima, Aurora Trinidad Ramirez Pozo. 270-275 [doi]
• A Hybrid Metaheuristic for the Traveling Car Renter Salesman ProblemBrenner Humberto Ojeda Rios, Elizabeth Ferreira Gouvea Goldbarg, Marco César Goldbarg. 276-281 [doi]
• Playing the Original Game Boy Tetris Using a Real Coded Genetic AlgorithmRenan Samuel da Silva, Rafael Stubs Parpinelli. 282-287 [doi]
• A Heterogeneous Distributed Approach for Many-Objective OptimizationGian Mauricio Fritsche, Aurora Trinidad Ramirez Pozo. 288-293 [doi]
• The Protein Structure Prediction Problem Approached by a Cascade Differential Evolution Algorithm Using ROSETTAPedro Henrique Narloch, Rafael Stubs Parpinelli. 294-299 [doi]
• A Comparison of Crossover Operators Applied to the Vehicle Routing Problem with Time WindowThiago Muniz Stehling, Sérgio Ricardo de Souza. 300-305 [doi]
• A Fast and Robust Max-C Projection Fuzzy Autoassociative Memory with Application for Face RecognitionAlex Santana dos Santos, Marcos Eduardo Valle. 306-311 [doi]
• Using Multiple Clustering Algorithms to Generate Constraint Rules and Create Consensus ClustersGabriel Rodrigues da Silva, Marcelo Keese Albertini. 312-317 [doi]
• A Comparison of Hierarchical Biclustering Ensemble MethodsVictor Alexandre Padilha, André Carlos Ponce de Leon Ferreira de Carvalho. 318-323 [doi]
• Online Detection of Outliers in Clusters of Continuous Data StreamingMariana Alves Pereira, Elaine Ribeiro de Faria Paiva, Murilo Coelho Naldi. 324-329 [doi]
• The BinOvNMTF Algorithm: Overlapping Columns Co-clustering Based on Non-negative Matrix Tri-factorizationLucas Fernandes Brunialti, Sarajane Marques Peres, Valdinei Freire da Silva, Clodoaldo Aparecido de Moraes Lima. 330-335 [doi]
• Scalable Data Stream Clustering with k EstimationPaulo L. Candido, Murilo C. Naldi, Jonathan de Andrade Silva, Elaine R. Faria. 336-341 [doi]
• Statistical and Semantic Features to Measure Sentence Similarity in PortugueseAnderson Pinheiro Cavalcanti, Rafael Ferreira Leite de Mello, Maverick Andre Dionisio Ferreira, Vitor Belarmino Rolim, Joao Vitor Soares Tenorio. 342-347 [doi]
• Update Summarization for PortugueseFernando Antônio Asevedo Nóbrega, Thiago Alexandre Salgueiro Pardo. 348-353 [doi]
• MilkQA: A Dataset of Consumer Questions for the Task of Answer SelectionMarcelo Criscuolo, Erick Rocha Fonseca, Sandra Maria Aluísio, Ana Carolina Speranca-Criscuolo. 354-359 [doi]
• How Difficult is the Adaptation of POS Taggers?Irving Muller Rodrigues, Eraldo Rezende Fernandes. 360-365 [doi]
• Extractive Multi-document Summarization Using Dynamical Measurements of Complex NetworksJorge Valverde Tohalino, Diego Raphael Amancio. 366-371 [doi]
• Coalition Generation Scalability through Community Detection: Results on Real GraphsFabio Sebastian Silveira, Gustavo Alberto Giménez Lugo. 372-377 [doi]
• An Experimental Evaluation of the Algorithm Mean Upper Heuristic for Interval Data Min-Max Regret Combinatorial Optimization ProblemJose Ricardo Goncalves, Iago Augusto Carvalho, Thiago Ferreira Noronha. 378-383 [doi]
• Probabilistic Analysis of Pareto Front Approximation for a Hybrid Multi-objective Bayesian Estimation of Distribution AlgorithmMarcella Scoczynski Ribeiro Martins, Myriam Regattieri Delgado, Ricardo Lüders, Roberto Santana, Richard A. Gonçalves, Carolina P. de Almeida. 384-389 [doi]
• A New Hyper-Heuristic Based on a Restless Multi-armed Bandit for Multi-objective OptimizationRichard Aderbal Gonçalves, Carolina Paula de Almeida, Sandra Mara Guse Scos Venske, Myriam Regattieri de Biase da Silva Delgado, Aurora Trinidad Ramirez Pozo. 390-395 [doi]
• A Hyper-Heuristic in MOEA/D-DRA Using the Upper Confidence Bound TechniqueLucas Prestes, Myriam Regattieri de Biase da Silva Delgado, Richard Aderbal Gonçalves, Carolina Paula de Almeida, Aurora Trinidad Ramirez Pozo. 396-401 [doi]
• A Comparative Analysis of MOEAs Considering Two Discrete Optimization ProblemsTiago Peres Franca, Thiago Fialho de Queiroz Lafetá, Luiz Gustavo Almeida Martins, Gina Maira Barbosa de Oliveira. 402-407 [doi]
• An Improved Logic-Based Implementation to Ontology AssessmentCleyton Mário de Oliveira Rodrigues, Frederico Luiz Gonçalves de Freitas, Ryan Ribeiro de Azevedo. 408-413 [doi]
• An Ontological Approach to the Three-Phase Method of Imposing Penalties in the Brazilian Criminal CodeCleyton Mario de Oliveira Rodrigues, Frederico Luiz Gonçalves de Freitas, Italo Jose da Silva Oliveira. 414-419 [doi]
• Iterated Belief Change the Case of Expansion Into InconsistencyEduardo L. Fermé, Renata Wassermann. 420-425 [doi]
• University Entrance Exam as a Guiding Test for Artificial IntelligenceIgor Cataneo Silveira, Denis Deratani Mauá. 426-431 [doi]
• Experimental Evaluation of Crowdsourcing on the Characterization of Data Visualization TechniquesGeraldo Ribeiro Franciscani, Rodrygo Santos, Michel Boaventura, Pedro Dalla Bernardina, Wagner Meira Jr., Raquel Cardoso de Melo Minardi. 432-437 [doi]