Table of Contents

• (Deep) Learning from FramesJonatas Wehrmann, Rodrigo C. Barros, Gabriel S. Simoes, Thomas S. Paula, Duncan Dubugras Alcoba Ruiz. 1-6 [doi]
• Investigating Selection Strategies in Multi-objective Probabilistic Model Based AlgorithmsAndrei Strickler, Olacir Rodrigues Castro Junior, Aurora Pozo, Roberto Santana. 7-12 [doi]
• Knowledge Representation for Argumentation in Agent-Oriented Programming LanguagesAlison R. Panisson, Rafael H. Bordini. 13-18 [doi]
• Object-Oriented Reinforcement Learning in Cooperative Multiagent DomainsFelipe Leno da Silva, Ruben Glatt, Anna Helena Reali Costa. 19-24 [doi]
• Tree-Based Grammar Genetic Programming to Evolve Particle Swarm AlgorithmsPéricles B. C. de Miranda, Ricardo B. C. Prudêncio. 25-30 [doi]
• Using Preferences over Sources of Information in Argumentation-Based ReasoningAlison R. Panisson, Victor S. Melo, Rafael H. Bordini. 31-36 [doi]
• Hyper-Parameter Tuning of a Decision Tree Induction AlgorithmRafael Gomes Mantovani, Tomás Horváth, Ricardo Cerri, Joaquin Vanschoren, André C. P. L. F. de Carvalho. 37-42 [doi]
• An Accurate Gaussian Process-Based Early Warning System for Dengue FeverJulio Albinati, Wagner Meira Jr., Gisele L. Pappa. 43-48 [doi]
• Supervised Microalgae Classification in Imbalanced DatasetIago Correa, Paulo Drews Jr., Marcio Silva de Souza, Virgínia Maria Tavano. 49-54 [doi]
• Automatic Selection of Learning Bias for Active SamplingDavi Pereira dos Santos, André C. P. L. F. de Carvalho. 55-60 [doi]
• Solving Atomix with Pattern DatabasesAlex Gliesch, Marcus Ritt. 61-66 [doi]
• Using the Causal Graph to Enhance Translations to Solve Contingent Planning ProblemsIgnasi Andres, Leliane Nunes de Barros. 67-72 [doi]
• Improved Airport Ground Traffic Control with Domain-Dependent HeuristicsAugusto B. Correa, André Grahl Pereira, Marcus Ritt. 73-78 [doi]
• Extreme Risk Averse Policy for Goal-Directed Risk-Sensitive Markov Decision ProcessValdinei Freire, Karina Valdivia Delgado. 79-84 [doi]
• Extreme Learning Machines for Datasets with Missing Values Using the Unscented TransformDiego Parente Paiva Mesquita, João Paulo Pordeus Gomes, Leonardo Ramos Rodrigues. 85-90 [doi]
• Towards Knowledge Transfer in Deep Reinforcement LearningRuben Glatt, Felipe Leno da Silva, Anna Helena Reali Costa. 91-96 [doi]
• Co-MLM: A SSL Algorithm Based on the Minimal Learning MachineWeslley L. Caldas, João Paulo Pordeus Gomes, Michelle G. Cacais, Diego Parente Paiva Mesquita. 97-102 [doi]
• Evaluating Binary Encoding Techniques for WiSARDAndressa Kappaun, Karine Camargo, Fabio Rangel, Fabrício Firmino De Faria, Priscila Machado Vieira Lima, Jonice Oliveira. 103-108 [doi]
• A Voronoi Diagram Based Classifier for Multiclass Imbalanced Data SetsEvandro J. R. Silva, Cleber Zanchettin. 109-114 [doi]
• Determining the Structure of Decision Directed Acyclic Graphs for Multiclass Classification ProblemsThaise M. Quiterio, Ana Carolina Lorena. 115-120 [doi]
• Pixel Clustering for Face RecognitionTiago Buarque Assunção de Carvalho, Maria A. A. Sibaldo, Ing Ren Tsang, George D. C. Cavalcanti, Ing Jyh Tsang, Jan Sijbers. 121-126 [doi]
• No-Reference Image Quality Assessment Using Texture Information BanksPedro Garcia Freitas, Welington Y. L. Akamine, Mylène C. Q. Farias. 127-132 [doi]
• Image-Set Matching by Two Dimensional Generalized Mutual Subspace MethodBernardo B. Gatto, Eulanda Miranda dos Santos. 133-138 [doi]
• Image Classification Using Sum-Product Networks for Autonomous Flight of Micro Aerial VehiclesBruno Massoni Sguerra, Fabio G. Cozman. 139-144 [doi]
• Fault Detection in Hard Disk Drives Based on Mixture of GaussiansLucas P. Queiroz, Francisco Caio M. Rodrigues, João Paulo Pordeus Gomes, Felipe T. Brito, Iago C. Brito, Javam C. Machado. 145-150 [doi]
• Musical Scales Recognition via Deterministic Walk in a GraphAndres Eduardo Coca Salazar, Liang Zhao. 151-156 [doi]
• Metaheuristic Design Pattern: Visitor for Genetic OperatorsGiovani Guizzo, Silvia R. Vergilio. 157-162 [doi]
• Revisiting the Sequential Symbolic Regression Genetic ProgrammingLuiz Otávio Vilas Boas Oliveira, Fernando E. B. Otero, Luis F. Miranda, Gisele L. Pappa. 163-168 [doi]
• Time Series Imputation Using Genetic Programming and Lagrange InterpolationDamares C. O. de Resende, Ádamo Lima de Santana, Fabio Manoel Franca Lobato. 169-174 [doi]
• Discovery Biological Motifs Using Heuristics ApproachesJader M. Caldonazzo Garbelini, André Yoshiaki Kashiwabara, Danilo Sipoli Sanches. 175-180 [doi]
• Adaptive Operator Selection in NSGA-IIIRichard A. Gonçalves, Carolina P. de Almeida, Lucas M. Pavelski, Sandra M. Venske, Josiel N. Kuk, Aurora T. R. Pozo. 181-186 [doi]
• Many-Objective Evolutionary Algorithms for Multicast Routing with Quality of Service ProblemThiago Fialho de Queiroz Lafetá, Marcos Luiz de Paula Bueno, Christiane Regina Soares Brasil, Gina Maira Barbosa de Oliveira. 187-192 [doi]
• A Trust and Reputation Framework for Game Agents: Providing a Social Bias to Computer PlayersFabio S. do Couto, Carla A. D. M. Delgado, Joao C. P. da Silva. 193-198 [doi]
• Allocating Social Goals Using the Contract Net Protocol in Online Multi-agent PlanningRafael C. Cardoso, Rafael H. Bordini. 199-204 [doi]
• Evaluating the SBR Algorithm Using Automatically Generated Plan LibrariesGiovani Parente Farias, Lucas Hilgert, Felipe Meneguzzi, Rafael H. Bordini. 205-210 [doi]
• Evaluating the Impact of Reputation-Based Agents in Social Coalition FormationCristina Vercosa Perez Barrios de Souza, Fabrício Enembreck. 211-216 [doi]
• Reasoning about Trust and Belief in Possibilistic Answer Set ProgrammingGabriel Maia, João Alcantara. 217-222 [doi]
• Allocation of Volunteers in Non-governmental Organizations Aided by Non-supervised LearningCarlos M. M. Bezerra, Danilo R. B. Araujo, Valmir Macario. 223-228 [doi]
• Estimating the Number of Clusters Based on Sequential Clustering AlgorithmsEduardo Machado Real. 229-234 [doi]
• Random Walk in Feature-Sample Networks for Semi-supervised ClassificationFilipe Alves Neto Verri, Liang Zhao. 235-240 [doi]
• DualRadviz: Preserving Context between Classification Evaluation and Data Exploration with RadVizIgor Bueno Correa, André C. P. L. F. de Carvalho. 241-246 [doi]
• Anomaly Detection under Cost ConstraintBruno Barbarioli, Renato M. Assunção. 247-252 [doi]
• A Bio-inspired Optimization Technique for Cluster Ensembles OptimizationHuliane M. Silva, Anne M. P. Canuto, Inácio G. Medeiros, João C. Xavier. 253-258 [doi]
• A Method for Automatic Determination of the Feature Vector Size for Text CategorizationRogerio C. P. Fragoso, Roberto H. W. Pinheiro, George D. C. Cavalcanti. 259-264 [doi]
• Discriminating between Brazilian and European Portuguese National Varieties on Twitter TextsDayvid Castro, Ellen Souza, Adriano L. I. de Oliveira. 265-270 [doi]
• Automatic Identification of Security Risks in Edicts for Software ProcurementRodrigo Nunes Peclat, Guilherme Novaes Ramos. 271-276 [doi]
• Topic Modeling for Short Texts with Co-occurrence Frequency-Based ExpansionGabriel Pedrosa, Marcelo Pita, Paulo Viana Bicalho, Anísio Lacerda, Gisele L. Pappa. 277-282 [doi]
• Exploring Unsupervised Features in Conditional Random Fields for Spanish Named Entity RecognitionJenny Copara, José Ochoa, Camilo Thorne, Goran Glavas. 283-288 [doi]
• Investigating How "Good" Characteristics' Presence Are Related with Questions' Performance: An Empirical Study on a Programming CommunityCleyton Caetano de Souza, José Remígio, Franck Aragão, Evandro Costa, Joseana Macêdo Fechine. 289-294 [doi]
• A Novel Context-Free Grammar to Guide the Construction of Particle Swarm Optimization AlgorithmsPéricles B. C. de Miranda, Ricardo B. C. Prudêncio. 295-300 [doi]
• Data Clustering Using Group Search Optimization with Alternative Fitness FunctionsLuciano D. S. Pacifico, Teresa Bernarda Ludermir. 301-306 [doi]
• An Unsupervised Particle Swarm Optimization Approach for Opinion ClusteringEllen Souza, Adriano L. I. Oliveira, Gustavo Oliveira, Alisson Silva, Diego-Santos. 307-312 [doi]
• Tabu Search with Ejection Chain for the Biobjective Adjacent-Only Quadratic Spanning TreeSílvia M. D. M. Maia, Elizabeth Ferreira Gouvea Goldbarg, Lucas D. M. dos S. Pinheiro, Marco César Goldbarg. 313-318 [doi]
• Novelty Detection Based on Genuine Normal and Artificially Generated Novelty ExamplesGeorge Gomes Cabral, Adriano Lorena Inacio de Oliveira. 319-324 [doi]
• A Pareto-Based Symbiotic Relationships Model for Unconstrained Continuous OptimizationLeanderson André, Rafael Stubs Parpinelli. 325-330 [doi]
• An Ontology for Property Crime Based on Events from UFO-B Foundational OntologyCleyton Mário de Oliveira Rodrigues, Frederico Luiz Gonçalves de Freitas, Ryan Ribeiro de Azevedo. 331-336 [doi]
• Markov Decision Processes Specified by Probabilistic Logic Programming: Representation and SolutionThiago P. Bueno, Denis Deratani Mauá, Leliane N. de Barros, Fábio Gagliardi Cozman. 337-342 [doi]
• A Module-Based Approach for Evaluating Differential Genome-Wide Expression ProfilesJose Flavio de S. Dias, Ronnie Alves, Therese Commes. 343-348 [doi]
• Finding Inference Rules Using Graph Mining in Ontological Knowledge BasesLucas Fonseca Navarro, Estevam R. Hruschka Jr., Ana Paula Appel. 349-354 [doi]
• Authorship Attribution via Network Motifs IdentificationVanessa Queiroz Marinho, Graeme Hirst, Diego Raphael Amancio. 355-360 [doi]
• SSDP: A Simple Evolutionary Approach for Top-K Discriminative Patterns in High Dimensional DatabasesTarcisio Pontes, Renato Vimieiro, Teresa Bernarda Ludermir. 361-366 [doi]
• A Proposal for Tuning the Alpha Parameter in a Copula Function Applied in Fuzzy Rule-Based Classification SystemsGiancarlo Lucca, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, José Antonio Sanz, Humberto Bustince. 367-372 [doi]
• A Comparative Study of Group Profiling Techniques in Co-authorship NetworksJoao Emanoel Ambrosio Gomes, Ricardo B. C. Prudêncio, André C. A. Nascimento. 373-378 [doi]
• Fusion Approaches of Feature Selection Algorithms for Classification ProblemsJhoseph Jesus, Daniel Araújo, Anne Canuto. 379-384 [doi]
• A Meta-Learning Method to Select Under-Sampling Algorithms for Imbalanced Data SetsRomero F. A. B. de Morais, Péricles B. C. de Miranda, Ricardo M. A. Silva. 385-390 [doi]
• Towards Fixation Prediction: A Nonparametric Estimation-Based Approach through Key-PointsSaulo A. F. Oliveira, Ajalmar R. da Rocha Neto, João Paulo Pordeus Gomes. 391-396 [doi]
• Efficient Minimal Learning Machines with Reject OptionAdonias C. de Oliveira, João Paulo Pordeus Gomes, Ajalmar R. da Rocha Neto, Amauri H. de Souza. 397-402 [doi]
• A Concept-Based Integer Linear Programming Approach for Single-Document SummarizationHilário Oliveira, Rinaldo Lima, Rafael Dueire Lins, Fred Freitas, Marcelo Riss, Steven J. Simske. 403-408 [doi]
• Physical Topology Design of Optical Networks Aided by Many-Objective Optimization AlgorithmsElliackin M. N. Figueiredo, Danilo R. B. Araujo, Carmelo J. A. Bastos Filho, Teresa Bernarda Ludermir. 409-414 [doi]
• A New Estimation Distributed Algorithm Applied to a Many-Objective Discrete Optimization ProblemGlauber Botelho, Andre Britto, Leila Silva. 415-420 [doi]
• A Dynamic Gesture Recognition System to Translate between Sign Languages in Complex BackgroundsDavi Hirafuji Neiva, Cleber Zanchettin. 421-426 [doi]
• BaNHFaP: A Bayesian Network Based Failure Prediction Approach for Hard Disk DrivesIago C. Chaves, Manoel Rui P. de Paula, Lucas G. M. Leite, Lucas P. Queiroz, João Paulo Pordeus Gomes, Javam C. Machado. 427-432 [doi]
• Shrinkage k-Means: A Clustering Algorithm Based on the James-Stein EstimatorFilipe F. R. Damasceno, Marcelo B. A. Veras, Diego Parente Paiva Mesquita, João Paulo Pordeus Gomes, Carlos Eduardo Fisch de Brito. 433-437 [doi]
• Multiagent Circumnavigation by Reactive Decentralized AlgorithmEdson Elizeu da Silva, Luiz Antonio Celiberto Jr., Robson Santos Franca. 438-443 [doi]
• Ensembles with Clustering-and-Selection Model Using Evolutionary AlgorithmsLeandro Maciel Almeida, Pedro Sereno Galvao. 444-449 [doi]
• Building Ensembles with Classifier Selection Using Self-Organizing MapsLeandro Maciel Almeida, Cleber Zanchettin, Hilton Pintor Bezerra Leite. 450-455 [doi]
• Automated Left Ventricle Posterior Wall Segmentation Using Kohonen Self-Organizing MapSalety Ferreira Baracho, Vinicius Veloso de Melo, Regina Célia Coelho. 456-461 [doi]
• Transforming Multi-agent Planning Into Single-Agent Planning Using Best-Cost StrategyLeonardo Henrique Moreira, Celia Ghedini Ralha. 462-467 [doi]
• On Validation Setup for Multiclass Imbalanced Data SetsEvandro J. R. Silva, Cleber Zanchettin. 468-473 [doi]
• ASAClu: Selecting Diverse and Relevant ClustersJoao Luis Baptista de Almeida, Tiemi Christine Sakata, Katti Faceli. 474-479 [doi]
• The Role of Discount Factor in Risk Sensitive Markov Decision ProcessesValdinei Freire. 480-485 [doi]
• Multi-class Emotions Classification by Sentic Levels as Features in Sentiment AnalysisAlex Marino Goncalves de Almeida, Sylvio Barbon, Emerson Cabrera Paraiso. 486-491 [doi]
• A Hybrid Strategy to Evolve Cellular Automata Rules with a Desired Dynamical Behavior Applied to the Task Scheduling ProblemTiago I. de Carvalho, Murillo Guimarães Carneiro, Gina Maira Barbosa de Oliveira. 492-497 [doi]
• First-Order Logic for Decision Problems with Preference AggregationArnaldo Araújo, Ana Teresa Martins, Davi Romero. 498-503 [doi]