Table of Contents

• Superposition Based Learning AlgorithmAdenilton J. da Silva, Teresa Bernarda Ludermir, Wilson Rosa de Oliveira. 1-6 [doi]
• A Note on Sample Complexity of Learning Binary Output Neural Networks under Fixed Input DistributionsVladimir Pestov. 7-12 [doi]
• A Comparative Study on the Use of Correlation Coefficients for Redundant Feature EliminationPablo A. Jaskowiak, Ricardo J. G. B. Campello, Thiago F. Covoes, Eduardo R. Hruschka. 13-18 [doi]
• Estimating the Number of Hidden Neurons of the MLP Using Singular Value Decomposition and Principal Components Analysis: A Novel ApproachJosé Daniel A. Santos, Guilherme De A. Barreto, Cláudio M. S. Medeiros. 19-24 [doi]
• IPNN: An Incremental Probabilistic Neural Network for Function Approximation and Regression TasksMilton Roberto Heinen, Paulo Martins Engel. 25-30 [doi]
• Self-Organizing Maps Applied to Information Retrieval of Dissertations and Theses from BDTD-UFPERenato Fernandes Corrêa, Bruno Florencio Pinheiro. 31-36 [doi]
• Visual Interpretation of Self Organizing MapsEdson C. Kitani, Emílio Del Moral Hernandez, Carlos E. Thomaz, L. A. da Silva. 37-42 [doi]
• Emergence of Neuronal Groups on a Self-Organized Spiking Neurons Network Based on Genetic AlgorithmGabriela E. Soares, Henrique E. Borges, Rogério M. Gomes, Geraldo Magela Couto Oliveira. 43-48 [doi]
• Improvements in the Partitions Selection Strategy for Set of Clustering SolutionsTiemi C. Sakata, Katti Faceli, Marcílio Carlos Pereira de Souto, André Carlos Ponce Leon Ferreira de Carvalho. 49-54 [doi]
• Enhancing Performance of Cancellable Fingerprint Biometrics Using Classifier EnsemblesAnne M. P. Canuto, Fernando Pintro, Antonino Feitosa Neto, Michael C. Fairhurst. 55-60 [doi]
• Static and Dynamic Weights in Ensemble Systems Built by Class-Based Feature Selection MethodsKarliane O. Vale, Antonino Feitosa Neto, Anne M. P. Canuto, Filipe G. Dias. 61-66 [doi]
• Local Feature Selection for Generation of Ensembles in Text ClusteringMarcelo Nunes Ribeiro, Ricardo Bastos Cavalcante Prudêncio. 67-72 [doi]
• Using Meta-learning to Classify Traveling Salesman ProblemsJorge Kanda, André Carlos Ponce Leon Ferreira de Carvalho, Eduardo R. Hruschka, Carlos Soares. 73-78 [doi]
• Combining Meta-learning and Search Techniques to SVM Parameter SelectionTaciana A. F. Gomes, Ricardo Bastos Cavalcante Prudêncio, Carlos Soares, André L. D. Rossi, André Carlos Ponce Leon Ferreira de Carvalho. 79-84 [doi]
• On the Complexity of Gene Marker SelectionAna Carolina Lorena, Newton Spolaôr, Ivan G. Costa, Marcilio C. P. Souto. 85-90 [doi]
• Inferring Genetic Regulatory Networks with an Hierarchical Bayesian Model and a Parallel Sampling AlgorithmM. R. Mendoza, Adriano Velasque Werhli. 91-96 [doi]
• Identifying Abnormal Nodes in Protein-Protein Interaction NetworksBilzã Araújo, Francisco Aparecido Rodrigues, Thiago C. Silva, Liang Zhao. 97-102 [doi]
• Localization of Salient Objects in Scenes through Visual AttentionAlcides X. Benicasa, Roseli A. F. Romero. 103-108 [doi]
• Reinforcement Learning Method for BioAgentsCélia Ghedini Ralha, Hugo W. Schneider, Maria Emilia M. T. Walter, A. L. Cetertich Bazzan. 109-114 [doi]
• Very Short-Term Load Forecasting Using a Hybrid Neuro-fuzzy ApproachLuciano Carli Moreira de Andrade, Ivan Nunes da Silva. 115-120 [doi]
• Artificial Neural Network for Predicting Extreme Sea Level Variation Associated with Severe StormsMarilia M. F. de Oliveira, Nelson F. F. Ebecken, Jorge L. F. de Oliveira, Luis Manoel Paiva Nunes. 121-126 [doi]
• Evolving Arbitrarily Connected Feedforward Neural Networks via Genetic AlgorithmsWilfredo J. Puma-Villanueva, Fernando J. Von Zuben. 127-132 [doi]
• Assessing Stock Market Time Series Predictors Quality through a Pairs Trading SystemPaulo Gomide, Ruy Luiz Milidiú. 133-139 [doi]
• The Control of Dominance Area in Particle Swarm Optimization Algorithms for Many-Objective ProblemsAndre B. de Carvalho, Aurora Pozo. 140-145 [doi]
• Use of Multiobjective Genetic Algorithms in Feature SelectionNewton Spolaôr, Ana Carolina Lorena, Huei Diana Lee. 146-151 [doi]
• Many-Objective Evolutionary Algorithms in the Composition of Web ServicesArion de Campos Jr., Aurora T. R. Pozo, Silvia Regina Vergilio, Taylor Savegnago. 152-157 [doi]
• Algorithms to Augment Diversity and Convergence in Multiobjective Multicast Flow RoutingMarcos L. P. Bueno, Gina M. B. Oliveira. 158-163 [doi]
• Biogeography-Based Optimization Combined with Predator-Prey Approach Applied to Economic Load DispatchMarsil de Athayde Costa e. Silva, Leandro dos Santos Coelho. 164-169 [doi]
• A Performance Analysis of Mono and Multi-objective Evolutionary Algorithms Assisted by Meta-modelingLeonardo da C. Brito, Ciro Jasé A. Macedo, Adson Silva Rocha, Paulo Henrique Portela de Carvalho. 170-175 [doi]
• An Application of the Ant Colony System Metaheuristic to the Vehicle Routing Problem with Pickup and Delivery and Time WindowsEduardo Goecking Carabetti, Sérgio Ricardo de Souza, Marcelo Caramuru Pimentel Fraga, Pedro Henrique Antonacci Gama. 176-181 [doi]
• An Evolving System Based on Probabilistic Neural NetworkPatrick Marques Ciarelli, Evandro O. T. Salles, Elias Oliveira. 182-187 [doi]
• An Evaluation of Rule-Based Classification Models Induced by a Fuzzy Method and Two Classic Learning AlgorithmsMarcos Evandro Cintra, Maria Carolina Monard, Heloisa de Arruda Camargo. 188-193 [doi]
• Genetic Interval Type-2 Fuzzy Classifier Generation: A Comparative ApproachAdinovam H. M. Pimenta, Heloisa de Arruda Camargo. 194-199 [doi]
• A New Class of Implicative Fuzzy Associative Memories for the Reconstruction of Gray-Scale Images Corrupted by Salt and Pepper NoiseMarcos Eduardo Valle. 200-205 [doi]
• Multiple-Model Identification Using ANFIS for Nonlinear SystemsMarconi Câmara Rodrigues, Fábio Meneghetti Ugulino de Araújo, André Laurindo Maitelli. 206-211 [doi]
• Reinforcement Learning for Controlling a Coupled Tank System Based on the Scheduling of Different ControllersAnthony A. R. Diniz, Paulo R. M. Pires, Jorge Dantas de Melo, Adrião Duarte Dória Neto, Armando J. J. L. Filho, Sérgio M. Kanazava. 212-216 [doi]
• Use of Evolutionary Robots as an Auxiliary Tool for Developing Behavioral Models of Rats in an Elevated Plus-MazeHelder K. Shimo, Antônio C. Roque-da-Silva, Renato Tinós, Julian Tejada, Silvio Morato. 217-222 [doi]
• Evolution Strategies with q-Gaussian Mutation for Dynamic Optimization ProblemsRenato Tinós, Shengxiang Yang. 223-228 [doi]
• Clonal Selection Algorithm with Oppositional Approach Applied to Trajectory Planning of a Robotic ManipulatorDaniel Cavalcanti Jeronymo, Yuri Cássio Campbell Borges, Leandro dos Santos Coelho. 229-234 [doi]
• Applying a Discrete Particle Swarm Optimization Algorithm to Combinatorial ProblemsMatheus Rosendo, Aurora Pozo. 235-240 [doi]
• A Local Search Algorithm Based on Clonal Selection and Genetic Mutation for Global OptimizationOmar Andres Carmona Cortes, Josenildo Costa da Silva. 241-246 [doi]
• Hybrid Systems to Select Variables for Time Series Forecasting Using MLP and Search AlgorithmsIvna Valença, Teresa Bernarda Ludermir, Mêuser Jorge Silva Valença. 247-252 [doi]
• Hierarchical Multilabel Classification Using Top-Down Label Combination and Artificial Neural NetworksRicardo Cerri, André Carlos Ponce Leon Ferreira de Carvalho. 253-258 [doi]
• A Weightless Neural Node Based on a Probabilistic Quantum MemoryAdenilton J. da Silva, Wilson Rosa de Oliveira, Teresa Bernarda Ludermir. 259-264 [doi]