Table of Contents

• A Methodology Using Neural Network to Cluster Validity Discovered from a Marketing DatabaseRenato José Sassi, Leandro Augusto da Silva, Emílio Del Moral Hernandez. 3-8 [doi]
• A Multi-objective Learning Algorithm for RBF Neural NetworkIllya Kokshenev, Antônio de Pádua Braga. 9-14 [doi]
• A Neural Network Generating Adaptive Rhythms for Controlling Behavior Based Robotic SystemsErnesto Burattini, Silvia Rossi, Massimo De Gregorio. 15-20 [doi]
• A Solution of Dynamic Vehicle Routing Problem with Time Window via Ant Colony System MetaheuristicSabrina Moreira de Oliveira, Sérgio Ricardo de Souza, Maria Amélia Lopes Silva. 21-26 [doi]
• A Strategyfor the Selection of Solutions of the Pareto Front Approximation in Multi-objective Clustering ApproachesKatti Faceli, Marcílio Carlos Pereira de Souto, André Carlos Ponce Leon Ferreira de Carvalho. 27-32 [doi]
• Adjusting Weights and Architecture of Neural Networks through PSO with Time-Varying Parameters and Early StoppingLamartine A. Teixeira, Felipe T. G. Oliveira, Adriano L. I. Oliveira, Carmelo J. A. Bastos Filho. 33-38 [doi]
• Applying Neural Networks to Control Gait of Simulated RobotsMilton Roberto Heinen, Fernando Santos Osório. 39-44 [doi]
• Applying Static and Dynamic Weight Measures in Ensemble SystemsRaul B. Paradeda, João Carlos Xavier Jr., Anne M. P. Canuto. 45-50 [doi]
• Automatic Information Extraction in Semi-structured Official JournalsValmir Macário Filho, Ricardo Bastos Cavalcante Prudêncio, Francisco de A. T. de Carvalho, Leandro R. Torres, Laerte Rodrigues Jr., Marcos G. Lima. 51-56 [doi]
• Bio-inspired Optimization Techniques for SVM Parameter TuningAndré Rossi, Luis Debiaso, André Carlos Ponce Leon Ferreira de Carvalho. 57-62 [doi]
• Combining Distances through an Auto-Encoder Network to Verify SignaturesMilena R. P. Souza, Leandro R. Almeida, George D. C. Cavalcanti. 63-68 [doi]
• Easy Efficiency-Enhancement Technique for the ECGAVinicius Veloso de Melo, Alexandre C. B. Delbem. 69-74 [doi]
• Error Entropy and Mean Square Error Minimization Algorithms for Neural Identification of Supercritical Extraction ProcessRosana Paula de Oliveira Soares, Adriana Rosa Garcez Castro, Roberto Célio Limão de Oliveira, Vladimiro Miranda. 75-80 [doi]
• GASpeech: A Framework for Automatically Estimating Input Parameters of Klatt s Speech SynthesizerJosé Borges, Igor Couto, Fabíola Oliveira, Tales Imbiriba, Aldebaro Klautau. 81-86 [doi]
• Hierarchical Agglomerative Clustering of Short-Circuit Faults in Transmission LinesClaudomir Cardoso, Yomara Pires, Jefferson Morais, Aldebaro Klautau. 87-92 [doi]
• Imitation Learning of an Intelligent Navigation System for Mobile Robots Using Reservoir ComputingEric A. Antonelo, Benjamin Schrauwen, Dirk Stroobandt. 93-98 [doi]
• Improving Support of Appropriate Executive Decisions by Combining Artificial Immune Systems and Fuzzy LogicBernardo J. B. Caldas, Flávio R. S. Oliveira, Fernando Buarque de Lima Neto. 99-104 [doi]
• Multi-label Text Categorization Using VG-RAM Weightless Neural NetworksClaudine Badue, Felipe Pedroni, Alberto Ferreira de Souza. 105-110 [doi]
• Multi-ring Particle Swarm OptimizationCarmelo J. A. Bastos Filho, Marcel P. Caraciolo, Péricles B. C. Miranda, Danilo F. Carvalho. 111-116 [doi]
• Neural Control Applied to the Problem of Trajectory Tracking of Mobile Robots with UncertaintiesNardênio A. Martins, Douglas Bertol, Warody C. Lombardi, Edson R. de Pieri, Maria M. Dias. 117-122 [doi]
• Neurons and Neural Fuzzy Networks Based on NullnormsMichel Hell, Fernando A. C. Gomide, Pyramo Costa Jr.. 123-128 [doi]
• Novelty Detection in Time Series Through Self-Organizing Networks: An Empirical Evaluation of Two Different ParadigmsLeonardo Aguayo, Guilherme De A. Barreto. 129-134 [doi]
• On Frequency Sensitive Competitive Learning for VQ Codebook DesignP. H. Espírito Santo, R. C. Albuquerque, D. C. Cunha, F. Madeiro. 135-140 [doi]
• Optimization of the Area under the ROC CurveCristiano Leite Castro, Antonio Padua Braga. 141-146 [doi]
• Quantum Logical Neural NetworksWilson Rosa de Oliveira, Adenilton J. Silva, Teresa Bernarda Ludermir, Amanda Leonel, Wilson R. Galindo, Jefferson C. C. Pereira. 147-152 [doi]
• Searching for a Cryptographic Model Based on the Pre-Image Calculus of Cellular AutomataHeverton B. Macêdo, Marcelo J. L. Lima, Gina M. B. Oliveira. 153-158 [doi]
• Segmented Overdetermined Nonlinear Independent Component Analysis for Online Neural FilteringEduardo F. Simas Filho, José Manoel de Seixas, Luiz Pereira Calôba. 159-164 [doi]
• Selecting Neural Network Forecasting Models Using the Zoomed-Ranking ApproachPatrícia M. Santos, Teresa Bernarda Ludermir, Ricardo Bastos Cavalcante Prudêncio. 165-170 [doi]
• Selection of Radial Basis Functions via Genetic Algorithms in Pattern Recognition ProblemsRenato Tinós, Luiz Otávio Murta Jr.. 171-176 [doi]
• Structural and Parametric Evolution of Continuous-Time Recurrent Neural NetworksCesar Gomes Miguel, Carolina Feher da Silva, Márcio Lobo Netto. 177-182 [doi]
• The Growing Self-Organizing Surface Map: ImprovementsVilson L. DalleMole, Aluizio F. R. Araújo. 183-188 [doi]
• Tree Decomposition of Multiclass ProblemsAna Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho. 189-194 [doi]
• Using a Probabilistic Neural Network for a Large Multi-label ProblemElias Oliveira, Patrick Marques Ciarelli, Alberto Ferreira de Souza, Claudine Badue. 195-200 [doi]
• Using Support Vector Machines to Predict the Performance of MLP Neural NetworksRicardo Bastos Cavalcante Prudêncio, Silvio B. Guerra, Teresa Bernarda Ludermir. 201-206 [doi]
• Weightless Neural Networks: Knowledge-Based Inference SystemTeresa Bernarda Ludermir, Marcílio Carlos Pereira de Souto, Wilson Rosa de Oliveira. 207-212 [doi]