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Neural Networks, Brazilian Symposium on

Oct. 20 2012 to Oct. 25 2012

Curitiba, Parana, Brazil Brazil

ISSN: 1522-4899

ISBN: 978-1-4673-2641-4

Table of Contents

Papers
[Back cover]Freely available from IEEE.pp. C4
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[Title Page i]Freely available from IEEE.pp. i
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[Title page iii]Freely available from IEEE.pp. iii
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[Copyright notice]Freely available from IEEE.pp. iv
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Table of contentsFreely available from IEEE.pp. v-ix
PrefaceFreely available from IEEE.pp. x-x
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Organizing CommitteeFreely available from IEEE.pp. xi
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Program CommitteeFreely available from IEEE.pp. xii-xiii
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ReviewersFreely available from IEEE.pp. xiv-xvi
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Combining Meta-Learning with Multi-objective Particle Swarm Algorithms for SVM Parameter Selection: An Experimental AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 1-6
by Pericles B.C. Miranda, Ricardo B.C. Prudencio, Andre C.P.L.F. Carvalho, Carlos Soares
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Meta-Learning for Periodic Algorithm Selection in Time-Changing DataFull-text access may be available. Sign in or learn about subscription options.pp. 7-12
by Andre Luis Debiaso Rossi, Andre C.P.L.F. Carvalho, Carlos Soares
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A Study on Class Noise Detection and EliminationFull-text access may be available. Sign in or learn about subscription options.pp. 13-18
by Luis Paulo F. Garcia, Ana Carolina Lorena, Andre C.P.L.F. Carvalho
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Negative Selection with High-Dimensional Support for Keystroke DynamicsFull-text access may be available. Sign in or learn about subscription options.pp. 19-24
by Paulo Henrique Pisani, Ana Carolina Lorena
Variable-Wise Kernel-Based Clustering Algorithms for Interval-Valued DataFull-text access may be available. Sign in or learn about subscription options.pp. 25-30
by Francisco de A T de Carvalho, Gibson B.N. Barbosa, Marcelo R.P. Ferreira
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An Energy Exchanging Mechanism for Data ClusteringFull-text access may be available. Sign in or learn about subscription options.pp. 31-36
by Roberto Alves Gueleri, Liang Zhao
A Density-Based Clustering Approach for Behavior Change Detection in Data StreamsFull-text access may be available. Sign in or learn about subscription options.pp. 37-42
by Rosane M.M. Vallim, José A. Andrade Filho, André C.P.L.F. de Carvalho, João Gama
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Combining Information from Distributed Evolutionary k-MeansFull-text access may be available. Sign in or learn about subscription options.pp. 43-48
by Murilo Coelho Naldi, Ricardo Jose Gabrielli Barreto Campello
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A Comparison of External Clustering Evaluation Indices in the Context of Imbalanced Data SetsFull-text access may be available. Sign in or learn about subscription options.pp. 49-54
by Marcilio C.P. de Souto, Andre L.V. Coelho, Katti Faceli, Tiemi C. Sakata, Viviane Bonadia, Ivan G. Costa
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On the Ensemble Prediction of Gene Regulatory Networks: A Comparative StudyFull-text access may be available. Sign in or learn about subscription options.pp. 55-60
by Mariana R. Mendoza, Ana L.C. Bazzan
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Predicting Gene Functions Using Semi-supervised Clustering Algorithms with Objective Function OptimizationFull-text access may be available. Sign in or learn about subscription options.pp. 61-66
by Valmir Macario, Ivan G. Costa, Joao F.L. Oliveira, Francisco de_A.T. de Carvalho
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An Epsilon-Greedy Mutation Operator Based on Prior Knowledge for GA Convergence and Accuracy Improvement: An Application to Networks InferenceFull-text access may be available. Sign in or learn about subscription options.pp. 67-72
by Mariana R. Mendoza, Adriano V. Werhli, Ana L.C. Bazzan
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A Semi-supervised Approach to Estimate the Number of Clusters per ClassFull-text access may be available. Sign in or learn about subscription options.pp. 73-78
by Davidson M. Sestaro, Thiago F. Covoes, Eduardo R. Hruschka
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Particle Competition and Cooperation to Prevent Error Propagation from Mislabeled Data in Semi-supervised LearningFull-text access may be available. Sign in or learn about subscription options.pp. 79-84
by Fabricio Breve, Liang Zhao
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Robustness Analysis of Network-Based Semi-supervised Learning AlgorithmsFull-text access may be available. Sign in or learn about subscription options.pp. 85-90
by Bilza Araujo, Liang Zhao
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Using Interacting Forces to Perform Semi-supervised LearningFull-text access may be available. Sign in or learn about subscription options.pp. 91-96
by Thiago H. Cupertino, Liang Zhao
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Firing Activity Induced by Nonidentical Signal Phases in Two Coupled Excitable NeuronsFull-text access may be available. Sign in or learn about subscription options.pp. 97-101
by Xiaoming Liang, Liang Zhao
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On the Universality of Quantum Logical Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 102-106
by Adenilton J. da Silva, Teresa B. Ludermir, Wilson R. de Oliveira
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Hardware/Software Co-design Implementation of On-Chip BackpropagationFull-text access may be available. Sign in or learn about subscription options.pp. 107-112
by Mauricio A. Dias, Fernando S. Osorio, Denis Wolf
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A Hybrid RNN Model for Cursive Offline Handwriting RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 113-118
by Byron Leite Dantas Bezerra, Cleber Zanchettin, Vinicius Braga de Andrade
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Recurrent Self-Organizing Maps for Recognition of Grasp Sequence of MovementsFull-text access may be available. Sign in or learn about subscription options.pp. 119-124
by Paulo Henrique Muniz Ferreira, Aluizio Fausto Ribeiro Araujo
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On-Line Learning Using a Connectionist Controller for Simulated Robot SoccerFull-text access may be available. Sign in or learn about subscription options.pp. 125-130
by Christian Northfleet, Paulo Martins Engel, Milton Roberto Heinen
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Learning Abstract Behaviors with the Hierarchical Incremental Gaussian Mixture NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 131-135
by Renato de Pontes Pereira, Paulo Martins Engel, Rafael C. Pinto
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Self-Organizing Mapping of Robotic Environments Based on Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 136-141
by Monica Figueiredo, Silvia Botelho, Paulo Drews, Celina Haffele
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SCAS-IS: Knowledge Extraction and Reuse in Multiprocessor Task Scheduling Based on Cellular AutomataFull-text access may be available. Sign in or learn about subscription options.pp. 142-147
by Murillo G. Carneiro, Gina M.B. Oliveira
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Performance Comparison of Parameter Variation Operators in Self-Adaptive Differential Evolution AlgorithmsFull-text access may be available. Sign in or learn about subscription options.pp. 148-153
by Rodrigo C. Pedrosa Silva, Rodolfo A. Lopes, Alan R.R. Freitas, Frederico G. Guimaraes
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Multiobjective Genetic Optimization of Fuzzy Partitions and T-Norm Parameters in Fuzzy ClassifiersFull-text access may be available. Sign in or learn about subscription options.pp. 154-159
by Edward Hinojosa Cardenas, Heloisa A. Carmago
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A Multi-agent Approach to the Adaptation of Migration Topology in Island Model Evolutionary AlgorithmsFull-text access may be available. Sign in or learn about subscription options.pp. 160-165
by Rodolfo A. Lopes, Rodrigo C. Pedrosa Silva, Felipe Campelo, Frederico G. Guimaraes
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I-MOPSO: A Suitable PSO Algorithm for Many-Objective OptimizationFull-text access may be available. Sign in or learn about subscription options.pp. 166-171
by Andre Britto, Aurora Pozo
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Self-Controlling Dominance Particle Swarm OptimizationFull-text access may be available. Sign in or learn about subscription options.pp. 172-177
by O. R. Castro, A. Britto, A. Pozo
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Effect of the PSO Topologies on the Performance of the PSO-ELMFull-text access may be available. Sign in or learn about subscription options.pp. 178-183
by Elliackin M.N. Figueiredo, Teresa B. Ludermir
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Particle Swarm Optimization Applied to the Dynamic Allocation ProblemFull-text access may be available. Sign in or learn about subscription options.pp. 184-189
by Jean L. Pierobom, Myriam R. Delgado, Celso A.A. Kaestner
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Evolving Neural Networks Using Differential Evolution with Neighborhood-Based Mutation and Simple Subpopulation SchemeFull-text access may be available. Sign in or learn about subscription options.pp. 190-195
by Nicole L. Mineu, Adenilton J. da Silva, Teresa B. Ludermir
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Extreme Learning for Evolving Hybrid Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 196-201
by Fernando Bordignon, Fernando Gomide
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An Experimental Study of Ensemble Systems on Cancellable IrisFull-text access may be available. Sign in or learn about subscription options.pp. 202-207
by Fernando Pintro, Anne M.P. Canuto
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A Multiagent Approach for Metaheuristics Hybridization Applied to the Traveling Salesman ProblemFull-text access may be available. Sign in or learn about subscription options.pp. 208-213
by Givanaldo R. Souza, Elizabeth F.G. Goldbarg, Marco C. Goldbarg, Anne M.P. Canuto
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Electrical Transmission Lines Design through Integer Multiobjective Particle Swarm Optimization ApproachFull-text access may be available. Sign in or learn about subscription options.pp. 214-219
by Helon Vicente Hultmann Ayala, Leandro dos Santos Coelho, Fabio Alessandro Guerra, Mariana Cristina Coelho
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Harmony Search for Multi-objective OptimizationFull-text access may be available. Sign in or learn about subscription options.pp. 220-225
by Lucas M. Pavelski, Carolina P. Almeida, Richard A. Goncalves
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ADEMO/D: Adaptive Differential Evolution for Multiobjective ProblemsFull-text access may be available. Sign in or learn about subscription options.pp. 226-231
by Sandra M. Scos Venske, Richard A. Goncalves, Myriam R. Delgado
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Using Katz Centrality to Classify Multiple Pattern TransformationsFull-text access may be available. Sign in or learn about subscription options.pp. 232-237
by Thiago H. Cupertino, Liang Zhao
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An Object-Based Visual Selection Model with Bottom-Up and Top-Down ModulationsFull-text access may be available. Sign in or learn about subscription options.pp. 238-243
by Alcides X. Benicasa, Marcos G. Quiles, Liang Zhao, Roseli A.F. Romero
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A System Based on Swarm Particle Optimization to Extract Knowledge from Times Series DataFull-text access may be available. Sign in or learn about subscription options.pp. 244-249
by Henrique C.T. Santos, Gabriela I.L. Alves, Neilson F. de Lima, Paulo S.G. de Mattos Neto, Tiago A.E. Ferreira
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Author indexFreely available from IEEE.pp. 250-251
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[Publisher's information]Freely available from IEEE.pp. 252
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