The Community for Technology Leaders
Neural Networks, Brazilian Symposium on (2006)
Ribeirao Preto, SP, Brazil
Oct. 23, 2006 to Oct. 27, 2006
ISBN: 0-7695-2680-2
TABLE OF CONTENTS
Introduction

SBRN2006 Reviewers (PDF)

pp. xiii-xiv

Foreword (PDF)

pp. x
Introduction

SBRN2006 Committees (PDF)

pp. xi-xii
Papers

An Adaptive Algorithm Based On The Sigmoidal Function (Abstract)

Allan K. Barros , Federal University of Maranhao, Brazil
Ewaldo Santana , Federal University of C. Grande., Federal University of Maranhao, Brazil
Jos?e C. Principe , University of Florida, USA
R. C. S. Freire , Federal University of C. Grande, Brazil
pp. 1-5

An Analysis Of PSO Hybrid Algorithms For Feed-Forward Neural Networks Training (Abstract)

Teresa B. Ludermir , Federal University of Pernambuco, Brazil
Marcio Carvalho , Federal University of Pernambuco, Brazil
pp. 6-11

Applying Weights in the Functioning of the Dynamic Classifier Selection Method (Abstract)

Diogo Fagundes , Federal University of Rio Grande do Norte(UFRN), Brazil
Anne Canuto , Federal University of Rio Grande do Norte(UFRN), Brazil
pp. 12-17

Cellular Automata-Based Scheduling: A New Approach to Improve Generalization Ability of Evolved Rules (Abstract)

Gina Maira Barbosa de Oliveira , Universidade Federal de Uberlandia, Brazil
Paulo Moises Vidica , Universidade Federal de Uberlandia, Brazil
pp. 18-23

Classification of Normal, Benign and Malignant Tissues Using Co-occurrence Matrix and Bayesian Neural Network in Mammographic Images (Abstract)

Leonardo de O. Martins , Universidade Federal do Maranhao - UFMA, Brazil
Alcione M. dos Santos , Nucleo de Estatistica e Informatica do Hospital Universitario - UFMA, Brazil
Anselmo C. Paiva , Universidade Federal do Maranhao - UFMA, Brazil
Aristofanes C. Silva , Universidade Federal do Maranhao - UFMA, Brazil
pp. 24-29

A Dynamic Classifier Selection Method to Build Ensembles using Accuracy and Diversity (Abstract)

Alixandre Santana , Federal University of Rio Grande do Norte (UFRN), Brazil
Marcilio C P de Souto , Federal University of Rio Grande do Norte (UFRN), Brazil
Anne M P Canuto , Federal University of Rio Grande do Norte (UFRN), Brazil
Rodrigo G F Soares , Federal University of Rio Grande do Norte (UFRN), Brazil
pp. 36-41

A dynamical clustering method for symbolic interval data based on a single adaptive Euclidean distance (Abstract)

Lucas X.T. Bezerra , Centro de Informatica - CIn / UFPE, Cidade Universitaria, Brazil
Renata M.C.R. de Souza , Centro de Informatica - CIn / UFPE, Cidade Universitaria, Brazil
Francisco de A.T. de Carvalho , Centro de Informatica - CIn / UFPE, Cidade Universitaria, Brazil
pp. 42-47

EFuNN Ensembles Construction Using CONE with Multi-objective GA (Abstract)

Fernanda L. Minku , Federal University of Pernambuco, Brazil
Teresa B. Ludermir , Federal University of Pernambuco, Brazil
pp. 48-53

Evolutionary Algorithm for 3D Object Reconstruction from Images (Abstract)

Hansenclever F. Bassani , Federal University of Pernambuco, Brazil
Renata L. M. E. do Rego , Federal University of Pernambuco, Brazil
Fernando Buarque de Lima Neto , University of Pernambuco, Brazil
Alu?zio F. R. Ara? , Federal University of Pernambuco, Brazil
pp. 54-59

GA Optimization of OBF TS Fuzzy Models with Linear and Non Linear Local Models (Abstract)

Wagner C. Amaral , State University of Campinas, Brazil
Anderson V. Medeiros , State University of Campinas, Brazil
Ricardo J. G. B. Campello , Catholic University of Santos, Brazil
pp. 66-71

Hamming Net and LVQ Neural Networks for Classification of Computer Network Attacks: A Comparative Analysis (Abstract)

Adriana C. Ferrari dos Santos , Instituto Nacional de Pesquisas Espaciais, Brazil
L?lia de S? Silva , Instituto Nacional de Pesquisas Espaciais, Brazil
Jos? Dem?sio da Silva Sim? , Instituto Nacional de Pesquisas Espaciais, Brazil
Antonio Montes , Centro de Pesquisas Renato Archer - CenPRA, Brazil
pp. 72-77

A Hierarchical Memory Model for Conscious and Unconscious Mental Processes (Abstract)

Raul Donangelo , Universidade do Estado do Rio de Janeiro, Brazil
Roseli S. Wedemann , Universidade do Estado do Rio de Janeiro, Brazil
Luis Alfredo Vidal de Carvalho , Universidade do Estado do Rio de Janeiro, Brazil
pp. 78-83

Hybrid Genetic Algorithm Applied to the Determination of the Optimal Operation of Hydrothermal Systems (Abstract)

Adriano A. F. M. Carneiro , University of Sao Paulo, Brazil
Patricia T. Leite , Intitute of Technology for Development Lactec, Brazil
Andre C. P. L. F. Carvalho , University of Sao Paulo, Brazil
pp. 84-89

A Hybrid SOM-Based Document Organization System (Abstract)

Renato Fernandes Corr? , Pernambuco University, Brazil; Federal University of Pernambuco, Brazil
Teresa Bernarda Ludermir , Federal University of Pernambuco, Brazil
pp. 90-95

The Influence of Different Cost Functions in Global Optimization Techniques (Abstract)

Teresa B. Ludermir , Federal University of Pernambuco, Brazil
Cleber Zanchettin , Federal University of Pernambuco, Brazil
pp. 96-101

Integrating Planning and a Rule-Based System for Controlling a Robot Soccer Team (Abstract)

Edson Prestes , Depto. de Informatica Teorica, II/UFRGS, Brazil
Gedson Faria , Depto. de Ciencias de Computacao, ICMC/USP, Brazil
Roseli A. F. Romero , Depto. de Ciencias de Computacao, ICMC/USP, Brazil
pp. 102-107

Lattice Synchronization of Neural Oscillators for Scene Segmentation (Abstract)

Liang Zhao , Universidade de Sao Paulo, Brazil
pp. 108-112

LearningWeights for Linear Combination of Forecasting Methods (Abstract)

Ricardo B. C. Prudencio , Federal University of Pernambuco, Brazil
Teresa B. Ludermir , Federal University of Pernambuco, Brazil
pp. 113-118

LIBRAS Signals Recognition: a study with Learning Vector Quantization and Bit Signature (Abstract)

Denise Veronez , State University of Western Parana, Brazil
Franklin Cesar Flores , State University of Maringa, Brazil
Sarajane Marques Peres , State University of Maringa, Brazil
Carlos Jose Maria Olguin , State University of Western Parana, Brazil
pp. 119-124

Linear Regression Methods to Predict Interval-Valued Data (Abstract)

Francisco de A.T. de Carvalho , Centro de Informatica - CIn / UFPE, Cidade Universitaria, Brazil
Lucas X.T. Bezerra , Centro de Informatica - CIn / UFPE, Cidade Universitaria, Brazil
Eufrasio A. Lima Neto , Centro de Informatica - CIn / UFPE, Cidade Universitaria, Brazil
pp. 125-130

Multiclass SVM Design and Parameter Selection with Genetic Algorithms (Abstract)

Andre C. P. L. F. de Carvalho , Depto. de Ciencias de Computacao, CMC-USP, Brazil
Ana Carolina Lorena , Depto. de Ciencias de Computacao, CMC-USP, Brazil
pp. 131-136

A Multi-Start Simulated Annealing Algorithm for the Vehicle Routing Problem with Time Windows (Abstract)

Guilherme Bastos Alvarenga , Federal University of Lavras, Brazil
Humberto C?sar Brand?o de Oliveira , Federal University of Pernambuco, Brazil
Germano Crispim Vasconcelos , Federal University of Pernambuco, Brazil
pp. 137-142

A Neural Key Generator for a Public Block Cipher (Abstract)

Carlos Paz de Araujo , University of Colorado, USA
Ana Maria G. Guerreiro , Rio Grande do Norte Federal University, Brazil
pp. 143-147

Neural Networks Applied to Gait Control of Physically Based Simulated Robots (Abstract)

Fernando Santos Osorio , Universidade do Vale do Rio dos Sinos (UNISINOS), Brazil
Milton Roberto Heinen , Universidade do Vale do Rio dos Sinos (UNISINOS), Brazil
pp. 148-153

A Neuro-Fuzzy-Based Agent System with Data Distribution among the Agents for Classification Tasks (Abstract)

Anne M P Canuto , Federal University of Rio Grande do Norte (UFRN), Brazil
Laura Emmanuella O Santana , Federal University of Rio Grande do Norte (UFRN), Brazil
Marjory C C Abreu , Federal University of Rio Grande do Norte (UFRN), Brazil
pp. 154-159

A New Look at Nonlinear Time Series Prediction with NARX Recurrent Neural Network (Abstract)

Guilherme A. Barreto , Federal University of Ceara, Brazil
Jose M. P. Menezes Jr. , Federal University of Ceara, Brazil
pp. 160-165

Optical Digit Recognition for Images of Handwritten Historical Documents (Abstract)

V.M.O.Alves Alves , University of Pernambuco, Brazil
A.L.I. Oliveira , University of Pernambuco, Brazil
C.A.B. Mello , University of Pernambuco, Brazil
E.R. Silva Jr , University of Pernambuco, Brazil
pp. 166-171

Pathological Electroencephalographic Signals Classification by Using Multi-Resolution Analysis and Neural Network (Abstract)

?ngela A. de S? , Universidade Federal de Roraima, Brazil
F?bio J. Parreira , Universidade Federal de Uberl?ndia, Brazil; Universidade Federal de Roraima, Brazil
J. B. Destro-Filho , Universidade Federal de Uberl?ndia, Brazil
Keiji Yamanaka , Universidade Federal de Uberl?ndia, Brazil
pp. 172-177

A Pulse-Coupled Neural Network as A Simplified Bottom-Up Visual Attention Model (Abstract)

Marcos Quiles , University of Sao Paulo, Brazil
Roseli Romero , University of Sao Paulo, Brazil
Liang Zhao , University of Sao Paulo, Brazil
pp. 178-183

Some typical classes of t-norms and the 1-Lipschitz Condition (Abstract)

Benjamin Callejas Bedregal , Federal University of Rio Grande do Norte, Brazil
Ivan Pan , Federal University of Rio Grande do Sul, Brazil
pp. 184-189

Space-vector structure based synthesis for hierarchically coupled associative memories (Abstract)

Alcir G. Reis , Centro Federal de Educacao Tecnologica de Minas Gerais, Brazil
Rogerio M. Gomes , Centro Federal de Educacao Tecnologica de Minas Gerais, Brazil
Henrique E. Borges , Centro Federal de Educacao Tecnologica de Minas Gerais, Brazil
J. L. Acebal , Centro Federal de Educacao Tecnologica de Minas Gerais, Brazil
pp. 190-195

Storage capacity of hierarchically coupled associative memories (Abstract)

Antonio P. Braga , PPGEE-UFMG - LITC, Brazil
Rogerio M. Gomes , CEFET/MG - LSI, Brazil
Henrique E. Borges , CEFET/MG - LSI, Brazil
pp. 196-201

Symbolic interval time series forecasting using a hybrid model (Abstract)

Francisco de A.T. de Carvalho , Centro de Informatica - CIn / UFPE, Cidade Universitaria, Brazil
Teresa B. Ludermir , Centro de Informatica - CIn / UFPE, Cidade Universitaria, Brazil
Andre Luiz S. Maia , Centro de Informatica - CIn / UFPE, Cidade Universitaria, Brazil
pp. 202-207

Using Neural Networks to Evaluate the Effectiveness of a new Seismic Fault Attribute (Abstract)

Pedro M?rio Silva , DI/PUC-Rio, Brazil
Marcelo Gattass , DI/PUC-Rio, Brazil
Marcos Machado , Petrobras, Brazil; DI/PUC-Rio, Brazil
Marley Vellasco , EE/PUC-Rio, Brazil
pp. 208-213
Author Index

Author Index (PDF)

pp. 220-223
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