CSDL - Proceedings S

Symposium Committees (PDF)

pp. x

Reviewers (PDF)

pp. xii

Invited Papers

NeuroSymbolic Processing: Non-Monotonic Operators and Their FPGA Implementation (Abstract)

E. Burattini, C.N.R.

M. de Gregorio, C.N.R.

G. Tamburrini, Universit? di Pisa

pp. 2

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Non-Linear Modelling and Chaotic Neural Networks (Abstract)

Antonia J. Jones, Cardiff University

Steve Margetts, Cardiff University

Peter Durrant, Universal Solutions McCann-Erickson

Alban P.M. Tsui, Cognos Ltd.

pp. 7

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Neural Computation: From Neuroscience to Technology and Back Again (Abstract)

J. Mira, UNED

A.E. Delgado, UNED

pp. 15

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Full Papers

Adaptation of Parameters of BP Algorithm Using Learning Automata (Abstract)

Hamid Beigy, Amirkabir University of Technology

M.R. Meybodi, Amirkabir University of Technology

pp. 24

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A Clustering Method for Improving the Global Search Capability of Genetic Algorithms (Abstract)

Leizer Schnitman, Instituto Tecnol?gico de Aeron?utica

Takashi Yoneyama, Instituto Tecnol?gico de Aeron?utica

pp. 32

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An Efficient Implementation of a Learning Method for Mamdani Fuzzy Models (Abstract)

Leizer Schnitman, Instituto Tecnol?gico de Aeron?utica

Takashi Yoneyama, Instituto Tecnol?gico de Aeron?utica

pp. 38

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A Chemical Reactor Benchmark for Parallel Adaptive Control Using Feedforward Neural Networks (Abstract)

Daniel Oliveira Cajueiro, Instituto Tecnol?gico de Aeron?utica

Elder Moreira Hemerly, Instituto Tecnol?gico de Aeron?utica

pp. 44

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Neural Network-Based Controllers for Mobile Robot (Abstract)

Celso de Sousa Júnior, Instituto Tecnol?gico de Aeron?utica

Elder Moreira Hemerly, Instituto Tecnol?gico de Aeron?utica

pp. 50

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Scalars, A Way to Improve the Multi-Objective Prediction of the GAdC-Method (Abstract)

Dirk Devogelaere, K.U.Leuven

Marcel Rijckaert, K.U.Leuven

pp. 56

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Extraction of Statistically Dependent Sources with Temporal Structure (Abstract)

Allan Kardec Barros, Universidade Federal do Maranhao and RIKEN

Andrzej Cichocki, RIKEN

Noboru Ohnishi, RIKEN

pp. 61

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A Dynamically Coupled Chaotic Oscillatory Correlation Network (Abstract)

Liang Zhao, Universidade de S?o Paulo

pp. 66

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Design of a Fuzzy Controller with Simplified Architecture (Abstract)

Mário Eduardo Bordon, Unesp/Feb/Dee

Ivan Nunes da Silva, Unesp/Feb/Dee

André Nunes de Souza, Unesp/Feb/Dee

pp. 72

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CDMA and TDMA Based Neural Nets (Abstract)

J.C. Herrero

pp. 78

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An Evolutionary Immune Network for Data Clustering (Abstract)

Leandro Nunes de Castro, State University of Campinas

Fernando J. Von Zuben, State University of Campinas

pp. 84

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A Hybrid Genetic Algorithm for Finding Stable Conformations of Small Molecules (Abstract)

H.J.C. Barbosa, Laborat?rio Nacional de Computa??o Cient?fica

F.M.P. Raupp, Laborat?rio Nacional de Computa??o Cient?fica

C. Lavor, Universidade Federal do Rio de Janeiro

H. Lima, Universidade Federal do Rio de Janeiro

N. Maculan, Universidade Federal do Rio de Janeiro

pp. 90

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Rule Extraction from Linear Combinations of DIMLP Neural Networks (Abstract)

Guido Bologna, National University of Singapore

pp. 95

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Synthesis of Analog Circuits Using Evolutionary Hardware (Abstract)

Fabio A. Salazar, COPPE/UFRJ

A. Mesquita, COPPE/UFRJ

pp. 101

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A Neural Network-Based Direct Inverse Control for Active Control of Vibrations of Mechanical Systems (Abstract)

Gustavo Luiz C.M. de Abreu, Univ. Fed. de Uberl?ndia

Rafael Luís Teixeira, Univ. Fed. de Uberl?ndia

José F. Ribeiro, Univ. Fed. de Uberl?ndia

pp. 107

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Neural Networks vs. PARMA Modelling: Case Studies of River Flow Prediction (Abstract)

Mêuser Valença, Universidade Salgado de Oliveira

Teresa Ludermir, Universidade Federal de Pernambuco

pp. 113

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Monthly Streamflow Forecasting Using an Neural Fuzzy Network Model (Abstract)

Mêuser Valença, Universidade Salgado de Oliveira

Teresa Ludermir, Universidade Federal de Pernambuco

pp. 117

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A Hierarchical Neural Model in Short-Term Load Forecasting (Abstract)

Otávio A. S. Carpinteiro, Escola Federal de Engenharia de Itajub?

Alexandre P. Alves da Silva, Escola Federal de Engenharia de Itajub?

pp. 120

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A Study of Possible Improvements to the Alopex Training Algorithm (Abstract)

Alejandro Bia, Universidad de Alicante

pp. 125

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Web Text Mining Using a Hybrid System (Abstract)

Fernando Hideo Fukuda, Universidade Veiga de Almeida

Luiz Biondi Neto, Universidade Veiga de Almeida

Vincenzo de Roberto, Jr., Universidade Veiga de Almeida

Elias Restum Antonio, Universidade Veiga de Almeida

Luiz Chiganer, Universidade Veiga de Almeida

Emmanuel L.P. Passos, Pontif?cia Universidade Cat?lica do Rio de Janeiro

Marco Aurélio Pacheco, Pontif?cia Universidade Cat?lica do Rio de Janeiro

Jorge Valério, Universidade do Estado do Rio de Janeiro

pp. 131

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Mental Imagery in Explanations of Visual Object Classification (Abstract)

E. Burattini, C.N.R.

M. de Gregorio, C.N.R.

G. Tamburrini, Universit? di Pisa

pp. 137

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Weight Structure of Binary Codes and the Performance of Blind Search Algorithms (Abstract)

Francisco M. de Assis, Universidade Federal da Para?ba

pp. 144

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Fuzzy Systems to Solve Inverse Kinematics Problem in Robots Control: Application to an Hexapod Robots' Leg (Abstract)

Salvador M.C. Netto, COPPE/UFRJ

Max Suell Dutra, COPPE/UFRJ

Alexandre Evsukoff, COPPE/UFRJ and Instituto de L?gica, Filosofia e Teoria da Ci?ncia

pp. 150

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Averaging Spectra to Improve the Classification of the Noise Radiated by Ships Using Neural Networks (Abstract)

William Soares-Filho, Brazilian Navy Research Institute and Federal University of Rio de Janeiro

José Manoel de Seixas, Federal University of Rio de Janeiro

Luiz Pereira Calôba, Federal University of Rio de Janeiro

pp. 156

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SVM-KM: Speeding SVMs Learning with a priori Cluster Selection and k-Means (Abstract)

Marcelo Barros de Almeida, Universidade Federal de Minas Gerais

Antônio de Pádua Braga, Universidade Federal de Minas Gerais

João Pedro Braga, Universidade Federal de Minas Gerais

pp. 162

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A Multi-Objective Optimization Approach for Training Artificial Neural Networks (Abstract)

Roselito de A. Teixeira, Federal University of Minas Gerais

Antônio de P. Braga, Federal University of Minas Gerais

Ricardo H.C. Takahashi, Federal University of Minas Gerais

Rodney R. Saldanha, Federal University of Minas Gerais

pp. 168

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Symbolic Regression via Genetic Programming (Abstract)

Douglas A. Augusto, Laborat?rio Nacional de Computa??o Cient?fica

Helio J.C. Barbosa, Laborat?rio Nacional de Computa??o Cient?fica

pp. 173

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Graph Layout Using a Genetic Algorithm (Abstract)

André M.S. Barreto, Laborat?rio Nacional de Computa??o Cient?fica

Helio J.C. Barbosa, Laborat?rio Nacional de Computa??o Cient?fica

pp. 179

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A Model for the Simulation of a Cold Rolling Mill, Using Neural Networks and Sensitivity Factors (Abstract)

Luis E. Zárate, Pontif?cia Universidade Cat?lica de Minas Gerais

pp. 185

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Elastic Neural Net Algorithm for Cluster Analysis (Abstract)

Rogerio L. Salvini, COPPE/UFRJ

Luis Alfredo V. de Carvalho, COPPE/UFRJ

pp. 191

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On-Line Neo-Fuzzy-Neuron State Observer (Abstract)

Régis P. Landim, DEESP-UFPE

Benjamim R. de Menezes, UFMG

Selênio R. Silva, UFMG

Walmir M. Caminhas, UFMG

pp. 196

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A New Paradigm for the Description of Image Patterns - From Pixels to Fuzzy Sets of Rules (Abstract)

Paulo Salgado, Universidade de Tr?s-os-Montes e Alto Douro

João Barroso, Universidade de Tr?s-os-Montes e Alto Douro

José Bulas-Cruz, Universidade de Tr?s-os-Montes e Alto Douro

Pedro Melo-Pinto, Universidade de Tr?s-os-Montes e Alto Douro

pp. 202

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A Fuzzy Threshold Max-Product Unit, with Learning Algorithm, for Classification of Pattern Vectors (Abstract)

Roelof K Brouwer, University College of the Cariboo

pp. 208

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A Novel Approach for Solving Constrained Nonlinear Optimization Problems Using Neurofuzzy Systems (Abstract)

Ivan Nunes da Silva, State University of S?o Paulo

André Nunes de Souza, State University of S?o Paulo

Mário Eduardo Bordon, State University of S?o Paulo

pp. 213

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Evolutionary Optimization of RBF Networks (Abstract)

E.G.M. de Lacerda, Pernambuco Federal University

T.B. Ludermir, Pernambuco Federal University

A.C.P.L.F. de Carvalho, University of Guelph

pp. 219

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Comparing Different Clustering Techniques RBF Networks Training (Abstract)

M.M. Brizzotti, Universidade de S?o Paulo

A.C.P.L.F. de Carvalho, Universidade de S?o Paulo and University of Guelph

pp. 225

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Using the GasNet Model in Discrete Domains (Abstract)

Carmen L.R. Santos, Centro T?cnico Aeroespacial

Celso R. Souza, Centro T?cnico Aeroespacial

Pedro P.B. de Oliveira, UNIVAP / IP&D

Phil Husbands, University of Sussex

pp. 231

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Real Estate Value at Porto Alegre City Using Artificial Neural Networks (Abstract)

Adelmo Cechin, UNISINOS University

Antonio Souto, UNISINOS University

Marco Aurélio González, UNISINOS University

pp. 237

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Simulated Annealing for Robust VQ: Improving Image Transmission through a Fading Channel (Abstract)

Waslon T.A. Lopes, Universidade Federal da Para?ba

F. Madeiro, Universidade Federal da Para?ba

Marcelo S. Alencar, Universidade Federal da Para?ba

Benedito G. Aguiar Neto, Universidade Federal da Para?ba

pp. 243

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Techniques for Image Compression: A Comparative Analysis (Abstract)

pp. 249

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Selecting Diverse Members of Neural Network Ensembles (Abstract)

H.D. Navone, Instituto de F?sica Rosario

P.F. Verdes, Instituto de F?sica Rosario

P.M. Granitto, Instituto de F?sica Rosario

H.A. Ceccatto, Instituto de F?sica Rosario

pp. 255

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A Neural Propositional Reasoner that is Goal-Driven and Works without Pre-Compiled Knowledge (Abstract)

Priscila M.V Lima, ILTC - Instituto de L?gica, Filosofia e Teoria da Ci?ncia

pp. 261

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Morphological Rules of Similarity for Hierarchical Distributed Representations (Abstract)

Joel de L. Pereira Castro Jr, Programa de Computa??o Cient?fica

pp. 267

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Feedback-Error-Learning for Controlling a Flexible Link (Abstract)

Areolino de Almeida Neto, Instituto Tecnol?gico de Aeron?utica

Wilson Rios Neto, Instituto Tecnol?gico de Aeron?utica

Luiz Carlos S. Góes, Instituto Tecnol?gico de Aeron?utica

Cairo L. Nascimento Jr., Instituto Tecnol?gico de Aeron?utica

pp. 273

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Atmospheric Pressure Applied to a Neural Network based Short Term Load Forecasting (PDF)

Short Papers

A. Soares

pp. 280

Influence of Training Sample Preprocessing in Generalization Accuracy of Multilayer Perceptron (PDF)

pp. 281

A Comparative Study of LBG and SOA Codebooks Concerning the Computational Complexity of the Minimum Distortion Encoding for VQ (PDF)

F. Madeiro

M. Vajapeyam

B. Neto

pp. 282

Fetal Left Atrium Segmentation using Kohonen Maps to Measure the Septum Primum Redundancy Index (PDF)

Constructing Software Autonomous Agents to Computer Network Management (PDF)

pp. 283

Prediction of Protein Structures using a Hopfield Network (PDF)

pp. 284

Hypermedia Intelligent System (PDF)

L. Neto

pp. 285

Hierarchical Neuro-Fuzzy BSP Model ? HNFB (PDF)

pp. 286

pp. 287

Application of Neural Networks: A Molecular Geometry Optimization Study (PDF)

pp. 288

Neuro-Fuzzy Networks for Pattern Classification and Rule Extraction (PDF)

pp. 289

Face Detector Combining Eigenfaces, Neural Network and Bootstrap (PDF)

G. Mota

pp. 290

Continuous Attractors in Recurrent Neural Networks and Phase Space Learning (PDF)

pp. 291

An Improved Genetic Algorithm Performance with Benchmark Functions (PDF)

pp. 292

An Integrated Approach of Visual Computational Modelling (PDF)

I. Vilela

pp. 293

Index of Authors (PDF)

pp. 295