The Community for Technology Leaders
Hybrid Intelligent Systems, International Conference on (2005)
Rio de Janeiro, Brazil
Dec. 6, 2005 to Dec. 9, 2005
ISBN: 0-7695-2457-5
TABLE OF CONTENTS
Cover
Introduction

Foreword (PDF)

pp. xii

Program Committee (PDF)

pp. xvii
Plenary Keynotes Session

Probabilistic Graphical Models in Complex Industrial Applications (PDF)

Rudolf Kruse , University of Magdeburg, Germany
Jorg Gebhardt , University of Magdeburg, Germany
pp. 3

Natural Language Processing (PDF)

Alexander Gelbukh , National Polytechnic Institute (IPN), Mexico
pp. 6
ONS Invited Paper

Application of Data Mining Techniques as a Complement to Natural Inflow Uni-variable Stochastic Forecasting - A Case Study : The Igua?u River Basin (Abstract)

Carla da C. Lopes Achao , Planning Engenharia e Consultoria, Brazil
Marcio Cataldi , Operador Nacional do Sistema El?trico (ONS), Brazil
Luiz Guilherme , Operador Nacional do Sistema El?trico (ONS), Brazil
Ferreira Guilhon , Operador Nacional do Sistema El?trico (ONS), Brazil
pp. 9-16
Hybrid Intelligent System Architectures

An Immune-Inspired Approach to Bayesian Networks (Abstract)

Pablo A. D. Castro , University of Campinas - UNICAMP, Campinas, SP, Brazil
Fernando J. Von Zuben , University of Campinas - UNICAMP, Campinas, SP, Brazil
pp. 23-28

A Hybrid Adaptive Architecture for Mobile Robots Based on Reactive Behaviors (Abstract)

Antonio Henrique Pinto Selvatici , Escola Politecnica da Universidade de Sao Paulo, Brazil
Anna Helena Reali Costa , Escola Politecnica da Universidade de Sao Paulo, Brazil
pp. 29-34

Evolving Analytic Hierarchy Processes for Artificial Life-Based Games (Abstract)

Jaffar Habibi , Sharif University of Technology, Tehran, Iran
Ramin Halavati , Sharif University of Technology, Tehran, Iran
Saeed Bagheri Shouraki , Sharif University of Technology, Tehran, Iran
pp. 35-40

Hybridizing Particle Filters and Population-based Metaheuristics for Dynamic Optimization Problems (Abstract)

Juan Jose Pantrigo , Universidad Rey Juan Carlos Campus de Mostoles, Madrid, Spain
Angel Sanchez , Universidad Rey Juan Carlos Campus de Mostoles, Madrid, Spain
pp. 41-48
Evolutionary Computation

Hybrid Algorithms with Detection of Promising Areas for the Prize Collecting Travelling Salesman Problem (Abstract)

Antonio Augusto Chaves , National Institute for Space Research (INPE), Sao Jose dos Campos, Brazil
Luiz Antonio Nogueira Lorena , National Institute for Space Research (INPE), Sao Jose dos Campos, Brazil
pp. 49-54

A Hybrid Fuzzy Evolutionary Algorithm for A Multi-Objective Resource Allocation Problem (Abstract)

Lily Rachmawati , National University of Singapore
Dipti Srinivasan , National University of Singapore
pp. 55-60

Particle Swarm Optimization (PSO) applied to Fuzzy Modeling in a Thermal-Vacuum System (Abstract)

Ernesto Araujo , Instituto Nacional de Pesquisas Espaciais - INPE? Brazil
Ivone Matiko , Faculdade de Tecnologia do Estado de Sao Paulo - FATEC? Brazil
Rogerio Marinke , Faculdade de Tecnologia do Estado de Sao Paulo - FATEC? Brazil
Leandro dos Santos Coelho , Pontificia Universidade Catolica do Parana - PUCPR? Brazil
pp. 67-72

An Efficient Adaptive Focused Crawler Based on Ontology Learning (Abstract)

Jianmei Yang , Nanjing University, China
Bin Luo , Nanjing University, China
Yang Gao , Nanjing University, China
Chang Su , Nanjing University, China
pp. 73-78
Fuzzy Systems

Lithofacies recognition Hybrid Bench (Abstract)

Inhauma Neves Ferraz , Universidade Federal Fluminense
Ana Cristina Bicharra Garcia , Universidade Federal Fluminense
pp. 87-91

Fuzzy Expert System for Solving Lost Circulation Problem (Abstract)

Hector Rodriguez , Mexican Petroleum Institute (IMP), Mexico
Leonid Sheremetov , Mexican Petroleum Institute (IMP), Mexico
Denis Filatov , National Technical University, Mexico
Ildar Batyrshin , Mexican Petroleum Institute (IMP), Mexico
Jorge Martinez , Mexican Petroleum Institute (IMP), Mexico
pp. 92-97

Assessing Fuzzy and Neural Approaches for a PID Controller Using Universal Model (Abstract)

Rodrigo R. Sumar , Federal University of Santa Catarina, Brazil
Antonio A. R. Coelho , Federal University of Santa Catarina, Brazil
Leandro dos Santos Coelho , Pontifical Catholic University of Parana, Brazil
pp. 98-103

A Fuzzy c-means Algorithm Based on an Adaptive L2 Minkowsky Distance (Abstract)

Nicomedes L. Cavalcanti Junior , Centro de Informatica - CIn / UFPE, Brazil
pp. 104-109

A Neuro-Fuzzy System for Steel Beams Patch Load Prediction (Abstract)

Sebastiao A. L. de Andrade , Civil Engineering Department, PUC-RIO, Brazil
Elaine T. Fonseca , Structural Engineering Department, UERJ
Marley M. B. R. Vellasco , Electrical Engineering Dept., PUC-RI, Brazil
Pedro C. G. da S , Structural Engineering Department, UERJ, Brazil
pp. 110-115

Hybrid Neuro-Fuzzy Network-Priori Knowledge Model in Temperature Control of a Gas Water Heater System (Abstract)

A. M. Mota , Universidade de Aveiro, Campus Santiago, Aveiro, Portugal
F. Morgado Dias , Department of Electrotecnica of the Escola Superior de Tecnologia, Portugal
J. A. Vieira , Department of Electrotecnica of the Escola Superior de Tecnologia, Portugal
pp. 116-124
Neural Networks

BICA: a Boolean Independent Component Analysis Algorithm (Abstract)

Andrea Brega , Universita degli Studi di Milano, Italy
Bruno Apolloni , Universita degli Studi di Milano, Italy
Dario Malchiodi , Universita degli Studi di Milano, Italy
pp. 131-136

SATyrus: A SAT-based Neuro-Symbolic Architecture for Constraint Processing (Abstract)

Felipe M. G. Franca , Universidade Federal do Rio de Janeiro, Brazil
M. Mariela Morveli-Espinoza , Universidade Federal do Rio de Janeiro, Brazil
Glaucia C. Pereira , Universidade Federal do Rio de Janeiro, Brazil
Priscila M. V. Lima , NCE/Instituto de Matematica Universidade Federal do Rio de Janeiro, Brazil
pp. 137-142

Literal and ProRulext: Algorithms for Rule Extraction of ANNs (Abstract)

Teresa B. Ludermir , Center of Computer Science of the Federal University of Pernambuco, Brazil
Paulemir G. Campos , Center of Computer Science of the Federal University of Pernambuco, Brazil
pp. 143-148

Hybrid Optimization Algorithm for the Definition of MLP Neural Network Architectures and Weights (Abstract)

A. P. S. Lins , Centro de Informatica - Universidade Federal de Pernambuco (UFPE), Brazil
T. B. Ludermir , Centro de Informatica - Universidade Federal de Pernambuco (UFPE), Brazil
pp. 149-154

A Constructive Neural Network for Detecting Left Ventricular Hypertrophy (Abstract)

Hilton de C. Jr Chaves , Federal University of Pernambuco, Recife - PE Brazil
Fernando M. Campello de Souza , Federal University of Pernambuco, Recife - PE Brazil
Meuser J. S. Valen? , UNIVERSO, Recife - PE Brazil
Domingos Vanderlei Filho , Federal University of Pernambuco, Recife - PE Brazil
pp. 155-162
Machine Learning

An Analysis of Feature-based and State-based Representations for Module-Based Learning in Mobile Robots (Abstract)

Carlos H. C. Ribeiro , Technological Institute of Aeronautics, ITA-IEC-IEES, Sao Jose dos Campos, SP, Brazil
Esther L. Colombini , Technological Institute of Aeronautics, ITA-IEC-IEES, Sao Jose dos Campos, SP, Brazil
pp. 163-168

Evaluating a Rule Evaluation Support Method with Learning Models Based on Objective Rule Evaluation Indices - A Case Study with a Meningitis Data Mining Result (Abstract)

Shusaku Tsumoto , Shimane University, School of Medicine
Takahira Yamaguchi , Faculty of Science and Technology, Keio University, Japan
Miho Ohsaki , Faculty of Engineering, Doshisha University, Japan
Hidenao Abe , Shimane University, School of Medicine, Japan
pp. 169-174

Data Mining Experiments on Hop Processing Data (Abstract)

Boleslaw Skowronski , Fertilizer Research Institute, Pulawy, Poland
Jerzy W. Grzymala-Busse , University of Kansas, Lawrence, KS
Teresa Mroczek , University of Information Technology and Management, Rzeszow, Poland
Edward Roj , Fertilizer Research Institute, Pulawy, Poland
Zdzislaw S. Hippe , University of Information Technology and Management, Rzeszow, Poland
pp. 175-180

Using Generators for Discovering Certain and Generalized Decision Rules (Abstract)

Marzena Kryszkiewicz , Warsaw University of Technology, Poland
pp. 181-186

Monte Carlo Off-Policy Reinforcement Learning: A Rough Set Approach (Abstract)

Daniel Lockery , University of Manitoba, Canada
James F. Peters , University of Manitoba, Canada
Sheela Ramanna , University of Winnipeg, Manitoba, Canada
pp. 187-192

Learning with Hybrid Data (Abstract)

Abdelhamid Bouchachia , University of Klagenfurt, Austria
pp. 193-200
Statistical Learning

On a Ranking Problem Associated with Basel II (Abstract)

Bernd-Juergen Falkowski , University of Applied Sciences Stralsund
pp. 201-205

A Boosting Approach to remove Class Label Noise (Abstract)

Stephen Kwek , University of Texas at San Antonio,
Amitava Karmaker , University of Texas at San Antonio
pp. 206-211

Feature Selection with Decision Tree Criterion (Abstract)

Norbert Jankowski , Nicolaus Copernicus University Torun, Poland
Krzysztof Grabczewski , Nicolaus Copernicus University Torun, Poland
pp. 212-217

Design of Experiments in Neuro-Fuzzy Systems (Abstract)

Ferdinand L. minku , Federal University of Pernambuco
Cleber Zanchettin , Federal University of Pernambuco
Teresa B. Ludermir , Federal University of Pernambuco
pp. 218-226
Heuristics and Optimization

An Evolutionary Approach for the Multiple Container Loading Problem (Abstract)

Shigeyuki Takahara , Kagawa Prefectural Industrial Technology Center, Japan
Sadaaki Miyamoto , University of Tsukuba, Japan
pp. 227-232

Training feed-forward neural networks with ant colony optimization: An application to pattern classification (Abstract)

Christian Blum , Universitat Politecnica de Catalunya Barcelona, Spain
Krzysztof Socha , IRIDIA - Universit?e Libre de Bruxelles Brussels, Belgium
pp. 233-238

GRASP with Path-Relinking for the SONET Ring Assignment Problem (Abstract)

Lucas de O. Bastos , Inst. de Computacao - UFF, Brazil
Luiz S. Ochi , Inst. de Computacao - UFF, Brazil
Elder M. Macambira , Depto. de Estatistica - UFPB - Joao Pessoa - PB - Brazil
pp. 239-244

Particle Swarn Optimization with Fast Local Search for the Blind Traveling Salesman Problem (Abstract)

Heitor S. Lope , Bioinfonnatics Lab./CPGEI, CEFET-PR, , Curitiba (PR), Brazi
Leandro S . Coelho , PPGEPStLAS, PUC-PR, Curitiba (PR), Brazil
pp. 245-250

Hierarchical Reinforcement Learning for Metrical Task Systems (Abstract)

Adriao Duarte Doria Neto , Universidade Federal do Rio Grande do Norte, Campus Universitario, Natal, Brazil
Manoel Junior Leandro de Lima , Universidade Federal do Rio Grande do Norte, Campus Universitario, Natal, Brazil
Jorge Dantas de Melo , Universidade Federal do Rio Grande do Norte, Campus Universitario, Natal, Brazil
pp. 251-258
Multi-Objective Optimization

Investigation of Particle Swarm Optimization for Dynamic Reconfiguration of Field-Programmable Analog Circuits (Abstract)

Andreas Konig , Kaiserslautern University of Technology, Kaiserslautern, Germany
Peter Tawdross , Kaiserslautern University of Technology, Kaiserslautern, Germany
pp. 259-264

Spatial Implementation of Evolutionary Multiobjective Algorithms with Partial Lamarckian Repair for Multiobjective Knapsack Problems (Abstract)

Kaname Narukawa , Graduate School of Engineering, Osaka Prefecture University, Japan
Hisao Ishibuchi , Graduate School of Engineering, Osaka Prefecture University, Japan
pp. 265-270

Performance Evaluation of Evolutionary Multiobjective Approaches to the Design of Fuzzy Rule-Based Ensemble Classifiers (Abstract)

Yusuke Nojima , Graduate School of Engineering, Osaka Prefecture University, Japan
Hisao Ishibuchi , Graduate School of Engineering, Osaka Prefecture University, Japan
pp. 271-276

Ensemble of Genetic Programming Models for Designing Reactive Power Controllers (Abstract)

Ajith Abraham , Chung-Ang University, South Korea
Crina Grosan , Babes-Bolyai University,
pp. 277-284
Features, Classification, and Clustering

Performance and Diversity Evaluation in Hybrid and Non-Hybrid Structures of Ensembles (Abstract)

Lucas de Melo Oliveira , Federal University of Rio Grande do Norte, Brazil
Joao C Junior Xavier , Federal University of Rio Grande do Norte, Brazil
Anne M P Canuto , Federal University of Rio Grande do Norte, Brazil
Marjory C C Abreu , Federal University of Rio Grande do Norte, Brazil
Araken de M Santos , Federal University of Rio Grande do Norte, Brazil
pp. 285-290

WordNet-based User Profiles for Neighborhood Formation in Hybrid Recommender Systems (Abstract)

Marco Degemmis , Universita degli Studi di Bari, Italy
Pasquale Lops , Universita degli Studi di Bari, Italy
Giovanni Semeraro , Universita degli Studi di Bari, Italy
pp. 291-296

Texture Classification using Local and Global Histogram Equalization and the Lempel-Ziv-Welch Algorithm (Abstract)

Leonardo Vidal Batista , DI - UFPB Cidade Universitaria, Brazil
Nicomedes L. Cavalcanti , CIn / UFPE Cidade Universitaria, Brazil
Moab Mariz Meira , DI - UFPB Cidade Universitaria, Brazil
pp. 297-302

Constructing Ensembles of Symbolic Classifiers (Abstract)

Flavia Cristina Bernardini , ICMC / LABIC, Sao Carlos, SP, Brazil
Maria Carolina Monard , ICMC / LABIC, Sao Carlos, SP, Brazil
Ronaldo C. Prati , ICMC / LABIC, Sao Carlos, SP, Brazil
pp. 315-322
Support Vector Machines and Kernel Methods

A Hybrid Approach for Sparse Least Squares Support Vector Machines (Abstract)

Antonio Padua Braga , Federal University of Minas Gerais - UFMG, MG, Brazil
Bernardo Penna Resende de Carvalho , Vetta Labs - Research and Development Division, MG, Brazil
Wilian Soares Lacerda , Federal University of Lavras - UFLA, MG, Brazil
pp. 323-328

An evolutionary approach to Transduction in Support Vector Machines (Abstract)

Marcelo M. Silva , Federal University of Minas Gerais,MG, Brazil
Thiago T. Maia , Federal University of Minas Gerais,MG, Brazil
Antonio P. Braga , Federal University of Minas Gerais,MG, Brazil
pp. 329-334

Fuzzy Rule Extraction from Support Vector Machines (Abstract)

Marley Maria B. R. Vellasco , Pontifical Catholic University of Rio de Janeiro, Brazil
Ricardo Tanscheit , Pontifical Catholic University of Rio de Janeiro, Brazil
Adriana da Costa F. Chaves , Pontifical Catholic University of Rio de Janeiro, Brazil
pp. 335-340

A Hybrid Forecasting Methodology using Feature Selection and Support Vector Regression (Abstract)

Richard Weber , University of Chile
Jose Guajardo , University of Chile
Jaime Miranda , University of Chile
pp. 341-346

Reliability Assessment of Complex Networks using rules extracted from trained ANN and SVM models (Abstract)

D. Torres , Universidad Central de Venezuela, Venezuela
M. Claudio , Universidad Central de Venezuela, Venezuela
S. Rocco , Universidad Central de Venezuela, Venezuela
E. Douglas , Universidad Central de Venezuela, Venezuela
pp. 347-352

Extracting Trees from Trained SVM Models using a TREPAN Based Approach (Abstract)

S. Rocco , Universidad Central de Venezuela, Venezuela
D. Torres , Universidad Central de Venezuela, Venezuela
M. Claudio , Universidad Central de Venezuela, Venezuela
E. Douglas , Universidad Central de Venezuela, Venezuela
pp. 353-360
Image and Signal Processing

Improvement of a Face Detection System by Evolutionary Multi-Objective Optimization (Abstract)

Raul Vicente Garcia , Fraunhofer IPK, Dept. Security Technologies Pascalstr. Berlin, Germany
Rodrigo Verschae , Universidad de Chile
Javier Ruiz del Solar , Universidad de Chile
Mario Koppen , Fraunhofer IPK, Dept. Security Technologies Pascalstr. Berlin, Germany
pp. 361-366

Joining Associative Classifier for Medical Images (Abstract)

Jiang Yun , College of Mathematics and Information Science, China
Wang Yong , College of Computer Science, Northwestern Polytechnical University, China
Zhang Longbo , College of Computer Science, Northwestern Polytechnical University, China
Li Zhanhuai , College of Computer Science, Northwestern Polytechnical University, China
pp. 367-372

A New Multiscale, Curvature-Based Shape Representation Technique for Image Retrieval Based on DSP Techniques (Abstract)

Carlos Wilson Dantas de Almeida , Universidade Federal da Parayba
JanKees van der Poel , Instituto de Educacao Superior da Parayba
Leonardo Vidal Batista , Universidade Federal da Parayba
pp. 373-378

Support Vector Machines Applied to White Blood Cell Recognition (Abstract)

Andre C. P. L. F. de Carvalho , Universidade de Sao Paulo Laboratorio de Inteligencia Computacional
Daniela Mayumi Ushizima , Universidade Catolica de Santos Grupo de Sistemas Inteligentes
Ana C. Lorena , Universidade Catolica de Santos Grupo de Sistemas Inteligentes
pp. 379-384

A Neural Network Fingerprint Segmentation Method (Abstract)

Antonio Carlos Gay Thome , UFRJ - Universidade Federal Rio de Janeiro, Brazil
Airam Carlos Pais Barreto Marques , Biologica Sistemas Ltda, Av. Almirante Barroso, Rio de Janeiro, Brazil
pp. 385-392
Data Mining

Grouping of Soccer Game Records by Multiscale Comparison Technique and Rough Clustering (Abstract)

Shoji Hirano , Shimane University, School of Medicine, Japan
Shusaku Tsumoto , Shimane University, School of Medicine, Japan
pp. 399-404

Feature Selection for Clustering Problems: a Hybrid Algorithm that Iterates Between k-means and a Bayesian Filter (Abstract)

Thiago F. Covoes , Catholic University of Santos (UniSantos), Brazil.
Estevam R. Jr. Hruschka , Federal University of Sao Carlos, Brazil.
Eduardo R. Hruschka , Catholic University of Santos (UniSantos), Brazil.
Nelson F.F. Ebecken , COPPE / Federal University of Rio de Janeiro, Brazil.
pp. 405-410

Hybrid Metabolic Flux Analysis/Artificial Neural Network Modeling of Bioprocesses (Abstract)

Paula M. Alves , Instituto de Biologia Experimental e Tecnologica, Portugal
Carlos Alves , Universidade Nova de Lisboa, Caparica, Portugal
Ana Teixeira , Universidade Nova de Lisboa, Portugal
Manuel J. T Carrondo , Instituto de Biologia Experimental e Tecnologica
Rui Oliveira , Universidade Nova de Lisboa, Portugal
pp. 411-416

Heterogenous Committees with Competence Analysis (Abstract)

Krzysztof Grabczewski , Department of Informatics, Nicolaus Copernicus University
Norbert Jankowski , Nicolaus Copernicus University
pp. 417-424
Control and Automation

Optimal Controller Design for a class of Networked Control Systems (Abstract)

Fengge Wu , Tsinghua University, Beijing, China
Fuchun Sun , Tsinghua University, Beijing, China
Zengqi Sun , Tsinghua University, Beijing, China
Hongbo Li , Tsinghua University, Beijing, China
pp. 425-430

Methods of Computational Intelligence to Give Qualitative and Quantitative Statements of Gas Concentrations at a High Temperature Sensor (Abstract)

Norman Bauersfeld , Harz University of Applied Studies and Research
Klaus-Dietrich Kramer , Harz University of Applied Studies and Research
Steffen Patzwahl , Institute for Automation Control and Computer Science Inc.
pp. 431-436

Comparison of Deterministic and Fuzzy Finite Automata Extraction Methods from Jordan Networks (Abstract)

Denise Regina Pechmann , UNISINOS, Sao Leopoldo, RS, Brasil
Adelmo Luis Cechin , UNISINOS, Sao Leopoldo, RS, Brasil
pp. 437-444
Multi-Agent Systems

Fuzzy Adaptive Turbulent Particle Swarm Optimization (Abstract)

Hongbo Liu , Dalian University of Technology, Dalian, China
Ajith Abraham , Chung-Ang University, Seoul, Korea
pp. 445-450

A Comparative Analysis of Negotiation Methods for a Multi-neural Agent System (Abstract)

Marjory Cristianny C Abreu , Federal University of Rio Grande do Norte, Natal, RN, Brazil
Anne Magaly P Canuto , Federal University of Rio Grande do Norte, Natal, RN, Brazil
Laura E A S Santana , Federal University of Rio Grande do Norte, Natal, RN, Brazil
pp. 451-456

The SOPHY framework: Simulation, Observation and Planning in Hybrid Systems (Abstract)

Lars Alminde , Aalborg University, Denmark
Jan Dimon Bendtsen , Aalborg University, Denmark
Martin Fejrskov Pedersen , Aalborg University, Denmark
Karl Kaas Laursen , Aalborg University, Denmark
pp. 457-462

Recognizing Behaviors Patterns in a Micro Robot Soccer Game (Abstract)

Pablo Javier Alsina , Federal University of Rio Grande do Norte, Brazil
Dennis Barrios-Aranibar , Federal University of Rio Grande do Norte, Brazil
pp. 463-468

SWARMs of Self-Organizing Polymorphic Agents (Abstract)

Jae C. Oh , Syracuse University, Syracuse, NY
Derek Messie , Syracuse University, Syracuse, NY
pp. 469-476
Business Systems and Financial Engineering

Market Index Prediction using Fuzzy Boolean Nets (Abstract)

Jose A. B. Tome , INESC-id,Rua Alves Redol,Lisboa
Joao Paulo Carvalho , INESC-id,Rua Alves Redol,Lisboa
pp. 477-481

Ontology Support for Communicating Agents in Negotiation Processes (Abstract)

Maricela C. Bravo , Centro Nacional de Investigacion y Desarrollo Tecnologico
Joaquin Perez , Centro Nacional de Investigacion y Desarrollo Tecnologico
Victor J. Sosa , Centro Nacional de Investigacion y Desarrollo Tecnologico
Gerardo Reyes , Centro Nacional de Investigacion y Desarrollo Tecnologico
Azucena Montes , Centro Nacional de Investigacion y Desarrollo Tecnologico
pp. 482-487

Determination of Real Options Value by Monte Carlo Simulation and Fuzzy Numbers (Abstract)

Marley Maria B. R. Vellasco , Pontifical Catholic University of Rio de Janeiro, PUC-Rio
Marco Aurelio C. Pacheco , Pontifical Catholic University of Rio de Janeiro, PUC-Rio
Juan G. Lazo Lazo , Pontifical Catholic University of Rio de Janeiro, PUC-Rio
pp. 488-496
Posters

Naive Bayes as an Imputation Tool for Classification Problems (Abstract)

Antonio J. T. Garcia , IBM Software Group, Brazil
Eduardo R. Hruschka , Catholic University of Santos (UniSantos), Brazil.
pp. 497-499

Hybrid Adaptive Memory Programming Using GRASP and Path Relinking for the Scheduling Workover Rigs for Onshore Oil Production (Abstract)

Luiz Satoru Ochi , Universidade Federal Fluminense Niteroi - RJ - Brasil
Viviane de Aragao Trindade , Universidade Federal Fluminense Niteroi - RJ - Brasil
pp. 500-502

A Hybrid Heuristic Method for Global Optimization (Abstract)

Ivan Jordanov , University of Portsmouth,Portsmouth, UK
Antoniya Georgie , University of Portsmouth,Portsmouth, UK
pp. 503-505

Observability in Hybrid Multi Agent Recurrent Nets for Natural Language Processing (Abstract)

David Evans , Nottingham Trent University, UK
Manling Ren , Nottingham Trent University, UK
David Al-Dabass , Nottingham Trent University, UK
pp. 506-508

MRS Classification Based on Independent Component Analysis and Support Vector Machines (Abstract)

Jian Ma , Tsinghua Univ., Beijing China
Zengqi Sun , Tsinghua Univ., Beijing China
pp. 509-511

A Study on the Influence of Parameter ?- on Performance of RBF Neural Networks Trained with the Dynamic Decay Adjustment Algorithm (Abstract)

Thyago A. B. V. Rocha , Pernambuco State University Rua Benfica, PE, Brazil
Adriano L. I. Oliveira , Pernambuco State University Rua Benfica, PE, Brazil
Ericles A. Medeiros , Pernambuco State University Rua Benfica, PE, Brazil
Miguel E. R. Bezerra , Pernambuco State University Rua Benfica, PE, Brazil
Ronaldo C. Veras , Pernambuco State University Rua Benfica, PE, Brazil
pp. 512-514

Rough Approximation based Neuro Fuzzy Inference System: A novel approach to Approximation and Error Estimation (Abstract)

Rene V. Mayorga , University of Regina, Saskatchewan, Canada.
Sandeep Chandana , University of Regina, Saskatchewan, Canada
pp. 518-520

Radial Basis Neural Network Learning Based on Particle Swarm Optimization to Multistep Prediction of Chaotic Lorenz?s System (Abstract)

Leandro dos S. Coelho , Pontif?cal Catholic University of Parana, PUCPR/PPGEPS/LAS,Curitiba, PR, Brazil
Fabio A. Guerra , ATENA - Intelligent Systems, Curitiba, PR, Brazil
pp. 521-523

Comparing Sensitivity and Robustness of Fuzzy and Neuro-fuzzy Controllers (Abstract)

Leila Cristina V. de Andrade , Federal University of Rio de Janeiro, Brazil
Cabral Lima , Federal University of Rio de Janeiro, Brazil
Adriano Joaquim de Oliveira Cruz , Federal University of Rio de Janeiro, Brazil
Patrick B. Moratori , Federal University of Rio de Janeiro, Brazil
pp. 528-530

Design of digital classifier circuits with nearest neighbour prior sample selection (Abstract)

Wilian Soares Lacerda , Federal University of Lavras - UFLA, Lavras, MG, Brazil
Antonio Padua Braga , Federal University of Minas Gerais - UFMG, Belo Horizonte, MG, Brazil
pp. 531-533

Stock Market Simulation and Inference Technique (Abstract)

McGregor J. Collie , Monash University, Wellington Road, Vic., Australia
David L. Dowe , Monash University, Wellington Road, Vic., Australia
Leigh J. Fitzgibbon , Monash University, Wellington Road, Vic., Australia
pp. 534-538

A Proposal of a Fuzzy-Neuro Predictive Control, Tuned by Genetic Algorithms, with application to the Start-Up Control of a Distillation Column (Abstract)

L. V. R. Arruda , CEFET/PR, Curitiba, PR/Brazil
Flavio Jr. Neves , CEFET/PR, Curitiba, PR/Brazil
Joao Alberto Fabro , State University of West Parana, PR, Brazil
pp. 539-541

Modelling Incremental LearningWith The Batch SOM Training Method (Abstract)

Simon O'Keefe , University of York, UK
Vicente O. Baez-Monroy , University of York, UK
pp. 542-544

River Flow Forecasting for Reservoir management through Neural Networks (Abstract)

Anelle Valenca , UFPE, Recife, Brazil
Meuser Valenca , Chesf Meio Ambiente Recife, Brazil
Teresa Ludermir , Departamento - Informatica Recife, Brazil
pp. 545-547

Modeling of the rainfall-runoff relationship with artificial neural network (Abstract)

Teresa Ludermir , UFPE Departamento - Informatica Recife, Brazil
Meuser Valenca , Chesf Meio Ambiente Recife, Brazil
Anelle Valenca , UFPE Recife, Brazil
pp. 548-550

Reinforcement Learning-Hierarchical Neuro-Fuzzy Politree Model for Autonomous Agents - Evaluation in a Multi-Obstacle Environment (Abstract)

Marley Vellasco , PUC-Rio, Computing and Systems Engineering,UERJ - Brazil
Marco Pacheco , Electrical Engineering, PUC-UERJ - Brazil
Karla Figueiredo , UERJ,Brazil
Luciana Campos , PUC-Rio, Brazil
pp. 551-554
Author Index

Author Index (Abstract)

pp. 555
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