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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
pp. xvii
Plenary Keynotes Session
Rudolf Kruse , University of Magdeburg, Germany
Jorg Gebhardt , University of Magdeburg, Germany
pp. 3
Alexander Gelbukh , National Polytechnic Institute (IPN), Mexico
pp. 6
ONS Invited Paper
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
Carla da C. Lopes Achao , Planning Engenharia e Consultoria, Brazil
pp. 9-16
Hybrid Intelligent System Architectures
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
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
Ramin Halavati , Sharif University of Technology, Tehran, Iran
Jaffar Habibi , Sharif University of Technology, Tehran, Iran
Saeed Bagheri Shouraki , Sharif University of Technology, Tehran, Iran
pp. 35-40
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
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
Lily Rachmawati , National University of Singapore
Dipti Srinivasan , National University of Singapore
pp. 55-60
Rogerio Marinke , Faculdade de Tecnologia do Estado de Sao Paulo - FATEC? Brazil
Ivone Matiko , Faculdade de Tecnologia do Estado de Sao Paulo - FATEC? Brazil
Ernesto Araujo , Instituto Nacional de Pesquisas Espaciais - INPE? Brazil
Leandro dos Santos Coelho , Pontificia Universidade Catolica do Parana - PUCPR? Brazil
pp. 67-72
Chang Su , Nanjing University, China
Yang Gao , Nanjing University, China
Jianmei Yang , Nanjing University, China
Bin Luo , Nanjing University, China
pp. 73-78
Fuzzy Systems
Inhauma Neves Ferraz , Universidade Federal Fluminense
Ana Cristina Bicharra Garcia , Universidade Federal Fluminense
pp. 87-91
Leonid Sheremetov , Mexican Petroleum Institute (IMP), Mexico
Ildar Batyrshin , Mexican Petroleum Institute (IMP), Mexico
Jorge Martinez , Mexican Petroleum Institute (IMP), Mexico
Hector Rodriguez , Mexican Petroleum Institute (IMP), Mexico
Denis Filatov , National Technical University, Mexico
pp. 92-97
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
Nicomedes L. Cavalcanti Junior , Centro de Informatica - CIn / UFPE, Brazil
pp. 104-109
Elaine T. Fonseca , Structural Engineering Department, UERJ
Pedro C. G. da S , Structural Engineering Department, UERJ, Brazil
Marley M. B. R. Vellasco , Electrical Engineering Dept., PUC-RI, Brazil
Sebastiao A. L. de Andrade , Civil Engineering Department, PUC-RIO, Brazil
pp. 110-115
J. A. Vieira , Department of Electrotecnica of the Escola Superior de Tecnologia, Portugal
F. Morgado Dias , Department of Electrotecnica of the Escola Superior de Tecnologia, Portugal
A. M. Mota , Universidade de Aveiro, Campus Santiago, Aveiro, Portugal
pp. 116-124
Neural Networks
Maria do Carmo Nicoletti , UFSCar - DC, Brazil
Lucas Baggio Figueira , UFSCar - DC, Brazil
Estevam R. Jr. Hruschka , UFSCar - DC, Brazil
pp. 125-130
Bruno Apolloni , Universita degli Studi di Milano, Italy
Dario Malchiodi , Universita degli Studi di Milano, Italy
Andrea Brega , Universita degli Studi di Milano, Italy
pp. 131-136
Priscila M. V. Lima , NCE/Instituto de Matematica 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
Felipe M. G. Franca , Universidade Federal do Rio de Janeiro, Brazil
pp. 137-142
Paulemir G. Campos , Center of Computer Science of the Federal University of Pernambuco, Brazil
Teresa B. Ludermir , Center of Computer Science of the Federal University of Pernambuco, Brazil
pp. 143-148
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
Domingos Vanderlei Filho , Federal University of Pernambuco, Recife - PE Brazil
Hilton de C. Jr Chaves , Federal University of Pernambuco, Recife - PE Brazil
Meuser J. S. Valen? , UNIVERSO, Recife - PE Brazil
Fernando M. Campello de Souza , Federal University of Pernambuco, Recife - PE Brazil
pp. 155-162
Machine Learning
Esther L. Colombini , Technological Institute of Aeronautics, ITA-IEC-IEES, Sao Jose dos Campos, SP, Brazil
Carlos H. C. Ribeiro , Technological Institute of Aeronautics, ITA-IEC-IEES, Sao Jose dos Campos, SP, Brazil
pp. 163-168
Hidenao Abe , Shimane University, School of Medicine, Japan
Miho Ohsaki , Faculty of Engineering, Doshisha University, Japan
Shusaku Tsumoto , Shimane University, School of Medicine
Takahira Yamaguchi , Faculty of Science and Technology, Keio University, Japan
pp. 169-174
Jerzy W. Grzymala-Busse , University of Kansas, Lawrence, KS
Zdzislaw S. Hippe , University of Information Technology and Management, Rzeszow, Poland
Teresa Mroczek , University of Information Technology and Management, Rzeszow, Poland
Edward Roj , Fertilizer Research Institute, Pulawy, Poland
Boleslaw Skowronski , Fertilizer Research Institute, Pulawy, Poland
pp. 175-180
Marzena Kryszkiewicz , Warsaw University of Technology, Poland
pp. 181-186
James F. Peters , University of Manitoba, Canada
Daniel Lockery , University of Manitoba, Canada
Sheela Ramanna , University of Winnipeg, Manitoba, Canada
pp. 187-192
Abdelhamid Bouchachia , University of Klagenfurt, Austria
pp. 193-200
Statistical Learning
Bernd-Juergen Falkowski , University of Applied Sciences Stralsund
pp. 201-205
Amitava Karmaker , University of Texas at San Antonio
Stephen Kwek , University of Texas at San Antonio,
pp. 206-211
Krzysztof Grabczewski , Nicolaus Copernicus University Torun, Poland
Norbert Jankowski , Nicolaus Copernicus University Torun, Poland
pp. 212-217
Cleber Zanchettin , Federal University of Pernambuco
Ferdinand L. minku , Federal University of Pernambuco
Teresa B. Ludermir , Federal University of Pernambuco
pp. 218-226
Heuristics and Optimization
Shigeyuki Takahara , Kagawa Prefectural Industrial Technology Center, Japan
Sadaaki Miyamoto , University of Tsukuba, Japan
pp. 227-232
Christian Blum , Universitat Politecnica de Catalunya Barcelona, Spain
Krzysztof Socha , IRIDIA - Universit?e Libre de Bruxelles Brussels, Belgium
pp. 233-238
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
Heitor S. Lope , Bioinfonnatics Lab./CPGEI, CEFET-PR, , Curitiba (PR), Brazi
Leandro S . Coelho , PPGEPStLAS, PUC-PR, Curitiba (PR), Brazil
pp. 245-250
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
Adriao Duarte Doria Neto , Universidade Federal do Rio Grande do Norte, Campus Universitario, Natal, Brazil
pp. 251-258
Multi-Objective Optimization
Peter Tawdross , Kaiserslautern University of Technology, Kaiserslautern, Germany
Andreas Konig , Kaiserslautern University of Technology, Kaiserslautern, Germany
pp. 259-264
Hisao Ishibuchi , Graduate School of Engineering, Osaka Prefecture University, Japan
Kaname Narukawa , Graduate School of Engineering, Osaka Prefecture University, Japan
pp. 265-270
Hisao Ishibuchi , Graduate School of Engineering, Osaka Prefecture University, Japan
Yusuke Nojima , Graduate School of Engineering, Osaka Prefecture University, Japan
pp. 271-276
Crina Grosan , Babes-Bolyai University,
Ajith Abraham , Chung-Ang University, South Korea
pp. 277-284
Features, Classification, and Clustering
Anne M P Canuto , Federal University of Rio Grande do Norte, Brazil
Lucas de Melo Oliveira , Federal University of Rio Grande do Norte, Brazil
Joao C Junior Xavier , Federal University of Rio Grande do Norte, Brazil
Araken de M Santos , Federal University of Rio Grande do Norte, Brazil
Marjory C C Abreu , Federal University of Rio Grande do Norte, Brazil
pp. 285-290
Giovanni Semeraro , Universita degli Studi di Bari, Italy
Pasquale Lops , Universita degli Studi di Bari, Italy
Marco Degemmis , Universita degli Studi di Bari, Italy
pp. 291-296
Leonardo Vidal Batista , DI - UFPB Cidade Universitaria, Brazil
Moab Mariz Meira , DI - UFPB Cidade Universitaria, Brazil
Nicomedes L. Cavalcanti , CIn / UFPE Cidade Universitaria, Brazil
pp. 297-302
Kihoon Yoon , University of Texas at San Antonio
Stephen Kwek , University of Texas at San Antonio
pp. 303-308
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
Bernardo Penna Resende de Carvalho , Vetta Labs - Research and Development Division, MG, Brazil
Wilian Soares Lacerda , Federal University of Lavras - UFLA, MG, Brazil
Antonio Padua Braga , Federal University of Minas Gerais - UFMG, MG, Brazil
pp. 323-328
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
Adriana da Costa F. Chaves , Pontifical Catholic University of Rio de Janeiro, Brazil
Marley Maria B. R. Vellasco , Pontifical Catholic University of Rio de Janeiro, Brazil
Ricardo Tanscheit , Pontifical Catholic University of Rio de Janeiro, Brazil
pp. 335-340
Jose Guajardo , University of Chile
Jaime Miranda , University of Chile
Richard Weber , University of Chile
pp. 341-346
E. Douglas , Universidad Central de Venezuela, Venezuela
D. Torres , Universidad Central de Venezuela, Venezuela
M. Claudio , Universidad Central de Venezuela, Venezuela
S. Rocco , Universidad Central de Venezuela, Venezuela
pp. 347-352
E. Douglas , Universidad Central de Venezuela, Venezuela
D. Torres , Universidad Central de Venezuela, Venezuela
M. Claudio , Universidad Central de Venezuela, Venezuela
S. Rocco , Universidad Central de Venezuela, Venezuela
pp. 353-360
Image and Signal Processing
Rodrigo Verschae , Universidad de Chile
Javier Ruiz del Solar , Universidad de Chile
Mario Koppen , Fraunhofer IPK, Dept. Security Technologies Pascalstr. Berlin, Germany
Raul Vicente Garcia , Fraunhofer IPK, Dept. Security Technologies Pascalstr. Berlin, Germany
pp. 361-366
Jiang Yun , College of Mathematics and Information Science, China
Li Zhanhuai , College of Computer Science, Northwestern Polytechnical University, China
Wang Yong , College of Computer Science, Northwestern Polytechnical University, China
Zhang Longbo , College of Computer Science, Northwestern Polytechnical University, China
pp. 367-372
JanKees van der Poel , Instituto de Educacao Superior da Parayba
Carlos Wilson Dantas de Almeida , Universidade Federal da Parayba
Leonardo Vidal Batista , Universidade Federal da Parayba
pp. 373-378
Daniela Mayumi Ushizima , Universidade Catolica de Santos Grupo de Sistemas Inteligentes
Ana C. Lorena , Universidade Catolica de Santos Grupo de Sistemas Inteligentes
Andre C. P. L. F. de Carvalho , Universidade de Sao Paulo Laboratorio de Inteligencia Computacional
pp. 379-384
Airam Carlos Pais Barreto Marques , Biologica Sistemas Ltda, Av. Almirante Barroso, Rio de Janeiro, Brazil
Antonio Carlos Gay Thome , UFRJ - Universidade Federal Rio de Janeiro, Brazil
pp. 385-392
Data Mining
Shoji Hirano , Shimane University, School of Medicine, Japan
Shusaku Tsumoto , Shimane University, School of Medicine, Japan
pp. 399-404
Eduardo R. Hruschka , Catholic University of Santos (UniSantos), Brazil.
Thiago F. Covoes , Catholic University of Santos (UniSantos), Brazil.
Estevam R. Jr. Hruschka , Federal University of Sao Carlos, Brazil.
Nelson F.F. Ebecken , COPPE / Federal University of Rio de Janeiro, Brazil.
pp. 405-410
Ana Teixeira , Universidade Nova de Lisboa, Portugal
Paula M. Alves , Instituto de Biologia Experimental e Tecnologica, Portugal
Rui Oliveira , Universidade Nova de Lisboa, Portugal
Carlos Alves , Universidade Nova de Lisboa, Caparica, Portugal
Manuel J. T Carrondo , Instituto de Biologia Experimental e Tecnologica
pp. 411-416
Norbert Jankowski , Nicolaus Copernicus University
Krzysztof Grabczewski , Department of Informatics, Nicolaus Copernicus University
pp. 417-424
Control and Automation
Hongbo Li , Tsinghua University, Beijing, China
Zengqi Sun , Tsinghua University, Beijing, China
Fengge Wu , Tsinghua University, Beijing, China
Fuchun Sun , Tsinghua University, Beijing, China
pp. 425-430
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
Denise Regina Pechmann , UNISINOS, Sao Leopoldo, RS, Brasil
Adelmo Luis Cechin , UNISINOS, Sao Leopoldo, RS, Brasil
pp. 437-444
Multi-Agent Systems
Hongbo Liu , Dalian University of Technology, Dalian, China
Ajith Abraham , Chung-Ang University, Seoul, Korea
pp. 445-450
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
Karl Kaas Laursen , Aalborg University, Denmark
Martin Fejrskov Pedersen , Aalborg University, Denmark
Jan Dimon Bendtsen , Aalborg University, Denmark
Lars Alminde , Aalborg University, Denmark
pp. 457-462
Dennis Barrios-Aranibar , Federal University of Rio Grande do Norte, Brazil
Pablo Javier Alsina , Federal University of Rio Grande do Norte, Brazil
pp. 463-468
Derek Messie , Syracuse University, Syracuse, NY
Jae C. Oh , Syracuse University, Syracuse, NY
pp. 469-476
Business Systems and Financial Engineering
Jose A. B. Tome , INESC-id,Rua Alves Redol,Lisboa
Joao Paulo Carvalho , INESC-id,Rua Alves Redol,Lisboa
pp. 477-481
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
Azucena Montes , Centro Nacional de Investigacion y Desarrollo Tecnologico
Gerardo Reyes , Centro Nacional de Investigacion y Desarrollo Tecnologico
pp. 482-487
Juan G. Lazo Lazo , Pontifical Catholic University of Rio de Janeiro, PUC-Rio
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
pp. 488-496
Posters
Antonio J. T. Garcia , IBM Software Group, Brazil
Eduardo R. Hruschka , Catholic University of Santos (UniSantos), Brazil.
pp. 497-499
Viviane de Aragao Trindade , Universidade Federal Fluminense Niteroi - RJ - Brasil
Luiz Satoru Ochi , Universidade Federal Fluminense Niteroi - RJ - Brasil
pp. 500-502
Antoniya Georgie , University of Portsmouth,Portsmouth, UK
Ivan Jordanov , University of Portsmouth,Portsmouth, UK
pp. 503-505
David Al-Dabass , Nottingham Trent University, UK
David Evans , Nottingham Trent University, UK
Manling Ren , Nottingham Trent University, UK
pp. 506-508
Jian Ma , Tsinghua Univ., Beijing China
Zengqi Sun , Tsinghua Univ., Beijing China
pp. 509-511
Adriano L. I. Oliveira , Pernambuco State University Rua Benfica, PE, Brazil
Ericles A. Medeiros , Pernambuco State University Rua Benfica, PE, Brazil
Thyago A. B. V. Rocha , 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
Sandeep Chandana , University of Regina, Saskatchewan, Canada
Rene V. Mayorga , University of Regina, Saskatchewan, Canada.
pp. 518-520
Fabio A. Guerra , ATENA - Intelligent Systems, Curitiba, PR, Brazil
Leandro dos S. Coelho , Pontif?cal Catholic University of Parana, PUCPR/PPGEPS/LAS,Curitiba, PR, Brazil
pp. 521-523
Mehdi Fatemi , Shiraz University
Mehdi Roopaei , Shiraz University
Faridoon Shabaninia , Shiraz University
pp. 524-527
Patrick B. Moratori , Federal University of Rio de Janeiro, Brazil
Leila Cristina V. de Andrade , Federal University of Rio de Janeiro, Brazil
Adriano Joaquim de Oliveira Cruz , Federal University of Rio de Janeiro, Brazil
Cabral Lima , Federal University of Rio de Janeiro, Brazil
pp. 528-530
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
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
Joao Alberto Fabro , State University of West Parana, PR, Brazil
Flavio Jr. Neves , CEFET/PR, Curitiba, PR/Brazil
L. V. R. Arruda , CEFET/PR, Curitiba, PR/Brazil
pp. 539-541
Vicente O. Baez-Monroy , University of York, UK
Simon O'Keefe , University of York, UK
pp. 542-544
Meuser Valenca , Chesf Meio Ambiente Recife, Brazil
Teresa Ludermir , Departamento - Informatica Recife, Brazil
Anelle Valenca , UFPE, Recife, Brazil
pp. 545-547
Meuser Valenca , Chesf Meio Ambiente Recife, Brazil
Teresa Ludermir , UFPE Departamento - Informatica Recife, Brazil
Anelle Valenca , UFPE Recife, Brazil
pp. 548-550
Karla Figueiredo , UERJ,Brazil
Luciana Campos , PUC-Rio, Brazil
Marley Vellasco , PUC-Rio, Computing and Systems Engineering,UERJ - Brazil
Marco Pacheco , Electrical Engineering, PUC-UERJ - Brazil
pp. 551-554
Author Index
Author Index (Abstract)
pp. 555
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