CSDL - Proceedings S

Committees (PDF)

pp. xii

Reviewers (PDF)

pp. xiii

SBRN Session 1: Real World Applications

Application of Feedforward Neural Networks for Soft Sensors in the Sugar Industry (Abstract)

Dirk Devogalaere, K.U. Leuven

Marcel Rijckaert, K.U. Leuven

Osvaldo Goza Leon, Higher Polytechnic Institute of Havana "Jose Antonio Echeverria"

Gil Cruz Lemus, Higher Polytechnic Institute of Havana "Jose Antonio Echeverria"

pp. 2

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A New Technique Based on Genetic Algorithms for Tracking of Power System Harmonics (Abstract)

Renata A. Macêdo, University of S?o Paulo

Donato da Silva, University of S?o Paulo

Denis V. Coury, University of S?o Paulo

Andre C.P.L.F. de Carvalho, Institute of Mathematics Sciences and Computer

pp. 7

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Using MLP Networks to Classify Red Wines and Water Readings of an Electronic Tongue (Abstract)

Humberto Costa de Sousa, University of S?o Paulo

Antonio Riul Jr., EMBRAPA Instrumenta??o Agropecu?ria

pp. 13

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Identification of a Multivariate Fermentation Process using Constructive Learning (Abstract)

L.A.C. Meleiro, State University of Campinas -- UNICAMP

R.J.G.B Campello, State University of Campinas -- UNICAMP

R. Maciel Filho, State University of Campinas -- UNICAMP

F.J. Von Zuben, State University of Campinas -- UNICAMP

pp. 19

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A Symbolic Approach to Gene Expression Time Series Analysis (Abstract)

Ivan G. Costa, Federal University of Pernambuco

Francisco De A.T. de Carvalho, Federal University of Pernambuco

Marcílio C.P. de Souto, University of S?o Paulo at S?o Carlos

pp. 25

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The Influence of Noisy Patterns in the Performance of Learning Methods in the Splice Junction Recognition Problem (Abstract)

Ana C. Lorena, Universidade de S?o Paulo

Gustavo E.A.P.A. Batista, Universidade de S?o Paulo

André C.P.L.F. de Carvalho, Universidade de S?o Paulo

Maria C. Monard, Universidade de S?o Paulo

pp. 31

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SBRN Session II: Computational Learning Theory/Function Approximation

Control of Generalization with a Bi-Objective Sliding Mode Control Algorithm (Abstract)

Marcelo Azevdo Costa, Federal University of Minas Gerais

Antônio Pádua Braga, Federal University of Minas Gerais

Benjamin Rodrigues de Menezes, Federal University of Minas Gerais

Gustavo Guimarães Parma, Federal University of Minas Gerais

Roselito de Albuquerque Teixeria, Federal University of Minas Gerais

pp. 38

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Improved generalization learning with Sliding Mode Control and the Levenberg-Marquadt Algorithm (Abstract)

Marcelo Azevedo Costa, Federal University of Minas Gerais

Antônio Pádua Braga, Federal University of Minas Gerais

Benjamin Rodrigues de Menezes, Federal University of Minas Gerais

pp. 44

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Constructive and Pruning Methods for Neural Network Design (Abstract)

Marcelo Azevedo Costa, Federal University of Minas Gerais

Antônio Pádua Braga, Federal University of Minas Gerais

Benjamin Rodrigues de Menezes, Federal University of Minas Gerais

pp. 49

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A Feed Forward Neural Network with Resolution Properties for Function Approximation and Modeling (Abstract)

Paulo H. da F. Silva, UNED

Everton N.R.Q. Fernandes, UERN

Adrião D.D. Neto, UFRN

pp. 55

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Growing Compact RBF Networks Using a Genetic Algorithm (Abstract)

André da Motta Salles Barreto, COPPE/UFRJ

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

Nelson F.F. Ebecken, COPPE/UFRJ

pp. 61

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Turing Machines with Finite Memory (Abstract)

Wilson Rosa de Oliveira, UFRPE

Marcílio C.P. de Souto, UFPE

Teresa B. Ludermir, UFPE

pp. 67

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SBRN Session III: Time Series Modeling and Forecasting/Dynamical Systems

NeuroInflow: The New Model to Forecast Average Monthly Inflow (Abstract)

Mêuser Valença, Universidade Salgado de Oliveira

Teresa Ludermir, Universidade Federal de Pernambuco

pp. 74

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Fuzzy Markov Predictor with First and Second-Order Dependences (Abstract)

Marcelo Andrade Teixeira, Federal University of Rio de Janeiro (UFRJ); Electric Power Research Center (CEPEL)

Gerson Zaverucha, Federal University of Rio de Janeiro (UFRJ)

pp. 80

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Forecasting the Air Transport Demand for Passengers with Neural Modelling (Abstract)

K.P.G. Alekseev, Federal University of Rio de Janeiro

J.M. Seixas, Federal University of Rio de Janeiro

pp. 86

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A Network of Globally Coupled Chaotic Maps for Adaptive Multi-Resolution Image Segmentation (Abstract)

Liang Zhao, Universidade de S?o Paulo

Rogerio A. Furukawa, Universidade de S?o Paulo

André C.P.L.F. de Carvalho, Universidade de S?o Paulo

pp. 92

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Dynamic Behaviour Forecast as a Driving Force in the Coevolution of One-Dimensional Cellular Automata (Abstract)

Gina M.B. Oliveira, Universidade Presbiteriana Mackenzie

Oscar K.N. Asakura, Universidade Presbiteriana Mackenzie

Pedro P.B. de Oliveira, Universidade Presbiteriana Mackenzie

pp. 98

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Extracting Driving Signals from Non-Stationary Time Series (Abstract)

M.I. Széliga, Instituto de F?sica Rosario, CONICET-UNR

P.F. Verdes, Instituto de F?sica Rosario, CONICET-UNR,

P.M. Granitto, Instituto de F?sica Rosario, CONICET-UNR,

H.A. Ceccatto, Instituto de F?sica Rosario, CONICET-UNR,

pp. 104

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SBRN Session IV: Real World Applications

Fault Detection and Diagnosis in Duals Converters Applied in DC Drives (PDF)

Marlon R. de Gouvêa, A?ominas Gerais S.A.

Lane M.R. Baccarini, Universidade Federal de S?o Jo?o del Rei

Walmir M. Caminhas, Universidade Federal de Minas Gerais

pp. 110

Francisco Luiz dos Santos

Pattern recognition of gases of petroleum based on RBF model (PDF)

Maria Silva Santos Barbosa, USEB

Teresa B. Ludermir, Universidade Federal de Pernambuco

Marizete Silva Santos, Universidade Federal de Pernambuco

José Edison Gomes de Souza, Universidade Cat?lica de Pernambuco - UNICAP

Celso Pinto de Melo

pp. 111

Internet economic news gathering and classification: a neural network software agent based approach (PDF)

Eber M Duarte, Federal University of Minas Gerais

Antônio P. Braga, Federal University of Minas Gerais

José L. Braga, Federal University of Vi?osa

pp. 112

Bayesian Neural Networks on the Inference of Distillation Product Quality (PDF)

C. Hall Barbosa, PUC-Rio

B. Melo, PUC-Rio

M. Vellasco, PUC-Rio

M. Pacheco, PUC-Rio

L.P. Vasconcellos, Centro de Pesquisas e Desenvolvimento Leopoldo Am?rico Miques de Mello - CENPES

pp. 0113

Neural Networks for the analysis of Common Mental Disorders Factors (PDF)

C.R.S. Lopes, Universidade Federal de Pernambuco; Universidade Estadual do Sudoeste da Bahia

T.B. Ludermir, Universidade Federal de Pernambuco

M.C.P. de Souto, Universidade Federal de Pernambuco

A.B. Ludermir, Universidade Federal de Pernambuco

pp. 114

Forecasting the IBOVESPA Using NARX Networks and Random Walk Model (PDF)

Eleonora Ma. Jesus Oliveira, Federal University of Pernambuco

Teresa B. Ludermir, University of Pernambuco

pp. 115

SBRN Session V: Hybrid Systems

A Study of Crossvalidation and Bootstrap as Objective Functions for Genetic Algorithms (Abstract)

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

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

T.B. Ludermir, Permanbuco Federal University

pp. 118

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Alber de Franca Mendes Carneiro

Genetic Operators Setting for the Operation Planning of Hydrothermal Systems (Abstract)

Patricia Texeira Leite, USP

Andre C. P. Ferreira de Carvalho

pp. 124

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A Heuristic Method Based on Unsupervised Learning and Fuzzy Inference for the Vehicle Routing Problem (Abstract)

Lalinka de C.T. Gomes, State University of Campinas (Unicamp)

Fernando J. Von Zuben, State University of Campinas (Unicamp)

pp. 130

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Global Optimization Methods for Designing and Training Neural Networks (Abstract)

Akio Yamazaki, Federal University of Pernambuco

Teresa B. Ludermir, Federal University of Pernambuco

Marcílio C.P. de Souto, Federal University of Pernambuco

pp. 136

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Support Vector Machines with Symbolic Interpretation (Abstract)

Haydemar Núñez, Polytechnical University of Catalonia; Universidad Central de Venezuela

Cecilio Angulo, Polytechnical University of Catalonia; LEA-SICA

Andreu Català, Polytechnical University of Catalonia; LEA-SICA

pp. 142

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SBRN Session VI: SOM/Fuzzy Systems

Automatic Text Categorization: Case Study (PDF)

Renato Fernandes Corrêa, UFPE

Teresa Bernarda Ludermir, UFPE

pp. 150

Segmentation of Digitized Mammograms Using Self-Organizing Maps in a Breast Cancer Computer Aided Diagnosis System (PDF)

Tulio Cesar Soares dos Santos Andre

Antônio Carlos Roque da Silva Filho

pp. 151

An Efficient Approach of the SOM Algorithm to the Traveling Salesman Problem (PDF)

Frederico Carvalho Vieira, Federal University of Rio Grande do Norte

Adrião Duarte Dória Neto, Federal University of Rio Grande do Norte

José Alfredo Costa, Federal University of Rio Grande do Norte

pp. 152

A Recurrent Fuzzy Neural Network: Learning and Application (PDF)

Rosangela Ballini, Unicamp

Fernando Gomide, Unicamp

pp. 153

A Fuzzy Approach to Support a Musculoskeletal Disorders Diagnosis (PDF)

Domingos Vanderlei Filho, UFPE

Marcos A. dos Santos, UFPE

Teresa Bernarda Ludermir, UFPE

Mêuser Jorge Silva Valença, UNIVERSO

pp. 154

SBRN Session VII: Ensembles/Signal Processing

An Investigation of Fuzzy Combiners applied to a Hybrid Multi-neural System (Abstract)

Anne M P Canuto, UFRN

Michael Fairhurst, Universtiy of Kent

Gareth Howells, University of Kent

pp. 156

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Mixture of Experts Applied to Nonlinear Dynamic Systems Identification: A Comparative Study (Abstract)

Clodoaldo Ap. M. Lima, State University of Campinas - Unicamp

André L. V. Coelho, State University of Campinas - Unicamp

Fernando J. Von Zuben, State University of Campinas - Unicamp

pp. 162

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SAR Image Classification Using a Neural Classifier Based on Fisher Criterion (Abstract)

Alexsandro M. Jacob, Instituto Tecnol?gico de Aeron?utica (ITA)

Elder M. Hemerly, Instituto Tecnol?gico de Aeron?utica (ITA)

David Fernandes, Instituto Tecnol?gico de Aeron?utica (ITA)

pp. 168

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Using a Chain of LVQ Neural Networks for Pattern Recognition of EEG Signals Related to Intermittent Photic-Stimulation (Abstract)

Mauricio Kugler, Federal Center for Technological Education of Paran? -- CEFET- PR

Heitor Silvério Lopes, Federal Center for Technological Education of Paran? - CEDET - PR

pp. 173

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Aggregation Algorithms for Neural Network Ensemble Construction (Abstract)

P.M. Granitto, Instituto de F?sica Rosario, CONICET-UNR

P.F. Verdes, Instituto de F?sica Rosario, CONICET-UNR

H.D. Navone, Instituto de F?sica Rosario, CONICET-UNR

H.A. Ceccatto, Instituto de F?sica Rosario, CONICET-UNR

pp. 178

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Spatially Adaptive Image Restoration by Neural Network Filtering (Abstract)

Alex S. Palmer, University of East Anglia

Moe Razaz, University of East Anglia

Danilo P. Mandic, Imperial College

pp. 184

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Technique to Design MLP?s Networks in CMOS Technology with Adjustment of the Back-Propagation Algorithm (PDF)

SBRN Session VIII: Control/Hardware

Fabio de Albuquerque Pereira, UFBA

Jés Jesus Fiais Cerqueira, UFBA

pp. 192

Adjacency Matrix Representation in Evolutionary Circuit Synthesis (PDF)

A. Mesquita, Federal University of Rio de Janeiro

Marco Antonio Alvares dos Prazeres Rafael, Federal University of Rio de Janeiro

pp. 193

Multicast Routing with Quality of Service and Traffic Engineering Requirements in the Internet, Based On Genetic Algorithm (PDF)

Paulo Teixeira de Araújo, Universidade Presbiteriana Mackenzie

Gina Maira Barbosa de Oliveira, Universidade Presbiteriana Mackenzie

pp. 194

Dynamic Modeling of Robotic Trajectories Using the Parametrized SOM (PDF)

Antonio C. Padoan Jr., Universidade de S?o Paulo (USP)

Aluizio F.R. Araújo, Universidade de S?o Paulo (USP)

Guilherme de A. Barreto, Universidade de S?o Paulo (USP)

pp. 195

Autonomous Vehicle Parking using Finite State Automata Learned by J-CC Artificial Neural Nets (PDF)

Fernando Osório, UNISINOS - Universidade do Vale do Rio dos Sinos

Farlei Heinen, UNISINOS - Universidade do Vale do Rio dos Sinos

Luciane Fortes, UNISINOS - Universidade do Vale do Rio dos Sinos

pp. 196

Neural Network Applied to the Coevolution of the Memetic Algorithm for Solving the Makespan Minimization Problem in Parallel Machine Scheduling (PDF)

Tatiane R. Bonfim, State University of Campinas

Akebo Yamakami, State University of Campinas

pp. 197

Electrocardiogram Pattern Recognition by Means of MLP Network and PCA: A Case Study on Equal Amount of Input Signal Types (Abstract)

SBRN Session IX: Computational Vision/PCA/ICA

Fabian Vargas, Catholic University - PUCRS

Maria Cristina Felippetto de Castro, Catholic University - PUCRS

Marcello Macarthy, Catholic University - PUCRS

Djones Lettnin, Catholic University - PUCRS

pp. 200

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Character Recognition in Car License Plates Based on Principal Components and Neural Processing (Abstract)

Aline da Rocha Gesualdi, Rio de Janeiro Federal University

José Manoel de Seixas, Rio de Janeiro Federal University

Marcelo Portes de Albuquerque, Brazilian Center for Research in Physics (CBPF)

Márcio Portes de Albuquerque, Brazilian Center for Research in Physics (CBPF)

pp. 206

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Automatic Gender Identification by Speech Signal Using Eigenfiltering Based on Hebbian Learning (Abstract)

Rubem Dutra R. Fagundes, Pontif?cia Universidade Cat?lica do Rio Grande do Sul - PUCRS

Alexandre A. Cheuiche Martins, Pontif?cia Universidade Cat?lica do Rio Grande do Sul - PUCRS

Fernando Comparsi de Castro, Pontif?cia Universidade Cat?lica do Rio Grande do Sul - PUCRS

Maria Cristina Felippetto de Castro, Pontif?cia Universidade Cat?lica do Rio Grande do Sul - PUCRS

pp. 212

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Identification of Failed (Fissured) Fuel Rods in Nuclear Reactors Using Neural Processing and Principal Component Analysis. (Abstract)

C.C.B. Teles, Federal University of Rio de Janeiro

J.M. Seixas, Federal University of Rio de Janeiro

pp. 217

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Neural Coding by Redundancy Reduction and Correlation (Abstract)

Allan Kardec Barros, UFMA; RIKEN

Andrzej Chichocki, RIKEN

pp. 223

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Extraction of Visual Information Using Maximum Likelihood Hebbian Learning (Abstract)

Emilio Corchado, Universidad de Burgos

Colin Fyfe, University of Paisley

pp. 227

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Decisior Implementation in Neural Model Selection by Multi-objective Optimization (PDF)

SBRN Session X: Miscellaneous

Roselito de A. Teixeira, Universidade Federal de Minas Gerais

Antônio P. Braga, Universidade Federal de Minas Gerais

Ricardo H.C. Takahashi, Universidade Federal de Minas Gerais

Rodney R. Saldanha, Universidade Federal de Minas Gerais

pp. 234

José Carlos Martins Oliveira

Implementation of Probabilistic Automata in Weightless Neural Networks (PDF)

Marcílio Carlos Pereira de Souto, Universidade de S?o Paulo

Teresa Bernarda Ludemir, Universidade Federal de Pernambuco

pp. 235

Neural Connect 4 - A Connectionist Approach to the Game (Abstract)

Marvin Oliver Schneider, Pontif?cia Universidade Cat?lica de Campinas

João Luís Garcia Rosa, Pontif?cia Universidade Cat?lica de Campinas

pp. 236

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Modulatory Interaction as a Support to Modeling Neural Substrates of the Decision Process (PDF)

Jairo Diniz Filho, Universidade Federal do Cear?

Teresa B. Ludermir, Universidade Federal de Pernambuco

pp. 242

A Biologically Inspired Connectionist System for Natural Language Processing (Abstract)

João Luís Garcia Rosa, PUC - Campinas

pp. 243

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SBRN/SBIA Session 1

Comparing Immue and Neural Networks (Abstract)

Leandro Nunes de Castro, State University of Campinas (Unicamp)

pp. 250

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NSL: a Neuro-Symbolic Language for Monotonic and Non-Monotonic Logical Inferences (Abstract)

E. Burattini, Instituto di Cibernetica "E. Cainiello" - C.N.R.

M. De Gregorio, Instituto di Cibernetica "E. Cainiello" - C.N.R.

A. de Francesco, Instituto di Cibernetica "E. Cainiello" - C.N.R.

pp. 256

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Speeding Up Autonomous Learning by Using State-Independent Option Policies and Termination Improvement (Abstract)

Letícia Maria Friske, Instituto Tecnol?gico de Aeron?utica

Carlos Henrique Costs Ribeiro, Instituto Tecnol?gico de Aeron?utica

pp. 262

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Author Index (PDF)

pp. 269