7. SBRN 2002:
Recife,
Brazil
Teresa Bernarda Ludermir, Marcílio Carlos Pereira de Souto (Eds.):
7th Brazilian Symposium on Neural Networks (SBRN 2002), 11-14 November 2002, Recife, Brazil.
IEEE Computer Society 2002, ISBN 0-7695-1709-9 BibTeX
Real World Applications
- Dirk Devogelaere, Marcel Rijckaert, Osvaldo Goza Leon, Gil Cruz Lemus:
Application of Feedforward Neural Networks for Soft Sensors in the Sugar Industry.
2-6
Electronic Edition (link) BibTeX
- Renata A. Macêdo, Donato da Silva-Filho, Denis V. Coury, André Carlos Ponce Leon Ferreira de Carvalho:
A New Technique Based on Genetic Algorithms for Tracking of Power System Harmonics.
7-12
Electronic Edition (link) BibTeX
- Humberto Costa de Sousa, Antonio Riul Jr.:
Using MLP Networks to Classify Red Wines and Water Readings of an Electronic Tongue.
13-18
Electronic Edition (link) BibTeX
- Luiz Augusto da Cruz Meleiro, Ricardo J. G. B. Campello, Rubens Maciel Filho, Fernando J. Von Zuben:
Identification of a Multivariate Fermentation Process using Constructive Learning.
19-24
Electronic Edition (link) BibTeX
- Ivan G. Costa, Francisco de A. T. de Carvalho, Marcílio Carlos Pereira de Souto:
A Symbolic Approach to Gene Expression Time Series Analysis.
25-30
Electronic Edition (link) BibTeX
- Ana Carolina Lorena, Gustavo E. A. P. A. Batista, André Carlos Ponce Leon Ferreira de Carvalho, Maria Carolina Monard:
The Influence of Noisy Patterns in the Performance of Learning Methods in the Splice Junction Recognition Problem.
31-37
Electronic Edition (link) BibTeX
Computational Learning Theory/Function Approximation
- Marcelo Azevedo Costa, Antônio de Pádua Braga, Benjamin Rodrigues de Menezes, Gustavo Guimarães Parma, Roselito de Albuquerque Teixeira:
Control of Generalization with a Bi-Objective Sliding Mode Control Algorithm.
38-43
Electronic Edition (link) BibTeX
- Marcelo Azevedo Costa, Antônio de Pádua Braga, Benjamin Rodrigues de Menezes:
Improved generalization learning with Sliding Mode Control and the Levenberg-Marquadt Algorithm.
44-48
Electronic Edition (link) BibTeX
- Marcelo Azevedo Costa, Antônio de Pádua Braga, Benjamin Rodrigues de Menezes:
Constructive and Pruning Methods for Neural Network Design.
49-54
Electronic Edition (link) BibTeX
- Paulo H. da F. Silva, Everton N. R. Q. Fernandes, Adrião Duarte Dória Neto:
A Feed Forward Neural Network with Resolution Properties for Function Approximation and Modeling.
55-60
Electronic Edition (link) BibTeX
- André da Motta Salles Barreto, Helio J. C. Barbosa, Nelson F. F. Ebecken:
Growing Compact RBF Networks Using a Genetic Algorithm.
61-66
Electronic Edition (link) BibTeX
- Wilson Rosa de Oliveira, Marcílio Carlos Pereira de Souto, Teresa Bernarda Ludermir:
Turing Machines with Finite Memory.
67-73
Electronic Edition (link) BibTeX
Time Series Modeling and Forecasting/Dynamical Systems
- Mêuser Jorge Silva Valença, Teresa Bernarda Ludermir:
NeuroInflow: The New Model to Forecast Average Monthly Inflow.
74-79
Electronic Edition (link) BibTeX
- Marcelo Andrade Teixeira, Gerson Zaverucha:
Fuzzy Markov Predictor with First and Second-Order Dependences.
80-85
Electronic Edition (link) BibTeX
- K. P. G. Alekseev, José Manoel de Seixas:
Forecasting the Air Transport Demand for Passengers with Neural Modelling.
86-91
Electronic Edition (link) BibTeX
- Liang Zhao, Rogerio A. Furukawa, André Carlos Ponce Leon Ferreira de Carvalho:
A Network of Globally Coupled Chaotic Maps for Adaptive Multi-Resolution Image Segmentation.
92-97
Electronic Edition (link) BibTeX
- Gina M. B. Oliveira, Oscar K. N. Asakura, Pedro Paulo Balbi Oliveira:
Dynamic Behaviour Forecast as a Driving Force in the Coevolution of One-Dimensional Cellular Automata.
98-103
Electronic Edition (link) BibTeX
- María I. Széliga, Pablo F. Verdes, Pablo M. Granitto, H. Alejandro Ceccatto:
Extracting Driving Signals from Non-Stationary Time Series.
104-109
Electronic Edition (link) BibTeX
Real World Applications
- Marlon R. de Gouvêa, Lane M. R. Baccarini, Walmir M. Caminhas:
Fault Detection and Diagnosis in Duals Converters Applied in DC Drives.
110
Electronic Edition (link) BibTeX
- Maria Silva Santos Barbosa, Teresa Bernarda Ludermir, Marizete Silva Santos, Francisco Luiz dos Santos, José Edison Gomes de Souza, Celso Pinto de Melo:
Pattern recognition of gases of petroleum based on RBF model.
111
Electronic Edition (link) BibTeX
- Eber M. Duarte, Antônio de Pádua Braga, José L. Braga:
Internet economic news gathering and classification: a neural network software agent based approach.
112
Electronic Edition (link) BibTeX
- Carlos R. Hall Barbosa, B. Melo, Marley B. R. Vellasco, Marco Aurélio Cavalcanti Pacheco, L. P. Vasconcellos:
Bayesian Neural Networks on the Inference of Distillation Product Qualit.
113
Electronic Edition (link) BibTeX
- C. R. S. Lopes, Teresa Bernarda Ludermir, Marcílio Carlos Pereira de Souto, A. B. Ludermir:
Neural Networks for the analysis of Common Mental Disorders Factors.
114
Electronic Edition (link) BibTeX
- Eleonora Ma. Jesus Oliveira, Teresa Bernarda Ludermir:
Forecasting the IBOVESPA Using NARX Networks and Random Walk Model .
115-117
Electronic Edition (link) BibTeX
Hybrid Systems
SOM/Fuzzy Systems
Ensembles/Signal Processing
- Anne M. P. Canuto, Michael C. Fairhurst, Gareth Howells:
An Investigation of Fuzzy Combiners applied to a Hybrid Multi-neural System.
156-161
Electronic Edition (link) BibTeX
- Clodoaldo Ap. M. Lima, André Luís Vasconcelos Coelho, Fernando J. Von Zuben:
Mixture of Experts Applied to Nonlinear Dynamic Systems Identification: A Comparative Study.
162-167
Electronic Edition (link) BibTeX
- Alexsandro M. Jacob, Elder Moreira Hemerly, David Fernandes:
SAR Image Classification Using a Neural Classifier Based on Fisher Criterion .
168-172
Electronic Edition (link) BibTeX
- Mauricio Kugler, Heitor Silvério Lopes:
Using a Chain of LVQ Neural Networks for Pattern Recognition of EEG Signals Related to Intermittent Photic-Stimulation.
173-177
Electronic Edition (link) BibTeX
- Pablo M. Granitto, Pablo F. Verdes, Hugo D. Navone, H. Alejandro Ceccatto:
Aggregation Algorithms for Neural Network Ensemble Construction .
178-183
Electronic Edition (link) BibTeX
- Alex S. Palmer, Moe Razaz, Danilo P. Mandic:
Spatially Adaptive Image Restoration by Neural Network Filtering.
184-191
Electronic Edition (link) BibTeX
Control/Hardware
Computational Vision/PCA/ICA
- Fabian Vargas, Maria Cristina Felippetto de Castro, Marcello Macarthy, Djones Lettnin:
Electrocardiogram Pattern Recognition by Means of MLP Network and PCA: A Case Study on Equal Amount of Input Signal Types.
200-205
Electronic Edition (link) BibTeX
- Aline da Rocha Gesualdi, José Manoel de Seixas, Marcelo Portes de Albuquerque, Márcio Portes de Albuquerque:
Character Recognition in Car License Plates Based on Principal Components and Neural Processing.
206-211
Electronic Edition (link) BibTeX
- Rubem Dutra Ribeiro Fagundes, Alexandre A. Cheuiche Martins, Fernando Comparsi de Castro, Maria Cristina Felippetto de Castro:
Automatic Gender Identification by Speech Signal Using Eigenfiltering Based on Hebbian Learning.
212-216
Electronic Edition (link) BibTeX
- C. C. B. Teles, José Manoel de Seixas:
Identification of Failed (Fissured) Fuel Rods in Nuclear Reactors Using Neural Processing and Principal Component Analysis.
217-222
Electronic Edition (link) BibTeX
- Allan Kardec Barros, Andrzej Cichocki:
Neural Coding by Redundancy Reduction and Correlation.
223-226
Electronic Edition (link) BibTeX
- Emilio Corchado, Colin Fyfe:
Extraction of Visual Information Using Maximum Likelihood Hebbian Learning.
227-233
Electronic Edition (link) BibTeX
Miscellaneous
SBRN/SBIA Session 1
Copyright © Sat May 16 23:36:51 2009
by Michael Ley (ley@uni-trier.de)
