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7. SBRN 2002: Recife, Brazil
- Teresa Bernarda Ludermir, Marcílio Carlos Pereira de Souto:
7th Brazilian Symposium on Neural Networks (SBRN 2002), 11-14 November 2002, Recife, Brazil. IEEE Computer Society 2002, ISBN 0-7695-1709-9
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 - Renata A. Macêdo, Donato da Silva-Filho, Denis Vinicius Coury
, André Carlos Ponce de Leon Ferreira de Carvalho
A New Technique Based on Genetic Algorithms for Tracking of Power System Harmonics. 7-12 - Humberto Costa de Sousa, Antonio Riul Jr.
Using MLP Networks to Classify Red Wines and Water Readings of an Electronic Tongue. 13-18 - Luiz Augusto da Cruz Meleiro
Identification of a Multivariate Fermentation Process using Constructive Learning. 19-24 - Ivan G. Costa
A Symbolic Approach to Gene Expression Time Series Analysis. 25-30 - Ana Carolina Lorena
The Influence of Noisy Patterns in the Performance of Learning Methods in the Splice Junction Recognition Problem. 31-37
Computational Learning Theory/Function Approximation
- Marcelo Azevedo Costa, Antônio de Pádua Braga
Control of Generalization with a Bi-Objective Sliding Mode Control Algorithm. 38-43 - Marcelo Azevedo Costa, Antônio de Pádua Braga
Improved generalization learning with Sliding Mode Control and the Levenberg-Marquadt Algorithm. 44-48 - Marcelo Azevedo Costa, Antônio de Pádua Braga
Constructive and Pruning Methods for Neural Network Design. 49-54 - 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 - André da Motta Salles Barreto, Helio J. C. Barbosa, Nelson F. F. Ebecken
Growing Compact RBF Networks Using a Genetic Algorithm. 61-66 - Wilson Rosa de Oliveira
Turing Machines with Finite Memory. 67-73
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 - Marcelo Andrade Teixeira, Gerson Zaverucha:
Fuzzy Markov Predictor with First and Second-Order Dependences. 80-85 - K. P. G. Alekseev, José Manoel de Seixas:
Forecasting the Air Transport Demand for Passengers with Neural Modelling. 86-91 - Liang Zhao
A Network of Globally Coupled Chaotic Maps for Adaptive Multi-Resolution Image Segmentation. 92-97 - Gina M. B. Oliveira, Oscar K. N. Asakura, Pedro Paulo Balbi de Oliveira
Dynamic Behaviour Forecast as a Driving Force in the Coevolution of One-Dimensional Cellular Automata. 98-103 - María I. Széliga, Pablo F. Verdes, Pablo M. Granitto
Extracting Driving Signals from Non-Stationary Time Series. 104-109
Real World Applications
- Marlon R. de Gouvêa, Lane Maria Rabelo Baccarini, Walmir M. Caminhas:
Fault Detection and Diagnosis in Duals Converters Applied in DC Drives. 110 - 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 - Eber M. Duarte, Antônio de Pádua Braga
Internet economic news gathering and classification: a neural network software agent based approach. 112 - Carlos R. Hall Barbosa, B. Melo, Marley M. B. R. Vellasco, Marco Aurélio Cavalcanti Pacheco, L. P. Vasconcellos:
Bayesian Neural Networks on the Inference of Distillation Product Qualit. 113 - 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 - Eleonora Ma. Jesus Oliveira, Teresa Bernarda Ludermir:
Forecasting the IBOVESPA Using NARX Networks and Random Walk Model . 115-117
Hybrid Systems
- Estefane G. M. de Lacerda, André Carlos Ponce de Leon Ferreira de Carvalho
A Study of Crossvalidation and Bootstrap as Objective Functions for Genetic Algorithms. 118-123 - Patricia Texeira Leite, Alber de Franca Mendes Carneiro, André Carlos Ponce de Leon Ferreira de Carvalho
Genetic Operators Setting for the Operation Planning of Hydrothermal Systems. 124-129 - Lalinka de C. T. Gomes, Fernando J. Von Zuben
A Heuristic Method Based on Unsupervised Learning and Fuzzy Inference for the Vehicle Routing Problem. 130-135 - Akio Yamazaki, Teresa Bernarda Ludermir, Marcílio Carlos Pereira de Souto:
Global Optimization Methods for Designing and Training Neural Networks. 136-141 - Haydemar Núñez, Cecilio Angulo
Support Vector Machines with Symbolic Interpretation. 142-149
SOM/Fuzzy Systems
- Renato Fernandes Corrêa
Automatic Text Categorization: Case Study. 150 - Túlio Cesar Soares dos Santos André, Antônio Carlos Roque da Silva Filho:
Segmentation of Digitized Mammograms Using Self-Organizing Maps in a Breast Cancer Computer Aided Diagnosis System. 151 - Frederico Carvalho Vieira, Adrião Duarte Dória Neto, José Alfredo F. Costa
An Efficient Approach of the SOM Algorithm to the Traveling Salesman Problem. 152 - Rosangela Ballini
A Recurrent Fuzzy Neural Network: Learning and Application. 153 - Domingos Vanderlei Filho, Marcos A. dos Santos, Teresa Bernarda Ludermir, Mêuser Jorge Silva Valença:
A Fuzzy Approach to Support a Musculoskeletal Disorders Diagnosis. 154-155
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 - Clodoaldo Ap. M. Lima, André Luís Vasconcelos Coelho
Mixture of Experts Applied to Nonlinear Dynamic Systems Identification: A Comparative Study. 162-167 - Alexsandro M. Jacob, Elder Moreira Hemerly, David Fernandes:
SAR Image Classification Using a Neural Classifier Based on Fisher Criterion . 168-172 - Mauricio Kugler
Using a Chain of LVQ Neural Networks for Pattern Recognition of EEG Signals Related to Intermittent Photic-Stimulation. 173-177 - Pablo M. Granitto
Aggregation Algorithms for Neural Network Ensemble Construction . 178-183 - Alex S. Palmer, Moe Razaz, Danilo P. Mandic:
Spatially Adaptive Image Restoration by Neural Network Filtering. 184-191
Control/Hardware
- Fabio de Albuquerque Pereira, Jés Jesus Fiais Cerqueira:
Technique to Design MLP's Networks in CMOS Technology with Adjustment of the Back-Propagation Algorithm. 192 - Antonio Carneiro de Mesquita Filho, Marco Antonio Alvares dos Prazeres Rafael:
Adjacency Matrix Representation in Evolutionary Circuit Synthesis. 193 - Paulo Teixeira de Araújo, Gina Maira Barbosa de Oliveira:
Multicast Routing with Quality of Service and Traffic Engineering Requirements in the Internet, Based On Genetic Algorithm . 194 - Antonio C. Padoan Jr., Aluízio F. R. Araújo, Guilherme De A. Barreto
Dynamic Modeling of Robotic Trajectories Using the Parametrized SOM. 195 - Fernando Santos Osório
Autonomous Vehicle Parking using Finite State Automata Learned by J-CC Artificial Neural Nets. 196 - Tatiane Regina Bonfim, Akebo Yamakami
Neural Network Applied to the Coevolution of the Memetic Algorithm for Solving the Makespan Minimization Problem in Parallel Machine Scheduling. 197-199
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 - 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 - 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 - 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 - Allan Kardec Barros
Neural Coding by Redundancy Reduction and Correlation. 223-226 - Emilio Corchado, Colin Fyfe:
Extraction of Visual Information Using Maximum Likelihood Hebbian Learning. 227-233
Miscellaneous
- Roselito de Albuquerque Teixeira, Antônio de Pádua Braga
Decisior Implementation in Neural Model Selection by Multi-objective Optimization. 234 - José Carlos Martins Oliveira, Marcílio Carlos Pereira de Souto, Teresa Bernarda Ludermir:
Implementation of Probabilistic Automata in Weightless Neural Networks. 235 - Marvin Oliver Schneider, João Luís Garcia Rosa:
Neural Connect 4 - A Connectionist Approach to the Game. 236-241 - Jairo Diniz Filho, Teresa Bernarda Ludermir:
Modulatory Interaction as a Support to Modeling Neural Substrates of the Decision Process. 242 - João Luís Garcia Rosa:
A Biologically Inspired Connectionist System for Natural Language Processing. 243-249
SBRN/SBIA Session 1
- Leandro Nunes de Castro
Comparing Immue and Neural Networks. 250-255 - Ernesto Burattini, Massimo De Gregorio
NSL: a Neuro-Symbolic Language for Monotonic and Non-Monotonic Logical Inferences. 256-261 - Letícia Maria Friske, Carlos H. C. Ribeiro
Speeding Up Autonomous Learning by Using State-Independent Option Policies and Termination Improvement. 262-268
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