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ORCID7. 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, Ricardo J. G. B. Campello, Rubens Maciel Filho, Fernando J. Von Zuben:
Identification of a Multivariate Fermentation Process using Constructive Learning. 19-24 - 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 - Ana Carolina Lorena, Gustavo E. A. P. A. Batista, André Carlos Ponce de 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
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 - 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 - Marcelo Azevedo Costa, Antônio de Pádua Braga, Benjamin Rodrigues de Menezes:
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, Marcílio Carlos Pereira de Souto, Teresa Bernarda Ludermir:
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, Rogerio A. Furukawa, André Carlos Ponce de Leon Ferreira de Carvalho:
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, H. Alejandro Ceccatto:
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, José L. 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, Teresa Bernarda Ludermir:
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, Andreu Català:
Support Vector Machines with Symbolic Interpretation. 142-149
SOM/Fuzzy Systems
- Renato Fernandes Corrêa, Teresa Bernarda Ludermir:
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, Fernando A. C. Gomide:
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, Fernando J. Von Zuben:
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, Heitor Silvério Lopes:
Using a Chain of LVQ Neural Networks for Pattern Recognition of EEG Signals Related to Intermittent Photic-Stimulation. 173-177 - Pablo M. Granitto, Pablo F. Verdes, Hugo D. Navone, H. Alejandro Ceccatto:
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, Farlei J. Heinen, Luciane Fortes:
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, Andrzej Cichocki:
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, Ricardo H. C. Takahashi, Rodney R. Saldanha:
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, Antonio de Francesco:
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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