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
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 V. Coury, André Carlos Ponce 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 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 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 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 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 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 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
- Tulio Cesar Soares dos Santos Andre, 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., Aluizio 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 R. 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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last updated on 2013-06-17T203624 by the dblp team