5. HIS 2005:
Rio de Janeiro,
Brazil
Nadia Nedjah, Luiza de Macedo Mourelle, Ajith Abraham, Mario Köppen (Eds.):
5th International Conference on Hybrid Intelligent Systems (HIS 2005), 6.9 November 2005, Rio de Janeiro, Brazil.
IEEE Computer Society 2005, ISBN 0-7695-2457-5 BibTeX
Cover
Introduction
Plenary Keynotes Session
ONS Invited Paper
Hybrid Intelligent System Architectures
Evolutionary Computation
- Antonio Augusto Chaves, Luiz Antonio Nogueira Lorena:
Hybrid Algorithms with Detection of Promising Areas for the Prize Collecting Travelling Salesman Problem.
49-54
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- Lily Rachmawati, Dipti Srinivasan:
A Hybrid Fuzzy Evolutionary Algorithm for A Multi-Objective Resource Allocation Problem.
55-60
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- Guilherme Bastos Alvarenga, Ricardo Martins de Abreu Silva, Geraldo Robson Mateus:
A Hybrid Approach for the Dynamic Vehicle Routing Problem with Time Windows.
61-67
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- Rogerio Marinke, Ivone Matiko, Ernesto Araujo, Leandro dos Santos Coelho:
Particle Swarm Optimization (PSO) applied to Fuzzy Modeling in a Thermal-Vacuum System.
67-72
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- Chang Su, Yang Gao, Jianmei Yang, Bin Luo:
An Efficient Adaptive Focused Crawler Based on Ontology Learning.
73-78
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- John A. Bullinaria:
Evolved Age Dependent Plasticity Improves Neural Network Performance.
79-86
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Fuzzy Systems
- Inhaúma Neves Ferraz, Ana Cristina Bicharra Garcia:
Lithofacies recognition Hybrid Bench.
87-91
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- Leonid Sheremetov, Ildar Z. Batyrshin, Jorge Martínez Muñoz, Hector Rodriguez, Denis Filatov:
Fuzzy Expert System for Solving Lost Circulation Problem.
92-97
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- Rodrigo R. Sumar, Antonio Augusto Rodrigues Coelho, Leandro dos Santos Coelho:
Assessing Fuzzy and Neural Approaches for a PID Controller Using Universal Model.
98-103
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- Nicomedes Cavalcanti:
A Fuzzy c-means Algorithm Based on an Adaptive L2 Minkowsky Distance.
104-109
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- Elaine T. Fonseca, Pedro C. G. da S. Vellasco, Marley B. R. Vellasco, Sebastião A. L. de Andrade:
A Neuro-Fuzzy System for Steel Beams Patch Load Prediction.
110-115
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- Jose Antonio Vieira, Fernando Morgado Dias, Alexandre Manuel Mota:
Hybrid Neuro-Fuzzy Network-Priori Knowledge Model in Temperature Control of a Gas Water Heater System.
116-124
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Neural Networks
- Maria do Carmo Nicoletti, Lucas Baggio Figueira, Estevam R. Hruschka Jr.:
Initializing an Exemplar Based Learning Process from a RuleNet Network.
125-130
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- Bruno Apolloni, Dario Malchiodi, Andrea Brega:
BICA: a Boolean Independent Component Analysis Algorithm.
131-136
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- Priscila Machado Vieira Lima, M. Mariela Morveli-Espinoza, Glaucia C. Pereira, Felipe Maia Galvão França:
SATyrus: A SAT-based Neuro-Symbolic Architecture for Constraint Processing.
137-142
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- Paulemir G. Campos, Teresa Bernarda Ludermir:
Literal and ProRulext: Algorithms for Rule Extraction of ANNs.
143-148
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- Amanda Pimentel e Silva Lins, Teresa Bernarda Ludermir:
Hybrid Optimization Algorithm for the Definition of MLP Neural Network Architectures and Weights.
149-154
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- Domingos Vanderlei Filho, Hilton de C. Chaves Jr., Mêuser Jorge Silva Valença, Fernando M. Campello de Souza:
A Constructive Neural Network for Detecting Left Ventricular Hypertrophy.
155-162
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Machine Learning
- Esther Luna Colombini, Carlos H. C. Ribeiro:
An Analysis of Feature-based and State-based Representations for Module-Based Learning in Mobile Robots.
163-168
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- Hidenao Abe, Miho Ohsaki, Shusaku Tsumoto, Takahira Yamaguchi:
Evaluating a Rule Evaluation Support Method with Learning Models Based on Objective Rule Evaluation Indices - A Case Study with a Meningitis Data Mining Result.
169-174
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- Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe, Teresa Mroczek, Edward Rój, Boleslaw Skowronski:
Data Mining Experiments on Hop Processing Data.
175-180
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- Marzena Kryszkiewicz:
Using Generators for Discovering Certain and Generalized Decision Rules.
181-186
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- James F. Peters, Daniel Lockery, Sheela Ramanna:
Monte Carlo Off-Policy Reinforcement Learning: A Rough Set Approach.
187-192
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- Abdelhamid Bouchachia:
Learning with Hybrid Data.
193-200
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Statistical Learning
Heuristics and Optimization
Multi-Objective Optimization
Features,
Classification,
and Clustering
- Anne M. P. Canuto, Lucas de Melo Oliveira, João Carlos Xavier Jr., Araken M. Santos, Marjory C. C. Abreu:
Performance and Diversity Evaluation in Hybrid and Non-Hybrid Structures of Ensembles.
285-290
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- Giovanni Semeraro, Pasquale Lops, Marco Degemmis:
WordNet-based User Profiles for Neighborhood Formation in Hybrid Recommender Systems.
291-296
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- Leonardo Vidal Batista, Moab Mariz Meira, Nicomedes Cavalcanti:
Texture Classification using Local and Global Histogram Equalization and the Lempel-Ziv-Welch Algorithm.
297-302
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- Kihoon Yoon, Stephen Kwek:
An Unsupervised Learning Approach to Resolving the Data Imbalanced Issue in Supervised Learning Problems in Functional Genomics.
303-308
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- Amitava Karmaker:
Incorporating an EM-Approach for Handling Missing Attribute-Values in Decision Tree Induction.
309-314
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- Flavia Cristina Bernardini, Maria Carolina Monard, Ronaldo C. Prati:
Constructing Ensembles of Symbolic Classifiers.
315-322
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Support Vector Machines and Kernel Methods
- Bernardo Penna Resende de Carvalho, Wilian Soares Lacerda, Antônio de Pádua Braga:
A Hybrid Approach for Sparse Least Squares Support Vector Machines.
323-328
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- Marcelo M. Silva, Thiago T. Maia, Antônio de Pádua Braga:
An evolutionary approach to Transduction in Support Vector Machines.
329-334
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- Adriana da Costa F. Chaves, Marley B. R. Vellasco, Ricardo Tanscheit:
Fuzzy Rule Extraction from Support Vector Machines.
335-340
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- Jose Guajardo, Jaime Miranda, Richard Weber:
A Hybrid Forecasting Methodology using Feature Selection and Support Vector Regression.
341-346
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- E. Douglas, D. Torres, M. Claudio, S. Rocco:
Reliability Assessment of Complex Networks using rules extracted from trained ANN and SVM models.
347-352
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- E. Douglas, D. Torres, M. Claudio, S. Rocco:
Extracting Trees from Trained SVM Models using a TREPAN Based Approach.
353-360
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Image and Signal Processing
- Rodrigo Verschae, Javier Ruiz-del-Solar, Mario Köppen, Raul Vicente-Garcia:
Improvement of a Face Detection System by Evolutionary Multi-Objective Optimization.
361-366
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- Jiang Yun, Zhanhuai Li, Wang Yong, Longbo Zhang:
Joining Associative Classifier for Medical Images.
367-372
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- JanKees van der Poel, Carlos Wilson Dantas de Almeida, Leonardo Vidal Batista:
A New Multiscale, Curvature-Based Shape Representation Technique for Image Retrieval Based on DSP Techniques.
373-378
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- Daniela Mayumi Ushizima, Ana Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho:
Support Vector Machines Applied to White Blood Cell Recognition.
379-384
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- Airam Carlos Pais Barreto Marques, Antonio Carlos Gay Thomé:
A Neural Network Fingerprint Segmentation Method.
385-392
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Data Mining
- Leonardo R. Emmendorfer, Rodrigo Traleski, Aurora Trinidad Ramirez Pozo:
Using Prior Knowledge to Improve the Performance of an Estimation of Distribution Algorithm Applied to Feature Selection.
393-398
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- Shoji Hirano, Shusaku Tsumoto:
Grouping of Soccer Game Records by Multiscale Comparison Technique and Rough Clustering.
399-404
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- Eduardo R. Hruschka, Thiago F. Covoes, Estevam R. Hruschka Jr., Nelson F. F. Ebecken:
Feature Selection for Clustering Problems: a Hybrid Algorithm that Iterates Between k-means and a Bayesian Filter.
405-410
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- Ana R. Teixeira, Paula M. Alves, Rui Oliveira, Carlos Alves, Manuel J. T. Carrondo:
Hybrid Metabolic Flux Analysis/Artificial Neural Network Modeling of Bioprocesses.
411-416
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- Norbert Jankowski, Krzysztof Grabczewski:
Heterogenous Committees with Competence Analysis.
417-424
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Control and Automation
Multi-Agent Systems
Business Systems and Financial Engineering
Posters
- Antonio J. T. Garcia, Eduardo R. Hruschka:
Naive Bayes as an Imputation Tool for Classification Problems.
497-499
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- Viviane de Aragao Trindade, Luiz Satoru Ochi:
Hybrid Adaptive Memory Programming Using GRASP and Path Relinking for the Scheduling Workover Rigs for Onshore Oil Production.
500-502
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- Antoniya Georgie, Ivan Jordanov:
A Hybrid Heuristic Method for Global Optimization.
503-505
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- David Al-Dabass, David J. Evans, Manling Ren:
Observability in Hybrid Multi Agent Recurrent Nets for Natural Language Processing.
506-508
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- Jian Ma, Zengqi Sun:
MRS Classification Based on Independent Component Analysis and Support Vector Machines.
509-511
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- Adriano L. I. Oliveira, Ericles A. Medeiros, Thyago A. B. V. Rocha, Miguel E. R. Bezerra, Ronaldo C. Veras:
A Study on the Influence of Parameter ?- on Performance of RBF Neural Networks Trained with the Dynamic Decay Adjustment Algorithm.
512-514
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- Marcus S. Aquino, Fernando F. de Sousa, Alejandro César Frery:
Multi-Agent Architecture for Generating and Monitoring Adaptive Virtual Environments.
515-517
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- Sandeep Chandana, René V. Mayorga:
Rough Approximation based Neuro Fuzzy Inference System: A novel approach to Approximation and Error Estimation.
518-520
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- Fabio A. Guerra, Leandro dos Santos Coelho:
Radial Basis Neural Network Learning Based on Particle Swarm Optimization to Multistep Prediction of Chaotic Lorenz's System.
521-523
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- Mehdi Fatemi, Mehdi Roopaei, Faridoon Shabaninia:
New Enhanced Methods for Radial Basis Function Neural Networks in Function Approximation.
524-527
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- Patrick B. Moratori, Leila Cristina V. de Andrade, Adriano J. de Oliveira Cruz, Cabral Lima:
Comparing Sensitivity and Robustness of Fuzzy and Neuro-fuzzy Controllers.
528-530
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- Wilian Soares Lacerda, Antônio de Pádua Braga:
Design of digital classifier circuits with nearest neighbour prior sample selection.
531-533
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- McGregor J. Collie, David L. Dowe, Leigh J. Fitzgibbon:
Stock Market Simulation and Inference Technique.
534-538
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- Joao Alberto Fabro, Flávio Neves Jr., Lucia V. R. Arruda:
A Proposal of a Fuzzy-Neuro Predictive Control, Tuned by Genetic Algorithms, with application to the Start-Up Control of a Distillation Column.
539-541
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- Vicente O. Baez-Monroy, Simon O'Keefe:
Modelling Incremental LearningWith The Batch SOM Training Method.
542-544
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- Mêuser Jorge Silva Valença, Teresa Bernarda Ludermir, Anelle Valença:
River Flow Forecasting for Reservoir management through Neural Networks.
545-547
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- Mêuser Jorge Silva Valença, Teresa Bernarda Ludermir, Anelle Valença:
Modeling of the rainfall-runoff relationship with artificial neural network.
548-550
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- Karla Figueiredo, Luciana Campos, Marley B. R. Vellasco, Marco Aurélio Cavalcanti Pacheco:
Reinforcement Learning-Hierarchical Neuro-Fuzzy Politree Model for Autonomous Agents - Evaluation in a Multi-Obstacle Environment.
551-554
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Copyright © Sat May 16 23:14:52 2009
by Michael Ley (ley@uni-trier.de)
