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ORCID5th HIS 2005: Rio de Janeiro, Brazil
- Nadia Nedjah, Luiza de Macedo Mourelle, Ajith Abraham, Mario Köppen:
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
Cover
- Fifth International Conference on Hybrid Intelligent Systems - Cover.
- Fifth International Conference on Hybrid Intelligent Systems - Title Page.
- Fifth International Conference on Hybrid Intelligent Systems - Copyright.
Introduction
- Foreword.
- Welcome from the General Co-chairs.
- Welcome from the Program Co-chairs.
- Conference Committees.
- Program Committee.
- Additional Reviewers.
Plenary Keynotes Session
- Rudolf Kruse, Jörg Gebhardt:
Probabilistic Graphical Models in Complex Industrial Applications. 3 - Stefan Wermter:
Hybrid Intelligent Systems and Cognitive Robotics. 4 - Carlos A. Coello Coello
:
Evolutionary Multi-Objective Optimization: Current State and Future Challenges. 5 - Alexander F. Gelbukh:
Natural Language Processing. 6
ONS Invited Paper
- Márcio Cataldi, Luiz Guilherme, Ferreira Guilhon, Carla da C. Lopes Achao:
Application of Data Mining Techniques as a Complement to Natural Inflow Uni-variable Stochastic Forecasting - A Case Study : The Iguaçu River Basin. 9-16
Hybrid Intelligent System Architectures
- Joao Marcos Vieira, Maria do Carmo Nicoletti, Marina Teresa Pires Vieira:
A Collaborative Approach to Knowledge Extraction from Rough Relational Databases. 17-22 - Pablo Alberto Dalbem de Castro, Fernando J. Von Zuben:
An Immune-Inspired Approach to Bayesian Networks. 23-28 - Antonio Henrique Pinto Selvatici, Anna Helena Reali Costa:
A Hybrid Adaptive Architecture for Mobile Robots Based on Reactive Behaviors. 29-34 - Ramin Halavati, Jaffar Habibi, Saeed Bagheri Shouraki:
Evolving Analytic Hierarchy Processes for Artificial Life-Based Games. 35-40 - Juan José Pantrigo, Ángel Sánchez:
Hybridizing Particle Filters and Population-based Metaheuristics for Dynamic Optimization Problems. 41-48
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 - Lily Rachmawati, Dipti Srinivasan:
A Hybrid Fuzzy Evolutionary Algorithm for A Multi-Objective Resource Allocation Problem. 55-60 - Guilherme Bastos Alvarenga, Ricardo Martins Abreu e Silva, Geraldo Robson Mateus:
A Hybrid Approach for the Dynamic Vehicle Routing Problem with Time Windows. 61-67 - Rogério Marinke, Ivone Matiko, Ernesto Araujo, Leandro dos Santos Coelho:
Particle Swarm Optimization (PSO) applied to Fuzzy Modeling in a Thermal-Vacuum System. 67-72 - Chang Su, Yang Gao, Jianmei Yang, Bin Luo:
An Efficient Adaptive Focused Crawler Based on Ontology Learning. 73-78 - John A. Bullinaria:
Evolved Age Dependent Plasticity Improves Neural Network Performance. 79-86
Fuzzy Systems
- Inhaúma Neves Ferraz, Ana Cristina Bicharra Garcia:
Lithofacies recognition Hybrid Bench. 87-91 - Leonid Sheremetov, Ildar Z. Batyrshin, Jorge Martínez Muñoz, Hector Rodriguez, Denis M. Filatov:
Fuzzy Expert System for Solving Lost Circulation Problem. 92-97 - Rodrigo Rodrigues Sumar, Antonio Augusto Rodrigues Coelho, Leandro dos Santos Coelho:
Assessing Fuzzy and Neural Approaches for a PID Controller Using Universal Model. 98-103 - Nicomedes L. Cavalcanti:
A Fuzzy c-means Algorithm Based on an Adaptive L2 Minkowsky Distance. 104-109 - Elaine T. Fonseca, Pedro C. G. da S. Vellasco, Marley M. B. R. Vellasco, Sebastião A. L. de Andrade:
A Neuro-Fuzzy System for Steel Beams Patch Load Prediction. 110-115 - 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
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 - Bruno Apolloni, Dario Malchiodi, Andrea Brega:
BICA: a Boolean Independent Component Analysis Algorithm. 131-136 - 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 - Paulemir G. Campos, Teresa Bernarda Ludermir:
Literal and ProRulext: Algorithms for Rule Extraction of ANNs. 143-148 - Amanda Pimentel e Silva Lins, Teresa Bernarda Ludermir:
Hybrid Optimization Algorithm for the Definition of MLP Neural Network Architectures and Weights. 149-154 - 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
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 - 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 - Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe, Teresa Mroczek, Edward Rój, Boleslaw Skowronski:
Data Mining Experiments on Hop Processing Data. 175-180 - Marzena Kryszkiewicz:
Using Generators for Discovering Certain and Generalized Decision Rules. 181-186 - James F. Peters, Daniel Lockery, Sheela Ramanna:
Monte Carlo Off-Policy Reinforcement Learning: A Rough Set Approach. 187-192 - Abdelhamid Bouchachia:
Learning with Hybrid Data. 193-200
Statistical Learning
- Bernd-Jürgen Falkowski:
On a Ranking Problem Associated with Basel II. 201-205 - Amitava Karmaker, Stephen Kwek:
A Boosting Approach to remove Class Label Noise. 206-211 - Krzysztof Grabczewski, Norbert Jankowski:
Feature Selection with Decision Tree Criterion. 212-217 - Cleber Zanchettin, Fernanda L. Minku, Teresa Bernarda Ludermir:
Design of Experiments in Neuro-Fuzzy Systems. 218-226
Heuristics and Optimization
- Shigeyuki Takahara, Sadaaki Miyamoto:
An Evolutionary Approach for the Multiple Container Loading Problem. 227-232 - Christian Blum, Krzysztof Socha:
Training feed-forward neural networks with ant colony optimization: An application to pattern classification. 233-238 - Lucas de O. Bastos, Luiz Satoru Ochi, Elder M. Macambira:
GRASP with Path-Relinking for the SONET Ring Assignment Problem. 239-244 - Heitor Silvério Lopes, Leandro dos Santos Coelho:
Particle Swarm Optimization with Fast Local Search for the Blind Traveling Salesman Problem. 245-250 - Manoel Leandro de Lima Junior, Jorge Dantas de Melo, Adrião Duarte Dória Neto:
Hierarchical Reinforcement Learning for Metrical Task Systems. 251-258
Multi-Objective Optimization
- Peter Tawdross, Andreas König:
Investigation of Particle Swarm Optimization for Dynamic Reconfiguration of Field-Programmable Analog Circuits. 259-264 - Hisao Ishibuchi, Kaname Narukawa:
Spatial Implementation of Evolutionary Multiobjective Algorithms with Partial Lamarckian Repair for Multiobjective Knapsack Problems. 265-270 - Hisao Ishibuchi, Yusuke Nojima:
Performance Evaluation of Evolutionary Multiobjective Approaches to the Design of Fuzzy Rule-Based Ensemble Classifiers. 271-276 - Crina Grosan, Ajith Abraham:
Ensemble of Genetic Programming Models for Designing Reactive Power Controllers. 277-284
Features, Classification, and Clustering
- Anne M. P. Canuto, Lucas de Melo Oliveira, João Carlos Xavier Jr., Araken M. Santos, Márjory C. C. Abreu:
Performance and Diversity Evaluation in Hybrid and Non-Hybrid Structures of Ensembles. 285-290 - Giovanni Semeraro, Pasquale Lops, Marco Degemmis:
WordNet-based User Profiles for Neighborhood Formation in Hybrid Recommender Systems. 291-296 - Leonardo Vidal Batista, Moab Mariz Meira, Nicomedes L. Cavalcanti Junior:
Texture Classification using Local and Global Histogram Equalization and the Lempel-Ziv-Welch Algorithm. 297-302 - Kihoon Yoon, Stephen Kwek:
An Unsupervised Learning Approach to Resolving the Data Imbalanced Issue in Supervised Learning Problems in Functional Genomics. 303-308 - Amitava Karmaker:
Incorporating an EM-Approach for Handling Missing Attribute-Values in Decision Tree Induction. 309-314 - Flávia Cristina Bernardini, Maria Carolina Monard, Ronaldo C. Prati:
Constructing Ensembles of Symbolic Classifiers. 315-322
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 - Marcelo M. Silva, Thiago Turchetti Maia, Antônio de Pádua Braga:
An evolutionary approach to Transduction in Support Vector Machines. 329-334 - Adriana da Costa F. Chaves, Marley M. B. R. Vellasco, Ricardo Tanscheit:
Fuzzy Rule Extraction from Support Vector Machines. 335-340 - Jose Guajardo, Jaime Miranda, Richard Weber:
A Hybrid Forecasting Methodology using Feature Selection and Support Vector Regression. 341-346 - Douglas E. Torres D., Claudio M. Rocco S.:
Reliability Assessment of Complex Networks using rules extracted from trained ANN and SVM models. 347-352 - Douglas E. Torres D., Claudio M. Rocco S.:
Extracting Trees from Trained SVM Models using a TREPAN Based Approach. 353-360
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 - Jiang Yun, Zhanhuai Li, Wang Yong, Longbo Zhang:
Joining Associative Classifier for Medical Images. 367-372 - 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 - Daniela Mayumi Ushizima, Ana Carolina Lorena, André Carlos Ponce de Leon Ferreira de Carvalho:
Support Vector Machines Applied to White Blood Cell Recognition. 379-384 - Airam Carlos Pais Barreto Marques, Antonio Carlos Gay Thomé:
A Neural Network Fingerprint Segmentation Method. 385-392
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 - Shoji Hirano, Shusaku Tsumoto:
Grouping of Soccer Game Records by Multiscale Comparison Technique and Rough Clustering. 399-404 - 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 - Ana P. Teixeira, Paula M. Alves, Rui Oliveira, Carlos Alves, Manuel J. T. Carrondo:
Hybrid Metabolic Flux Analysis/Artificial Neural Network Modeling of Bioprocesses. 411-416 - Norbert Jankowski, Krzysztof Grabczewski:
Heterogenous Committees with Competence Analysis. 417-424
Control and Automation
- Hongbo Li, Zengqi Sun, Fengge Wu, Fuchun Sun:
Optimal Controller Design for a class of Networked Control Systems. 425-430 - Norman Bauersfeld, Klaus-Dietrich Kramer, Steffen Patzwahl:
Methods of Computational Intelligence to Give Qualitative and Quantitative Statements of Gas Concentrations at a High Temperature Sensor. 431-436 - Denise Regina Pechmann Simon, Adelmo Luis Cechin:
Comparison of Deterministic and Fuzzy Finite Automata Extraction Methods from Jordan Networks. 437-444
Multi-Agent Systems
- Hongbo Liu, Ajith Abraham:
Fuzzy Adaptive Turbulent Particle Swarm Optimization. 445-450 - Márjory C. C. Abreu, Anne M. P. Canuto, Laura Emmanuella A. Santana:
A Comparative Analysis of Negotiation Methods for a Multi-neural Agent System. 451-456 - Karl Kaas Laursen, Martin Fejrskov Pedersen, Jan Dimon Bendtsen, Lars Alminde:
The SOPHY framework: Simulation, Observation and Planning in Hybrid Systems. 457-462 - Dennis Barrios-Aranibar, Pablo Javier Alsina:
Recognizing Behaviors Patterns in a Micro Robot Soccer Game. 463-468 - Derek Messie, Jae C. Oh:
SWARMs of Self-Organizing Polymorphic Agents. 469-476
Business Systems and Financial Engineering
- José Alberto Batista Tomé, João Paulo Carvalho:
Market Index Prediction using Fuzzy Boolean Nets. 477-481 - Maricela Bravo, Joaquín Pérez Ortega, Víctor Jesús Sosa Sosa, Azucena Montes Rendón, Gerardo Reyes Salgado:
Ontology Support for Communicating Agents in Negotiation Processes. 482-487 - Juan G. Lazo Lazo, Marley M. B. R. Vellasco, Marco Aurélio Cavalcanti Pacheco:
Determination of Real Options Value by Monte Carlo Simulation and Fuzzy Numbers. 488-496
Posters
- Antonio J. T. Garcia, Eduardo R. Hruschka:
Naive Bayes as an Imputation Tool for Classification Problems. 497-499 - 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 - Antoniya Georgieva, Ivan Jordanov:
A Hybrid Heuristic Method for Global Optimization. 503-505 - David Al-Dabass, David J. Evans, Manling Ren:
Observability in Hybrid Multi Agent Recurrent Nets for Natural Language Processing. 506-508 - Jian Ma, Zengqi Sun:
MRS Classification Based on Independent Component Analysis and Support Vector Machines. 509-511 - 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 - Marcus S. Aquino, Fernando F. de Sousa, Alejandro César Frery:
Multi-Agent Architecture for Generating and Monitoring Adaptive Virtual Environments. 515-517 - Sandeep Chandana, René V. Mayorga:
Rough Approximation based Neuro Fuzzy Inference System: A novel approach to Approximation and Error Estimation. 518-520 - Fabio Alessandro 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 - Mehdi Fatemi, Mehdi Roopaei, Faridoon Shabaninia:
New Enhanced Methods for Radial Basis Function Neural Networks in Function Approximation. 524-527 - Patrick Barbosa Moratori, Leila Cristina V. de Andrade, Adriano Joaquim de Oliveira Cruz, Cabral Lima:
Comparing Sensitivity and Robustness of Fuzzy and Neuro-fuzzy Controllers. 528-530 - Wilian Soares Lacerda, Antônio de Pádua Braga:
Design of digital classifier circuits with nearest neighbour prior sample selection. 531-533 - McGregor J. Collie, David L. Dowe, Leigh J. Fitzgibbon:
Stock Market Simulation and Inference Technique. 534-538 - João Alberto Fabro, Flávio Neves Jr., Lúcia 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 - Vicente Oswaldo Baez Monroy, Simon O'Keefe:
Modelling Incremental LearningWith The Batch SOM Training Method. 542-544 - Mêuser Jorge Silva Valença, Teresa Bernarda Ludermir, Anelle Valença:
River Flow Forecasting for Reservoir management through Neural Networks. 545-547 - Mêuser Jorge Silva Valença, Teresa Bernarda Ludermir, Anelle Valença:
Modeling of the rainfall-runoff relationship with artificial neural network. 548-550 - Karla Figueiredo, Luciana C. D. Campos, Marley M. 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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