Table of Contents

• Fifth International Conference on Hybrid Intelligent Systems - Cover [doi]
• Fifth International Conference on Hybrid Intelligent Systems - Title Page [doi]
• Welcome from the Program Co-chairs [doi]
• Fifth International Conference on Hybrid Intelligent Systems - Copyright [doi]
• Program Committee [doi]
• Foreword [doi]
• Conference Committees [doi]
• Welcome from the General Co-chairs [doi]
• Additional Reviewers [doi]
• Probabilistic Graphical Models in Complex Industrial ApplicationsRudolf Kruse, Jörg Gebhardt. 3 [doi]
• Hybrid Intelligent Systems and Cognitive RoboticsStefan Wermter. 4 [doi]
• Evolutionary Multi-Objective Optimization: Current State and Future ChallengesCarlos A. Coello Coello. 5 [doi]
• Natural Language ProcessingAlexander F. Gelbukh. 6 [doi]
• Application of Data Mining Techniques as a Complement to Natural Inflow Uni-variable Stochastic Forecasting - A Case Study : The Iguaçu River BasinMarcio Cataldi, Luiz Guilherme, Ferreira Guilhon, Carla da C. Lopes Achao. 9-16 [doi]
• A Collaborative Approach to Knowledge Extraction from Rough Relational DatabasesJoao Marcos Vieira, Maria do Carmo Nicoletti, Marina Teresa Pires Vieira. 17-22 [doi]
• An Immune-Inspired Approach to Bayesian NetworksPablo Alberto Dalbem de Castro, Fernando J. Von Zuben. 23-28 [doi]
• A Hybrid Adaptive Architecture for Mobile Robots Based on Reactive BehaviorsAntonio Henrique Pinto Selvatici, Anna Helena Reali Costa. 29-34 [doi]
• Evolving Analytic Hierarchy Processes for Artificial Life-Based GamesRamin Halavati, Jaffar Habibi, Saeed Bagheri Shouraki. 35-40 [doi]
• Hybridizing Particle Filters and Population-based Metaheuristics for Dynamic Optimization ProblemsJuan José Pantrigo, Ángel Sánchez. 41-48 [doi]
• Hybrid Algorithms with Detection of Promising Areas for the Prize Collecting Travelling Salesman ProblemAntonio Augusto Chaves, Luiz Antonio Nogueira Lorena. 49-54 [doi]
• A Hybrid Fuzzy Evolutionary Algorithm for A Multi-Objective Resource Allocation ProblemLily Rachmawati, Dipti Srinivasan. 55-60 [doi]
• A Hybrid Approach for the Dynamic Vehicle Routing Problem with Time WindowsGuilherme Bastos Alvarenga, Ricardo Martins de Abreu Silva, Geraldo Robson Mateus. 61-67 [doi]
• Particle Swarm Optimization (PSO) applied to Fuzzy Modeling in a Thermal-Vacuum SystemRogerio Marinke, Ivone Matiko, Ernesto Araujo, Leandro dos Santos Coelho. 67-72 [doi]
• An Efficient Adaptive Focused Crawler Based on Ontology LearningChang Su, Yang Gao, Jianmei Yang, Bin Luo. 73-78 [doi]
• Evolved Age Dependent Plasticity Improves Neural Network PerformanceJohn A. Bullinaria. 79-86 [doi]
• Lithofacies recognition Hybrid BenchInhaúma Neves Ferraz, Ana Cristina Bicharra Garcia. 87-91 [doi]
• Fuzzy Expert System for Solving Lost Circulation ProblemLeonid Sheremetov, Ildar Z. Batyrshin, Jorge Martínez Muñoz, Hector Rodriguez, Denis Filatov. 92-97 [doi]
• Assessing Fuzzy and Neural Approaches for a PID Controller Using Universal ModelRodrigo R. Sumar, Antonio Augusto Rodrigues Coelho, Leandro dos Santos Coelho. 98-103 [doi]
• A Fuzzy c-means Algorithm Based on an Adaptive L2 Minkowsky DistanceNicomedes Cavalcanti. 104-109 [doi]
• A Neuro-Fuzzy System for Steel Beams Patch Load PredictionElaine T. Fonseca, Pedro C. G. da S. Vellasco, Marley B. R. Vellasco, Sebastião A. L. de Andrade. 110-115 [doi]
• Hybrid Neuro-Fuzzy Network-Priori Knowledge Model in Temperature Control of a Gas Water Heater SystemJose Antonio Vieira, Fernando Morgado Dias, Alexandre Manuel Mota. 116-124 [doi]
• Initializing an Exemplar Based Learning Process from a RuleNet NetworkMaria do Carmo Nicoletti, Lucas Baggio Figueira, Estevam R. Hruschka Jr.. 125-130 [doi]
• BICA: a Boolean Independent Component Analysis AlgorithmBruno Apolloni, Dario Malchiodi, Andrea Brega. 131-136 [doi]
• SATyrus: A SAT-based Neuro-Symbolic Architecture for Constraint ProcessingPriscila Machado Vieira Lima, M. Mariela Morveli-Espinoza, Glaucia C. Pereira, Felipe Maia Galvão França. 137-142 [doi]
• Literal and ProRulext: Algorithms for Rule Extraction of ANNsPaulemir G. Campos, Teresa Bernarda Ludermir. 143-148 [doi]
• Hybrid Optimization Algorithm for the Definition of MLP Neural Network Architectures and WeightsAmanda Pimentel e Silva Lins, Teresa Bernarda Ludermir. 149-154 [doi]
• A Constructive Neural Network for Detecting Left Ventricular HypertrophyDomingos Vanderlei Filho, Hilton de C. Chaves Jr., Mêuser Jorge Silva Valença, Fernando M. Campello de Souza. 155-162 [doi]
• An Analysis of Feature-based and State-based Representations for Module-Based Learning in Mobile RobotsEsther Luna Colombini, Carlos H. C. Ribeiro. 163-168 [doi]
• Evaluating a Rule Evaluation Support Method with Learning Models Based on Objective Rule Evaluation Indices - A Case Study with a Meningitis Data Mining ResultHidenao Abe, Miho Ohsaki, Shusaku Tsumoto, Takahira Yamaguchi. 169-174 [doi]
• Data Mining Experiments on Hop Processing DataJerzy W. Grzymala-Busse, Zdzislaw S. Hippe, Teresa Mroczek, Edward Rój, Boleslaw Skowronski. 175-180 [doi]
• Using Generators for Discovering Certain and Generalized Decision RulesMarzena Kryszkiewicz. 181-186 [doi]
• Monte Carlo Off-Policy Reinforcement Learning: A Rough Set ApproachJames F. Peters, Daniel Lockery, Sheela Ramanna. 187-192 [doi]
• Learning with Hybrid DataAbdelhamid Bouchachia. 193-200 [doi]
• On a Ranking Problem Associated with Basel IIBernd-Jürgen Falkowski. 201-205 [doi]
• A Boosting Approach to remove Class Label NoiseAmitava Karmaker, Stephen Kwek. 206-211 [doi]
• Feature Selection with Decision Tree CriterionKrzysztof Grabczewski, Norbert Jankowski. 212-217 [doi]
• Design of Experiments in Neuro-Fuzzy SystemsCleber Zanchettin, Ferdinand L. Minku, Teresa Bernarda Ludermir. 218-226 [doi]
• An Evolutionary Approach for the Multiple Container Loading ProblemShigeyuki Takahara, Sadaaki Miyamoto. 227-232 [doi]
• Training feed-forward neural networks with ant colony optimization: An application to pattern classificationChristian Blum, Krzysztof Socha. 233-238 [doi]
• GRASP with Path-Relinking for the SONET Ring Assignment ProblemLucas de O. Bastos, Luiz Satoru Ochi, Elder M. Macambira. 239-244 [doi]
• Particle Swarm Optimization with Fast Local Search for the Blind Traveling Salesman ProblemHeitor Silvério Lopes, Leandro dos Santos Coelho. 245-250 [doi]
• Hierarchical Reinforcement Learning for Metrical Task SystemsManoel Junior Leandro de Lima, Jorge Dantas de Melo, Adrião Duarte Dória Neto. 251-258 [doi]
• Investigation of Particle Swarm Optimization for Dynamic Reconfiguration of Field-Programmable Analog CircuitsPeter Tawdross, Andreas König. 259-264 [doi]
• Spatial Implementation of Evolutionary Multiobjective Algorithms with Partial Lamarckian Repair for Multiobjective Knapsack ProblemsHisao Ishibuchi, Kaname Narukawa. 265-270 [doi]
• Performance Evaluation of Evolutionary Multiobjective Approaches to the Design of Fuzzy Rule-Based Ensemble ClassifiersHisao Ishibuchi, Yusuke Nojima. 271-276 [doi]
• Ensemble of Genetic Programming Models for Designing Reactive Power ControllersCrina Grosan, Ajith Abraham. 277-284 [doi]
• Performance and Diversity Evaluation in Hybrid and Non-Hybrid Structures of EnsemblesAnne M. P. Canuto, Lucas de Melo Oliveira, João Carlos Xavier Jr., Araken M. Santos, Marjory C. C. Abreu. 285-290 [doi]
• WordNet-based User Profiles for Neighborhood Formation in Hybrid Recommender SystemsGiovanni Semeraro, Pasquale Lops, Marco Degemmis. 291-296 [doi]
• Texture Classification using Local and Global Histogram Equalization and the Lempel-Ziv-Welch AlgorithmLeonardo Vidal Batista, Moab Mariz Meira, Nicomedes Cavalcanti. 297-302 [doi]
• An Unsupervised Learning Approach to Resolving the Data Imbalanced Issue in Supervised Learning Problems in Functional GenomicsKihoon Yoon, Stephen Kwek. 303-308 [doi]
• Incorporating an EM-Approach for Handling Missing Attribute-Values in Decision Tree InductionAmitava Karmaker. 309-314 [doi]
• Constructing Ensembles of Symbolic ClassifiersFlavia Cristina Bernardini, Maria Carolina Monard, Ronaldo C. Prati. 315-322 [doi]
• A Hybrid Approach for Sparse Least Squares Support Vector MachinesBernardo Penna Resende de Carvalho, Wilian Soares Lacerda, Antônio de Pádua Braga. 323-328 [doi]
• An evolutionary approach to Transduction in Support Vector MachinesMarcelo M. Silva, Thiago T. Maia, Antônio de Pádua Braga. 329-334 [doi]
• Fuzzy Rule Extraction from Support Vector MachinesAdriana da Costa F. Chaves, Marley B. R. Vellasco, Ricardo Tanscheit. 335-340 [doi]
• A Hybrid Forecasting Methodology using Feature Selection and Support Vector RegressionJose Guajardo, Jaime Miranda, Richard Weber. 341-346 [doi]
• Reliability Assessment of Complex Networks using rules extracted from trained ANN and SVM modelsE. Douglas, D. Torres, M. Claudio, S. Rocco. 347-352 [doi]
• Extracting Trees from Trained SVM Models using a TREPAN Based ApproachE. Douglas, D. Torres, M. Claudio, S. Rocco. 353-360 [doi]
• Improvement of a Face Detection System by Evolutionary Multi-Objective OptimizationRodrigo Verschae, Javier Ruiz-del-Solar, Mario Köppen, Raul Vicente-Garcia. 361-366 [doi]
• Joining Associative Classifier for Medical ImagesJiang Yun, Zhanhuai Li, Wang Yong, Longbo Zhang. 367-372 [doi]
• A New Multiscale, Curvature-Based Shape Representation Technique for Image Retrieval Based on DSP TechniquesJanKees van der Poel, Carlos Wilson Dantas de Almeida, Leonardo Vidal Batista. 373-378 [doi]
• Support Vector Machines Applied to White Blood Cell RecognitionDaniela Mayumi Ushizima, Ana Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho. 379-384 [doi]
• A Neural Network Fingerprint Segmentation MethodAiram Carlos Pais Barreto Marques, Antonio Carlos Gay Thomé. 385-392 [doi]
• Using Prior Knowledge to Improve the Performance of an Estimation of Distribution Algorithm Applied to Feature SelectionLeonardo R. Emmendorfer, Rodrigo Traleski, Aurora Trinidad Ramirez Pozo. 393-398 [doi]
• Grouping of Soccer Game Records by Multiscale Comparison Technique and Rough ClusteringShoji Hirano, Shusaku Tsumoto. 399-404 [doi]
• Feature Selection for Clustering Problems: a Hybrid Algorithm that Iterates Between k-means and a Bayesian FilterEduardo R. Hruschka, Thiago F. Covoes, Estevam R. Hruschka Jr., Nelson F. F. Ebecken. 405-410 [doi]
• Hybrid Metabolic Flux Analysis/Artificial Neural Network Modeling of BioprocessesAna R. Teixeira, Paula M. Alves, Rui Oliveira, Carlos Alves, Manuel J. T. Carrondo. 411-416 [doi]
• Heterogenous Committees with Competence AnalysisNorbert Jankowski, Krzysztof Grabczewski. 417-424 [doi]
• Optimal Controller Design for a class of Networked Control SystemsHongbo Li, Zengqi Sun, Fengge Wu, Fuchun Sun. 425-430 [doi]
• Methods of Computational Intelligence to Give Qualitative and Quantitative Statements of Gas Concentrations at a High Temperature SensorNorman Bauersfeld, Klaus-Dietrich Kramer, Steffen Patzwahl. 431-436 [doi]
• Comparison of Deterministic and Fuzzy Finite Automata Extraction Methods from Jordan NetworksDenise Regina Pechmann Simon, Adelmo Luis Cechin. 437-444 [doi]
• Fuzzy Adaptive Turbulent Particle Swarm OptimizationHongbo Liu, Ajith Abraham. 445-450 [doi]
• A Comparative Analysis of Negotiation Methods for a Multi-neural Agent SystemMarjory C. C. Abreu, Anne M. P. Canuto, Laura Emmanuella A. Santana. 451-456 [doi]
• The SOPHY framework: Simulation, Observation and Planning in Hybrid SystemsKarl Kaas Laursen, Martin Fejrskov Pedersen, Jan Dimon Bendtsen, Lars Alminde. 457-462 [doi]
• Recognizing Behaviors Patterns in a Micro Robot Soccer GameDennis Barrios-Aranibar, Pablo Javier Alsina. 463-468 [doi]
• SWARMs of Self-Organizing Polymorphic AgentsDerek Messie, Jae C. Oh. 469-476 [doi]
• Market Index Prediction using Fuzzy Boolean NetsJosé A. B. Tomé, João Paulo Carvalho. 477-481 [doi]
• Ontology Support for Communicating Agents in Negotiation ProcessesMaricela Bravo, Joaquín Pérez, Víctor Jesús Sosa Sosa, Azucena Montes Rendón, Gerardo Reyes Salgado. 482-487 [doi]
• Determination of Real Options Value by Monte Carlo Simulation and Fuzzy NumbersJuan G. Lazo Lazo, Marley B. R. Vellasco, Marco Aurélio Cavalcanti Pacheco. 488-496 [doi]
• Naive Bayes as an Imputation Tool for Classification ProblemsAntonio J. T. Garcia, Eduardo R. Hruschka. 497-499 [doi]
• Hybrid Adaptive Memory Programming Using GRASP and Path Relinking for the Scheduling Workover Rigs for Onshore Oil ProductionViviane de Aragao Trindade, Luiz Satoru Ochi. 500-502 [doi]
• A Hybrid Heuristic Method for Global OptimizationAntoniya Georgie, Ivan Jordanov. 503-505 [doi]
• Observability in Hybrid Multi Agent Recurrent Nets for Natural Language ProcessingDavid Al-Dabass, David J. Evans, Manling Ren. 506-508 [doi]
• MRS Classification Based on Independent Component Analysis and Support Vector MachinesJian Ma, Zengqi Sun. 509-511 [doi]
• A Study on the Influence of Parameter ?- on Performance of RBF Neural Networks Trained with the Dynamic Decay Adjustment AlgorithmAdriano L. I. Oliveira, Ericles A. Medeiros, Thyago A. B. V. Rocha, Miguel E. R. Bezerra, Ronaldo C. Veras. 512-514 [doi]
• Multi-Agent Architecture for Generating and Monitoring Adaptive Virtual EnvironmentsMarcus S. Aquino, Fernando F. de Sousa, Alejandro César Frery. 515-517 [doi]
• Rough Approximation based Neuro Fuzzy Inference System: A novel approach to Approximation and Error EstimationSandeep Chandana, René V. Mayorga. 518-520 [doi]
• Radial Basis Neural Network Learning Based on Particle Swarm Optimization to Multistep Prediction of Chaotic Lorenz s SystemFabio A. Guerra, Leandro dos Santos Coelho. 521-523 [doi]
• New Enhanced Methods for Radial Basis Function Neural Networks in Function ApproximationMehdi Fatemi, Mehdi Roopaei, Faridoon Shabaninia. 524-527 [doi]
• Comparing Sensitivity and Robustness of Fuzzy and Neuro-fuzzy ControllersPatrick B. Moratori, Leila Cristina V. de Andrade, Adriano J. de Oliveira Cruz, Cabral Lima. 528-530 [doi]
• Design of digital classifier circuits with nearest neighbour prior sample selectionWilian Soares Lacerda, Antônio de Pádua Braga. 531-533 [doi]
• Stock Market Simulation and Inference TechniqueMcGregor J. Collie, David L. Dowe, Leigh J. Fitzgibbon. 534-538 [doi]
• A Proposal of a Fuzzy-Neuro Predictive Control, Tuned by Genetic Algorithms, with application to the Start-Up Control of a Distillation ColumnJoão Alberto Fabro, Flávio Neves Jr., Lucia V. R. Arruda. 539-541 [doi]
• Modelling Incremental LearningWith The Batch SOM Training MethodVicente O. Baez-Monroy, Simon O Keefe. 542-544 [doi]
• River Flow Forecasting for Reservoir management through Neural NetworksMêuser Jorge Silva Valença, Teresa Bernarda Ludermir, Anelle Valença. 545-547 [doi]
• Modeling of the rainfall-runoff relationship with artificial neural networkMêuser Jorge Silva Valença, Teresa Bernarda Ludermir, Anelle Valença. 548-550 [doi]
• Reinforcement Learning-Hierarchical Neuro-Fuzzy Politree Model for Autonomous Agents - Evaluation in a Multi-Obstacle EnvironmentKarla Figueiredo, Luciana Campos, Marley B. R. Vellasco, Marco Aurélio Cavalcanti Pacheco. 551-554 [doi]