Hybrid Artificial Intelligence Systems: 4th International Conference, HAIS 2009, Salamanca, Spain, June 10-12, 2009, Proceedings

Front Matter....Pages -
Agents in Home Care: A Case Study....Pages 1-8
EP-MAS.Lib: A MAS-Based Evolutionary Program Approach....Pages 9-17
A Framework for Dynamical Intention in Hybrid Navigating Agents....Pages 18-25
Multi-agent Based Personal File Management Using Case Based Reasoning....Pages 26-33
Agent-Based Evolutionary System for Traveling Salesman Problem....Pages 34-41
A Vehicle Routing Problem Solved by Agents....Pages 42-49
MACSDE: Multi-Agent Contingency Response System for Dynamic Environments....Pages 50-59
Measuring and Visualising Similarity of Customer Satisfaction Profiles for Different Customer Segments....Pages 60-67
Development of a Decision-Maker in an Anticipatory Reasoning-Reacting System for Terminal Radar Control....Pages 68-76
Study of Outgoing Longwave Radiation Anomalies Associated with Two Earthquakes in China Using Wavelet Maxima....Pages 77-87
A Hybrid Approach for Designing the Control System for Underwater Vehicles....Pages 88-95
Hydrodynamic Design of Control Surfaces for Ships Using a MOEA with Neuronal Correction....Pages 96-103
Closures of Downward Closed Representations of Frequent Patterns....Pages 104-112
Transductive-Weighted Neuro-Fuzzy Inference System for Tool Wear Prediction in a Turning Process....Pages 113-120
Review of Hybridizations of Kalman Filters with Fuzzy and Neural Computing for Mobile Robot Navigation....Pages 121-128
A Real-Time Person Detection Method for Moving Cameras....Pages 129-136
Unsupervised Methods for Anomalies Detection through Intelligent Monitoring Systems....Pages 137-144
Architecture for Hybrid Robotic Behavior....Pages 145-156
A Hybrid Solution for Advice in the Knowledge Management Field....Pages 157-168
A Cluster-Based Feature Selection Approach....Pages 169-176
Automatic Clustering Using a Synergy of Genetic Algorithm and Multi-objective Differential Evolution....Pages 177-186
Credibility Coefficients in Hybrid Artificial Intelligence Systems....Pages 187-194
An Evolutionary Algorithm for Missing Values Substitution in Classification Tasks....Pages 195-202
A Generic and Extendible Multi-Agent Data Mining Framework....Pages 203-210
A Modular Distributed Decision Support System with Data Mining Capabilities....Pages 211-218
A Fuzzy Quantitative Integrated Metric Model for CMMI Appraisal....Pages 219-226
Analyzing Transitive Rules on a Hybrid Concept Discovery System....Pages 227-234
Survey of Business Intelligence for Energy Markets....Pages 235-243
Hybrid Multilogistic Regression by Means of Evolutionary Radial Basis Functions: Application to Precision Agriculture....Pages 244-251
Economic Load Dispatch Using a Chemotactic Differential Evolution Algorithm....Pages 252-260
Cellular Automata Rule Detection Using Circular Asynchronous Evolutionary Search....Pages 261-268
Evolutionary Non-linear Great Deluge for University Course Timetabling....Pages 269-276
Co-operative Co-evolutionary Approach to Multi-objective Optimization....Pages 277-284
A GA(TS) Hybrid Algorithm for Scheduling in Computational Grids....Pages 285-292
On the Model–Building Issue of Multi–Objective Estimation of Distribution Algorithms....Pages 293-300
A Hooke-Jeeves Based Memetic Algorithm for Solving Dynamic Optimisation Problems....Pages 301-309
Hybrid Evolutionary Algorithm for Solving Global Optimization Problems....Pages 310-318
Fragmentary Synchronization in Chaotic Neural Network and Data Mining....Pages 319-326
Two-Stage Neural Network Approach to Precise 24-Hour Load Pattern Prediction....Pages 327-335
Tentative Exploration on Reinforcement Learning Algorithms for Stochastic Rewards....Pages 336-343
Comparative Evaluation of Semi-supervised Geodesic GTM....Pages 344-351
Application of Interval Type-2 Fuzzy Logic Systems for Control of the Coiling Entry Temperature in a Hot Strip Mill....Pages 352-359
A Review on the Application of Hybrid Artificial Intelligence Systems to Optimization Problems in Operations Management....Pages 360-367
A Pool of Experts to Evaluate the Evolution of Biological Processes in SBR Plants....Pages 368-375
A Hybrid Ant-Based Approach to the Economic Triangulation Problem for Input-Output Tables....Pages 376-383
A Thermodynamical Model Study for an Energy Saving Algorithm....Pages 384-390
A Fuzzy Approach of the Kohonen’s Maps Applied to the Analysis of Biomedical Signals....Pages 391-400
Unearth the Hidden Supportive Information for an Intelligent Medical Diagnostic System....Pages 401-408
Incremental Kernel Machines for Protein Remote Homology Detection....Pages 409-416
Use of Classification Algorithms in Noise Detection and Elimination....Pages 417-424
SGNG Protein Classifier by Matching 3D Structures....Pages 425-432
Memetic Pareto Differential Evolution for Designing Artificial Neural Networks in Multiclassification Problems Using Cross-Entropy Versus Sensitivity....Pages 433-441
Pareto-Based Multi-output Model Type Selection....Pages 442-449
A Comparison of Multi-objective Grammar-Guided Genetic Programming Methods to Multiple Instance Learning....Pages 450-458
On the Formalization of an Argumentation System for Software Agents....Pages 459-467
A Dialogue-Game Approach for Norm-Based MAS Coordination....Pages 468-475
Incorporating a Temporal Bounded Execution to the CBR Methodology....Pages 476-483
Towards Providing Social Knowledge by Event Tracing in Multiagent Systems....Pages 484-491
A Solution CBR Agent-Based to Classify SOAP Message within SOA Environments....Pages 492-499
RecMas: A Multiagent System Socioconfiguration Recommendations Tool....Pages 500-509
Combining Multiple Classifiers with Dynamic Weighted Voting....Pages 510-516
Fusion of Topology Preserving Neural Networks....Pages 517-524
Adaptive Splitting and Selection Method of Classifier Ensemble Building....Pages 525-532
Probability Error in Global Optimal Hierarchical Classifier with Intuitionistic Fuzzy Observations....Pages 533-540
Some Remarks on Chosen Methods of Classifier Fusion Based on Weighted Voting....Pages 541-548
A Hybrid Bumble Bees Mating Optimization - GRASP Algorithm for Clustering....Pages 549-556
A First Study on the Use of Coevolutionary Algorithms for Instance and Feature Selection....Pages 557-564
Unsupervised Feature Selection in High Dimensional Spaces and Uncertainty....Pages 565-572
Non-dominated Multi-objective Evolutionary Algorithm Based on Fuzzy Rules Extraction for Subgroup Discovery....Pages 573-580
A First Study on the Use of Interval-Valued Fuzzy Sets with Genetic Tuning for Classification with Imbalanced Data-Sets....Pages 581-588
Feature Construction and Feature Selection in Presence of Attribute Interactions....Pages 589-596
Multiobjective Evolutionary Clustering Approach to Security Vulnerability Assesments....Pages 597-604
Beyond Homemade Artificial Data Sets....Pages 605-612
A Three-Objective Evolutionary Approach to Generate Mamdani Fuzzy Rule-Based Systems....Pages 613-620
A New Component Selection Algorithm Based on Metrics and Fuzzy Clustering Analysis....Pages 621-628
Multi-label Classification with Gene Expression Programming....Pages 629-637
An Evolutionary Ensemble-Based Method for Rule Extraction with Distributed Data....Pages 638-645
Evolutionary Extraction of Association Rules: A Preliminary Study on their Effectiveness....Pages 646-653
A Minimum-Risk Genetic Fuzzy Classifier Based on Low Quality Data....Pages 654-661
Performance Analysis of the Neighboring-Ant Search Algorithm through Design of Experiment....Pages 662-669
A New Approach to Improve the Ant Colony System Performance: Learning Levels....Pages 670-677
Hybrid Algorithm to Data Clustering....Pages 678-685
Financial Forecasting of Invoicing and Cash Inflow Processes for Fair Exhibitions....Pages 686-693
A Hybrid Neural Network-Based Trading System....Pages 694-701
Active Portfolio Management under a Downside Risk Framework: Comparison of a Hybrid Nature – Inspired Scheme....Pages 702-712
Back Matter....Pages -