Hybrid Information Systems

Front Matter....Pages I-XVIII
A Full Explanation Facility for a MLP Network that Classifies Low-Back-Pain Patients and for Predicting its Reliability....Pages 1-17
Use of Multi-category Proximal SVM for Data Set Reduction....Pages 19-24
Neural Techniques in Logo Recognition....Pages 25-32
Motion Detection Using Cellular Neural Network....Pages 33-44
Speech Separation Based on Higher Order Statistics Using Recurrent Neural Networks....Pages 45-55
Speaker Recognition Using Radial Basis Function Neural Networks....Pages 57-64
A Multifaceted Investigation into Speech Reading....Pages 65-78
Global Optimisation of Neural Networks Using a Deterministic Hybrid Approach....Pages 79-92
AppART: An ART Hybrid Stable Learning Neural Network for Universal Function Approximation....Pages 93-119
Monitoring System Security Using Neural Networks and Support Vector Machines....Pages 121-137
A Hybrid Detection and Classification System for Human Motion Analysis....Pages 139-157
Integrated Technique with Neurocomputing for Temporal Video Segmentation....Pages 159-167
Matching Data Mining Algorithm Suitability to Data Characteristics Using a Self-Organizing Map....Pages 169-179
Perceptual Grouping of Contours via Gated Diffusion of Boundary Signals....Pages 181-193
Fusion of Fuzzy System and Conventional Technique to Evaluate Weather and Terrain Effects on the Vehicle Operations....Pages 195-206
Soft Computing for Developing Short Term Load Forecasting Models in Czech Republic....Pages 207-221
An Induction Algorithm with Selection Significance Based on a Fuzzy Derivative....Pages 223-235
Adaptive Database Learning in Decision Support Systems Using Evolutionary Fuzzy Systems: A Generic Framework....Pages 237-251
Histogram-Based Fuzzy Clustering and Its Comparison to Fuzzy C-Means Clustering in One-Dimensional Data....Pages 253-267
Optimizing Linear Programming Technique Using Fuzzy Logic....Pages 269-283
Semantics for Fuzzy Disjunctive Programs with Weak Similarity....Pages 285-299
An Integration of Fuzzy and Two-Valued Logics on Natural Language Semantics....Pages 301-311
Fuzzifying Hyperplanes in the Hypothesis Space....Pages 313-322
A Genetic Algorithm for Optimizing Throughput in Non-broadcast WDM Optical Networks....Pages 323-338
Solving Trigonometric Identities with Tree Adjunct Grammar Guided Genetic Programming....Pages 339-351
Integrated Evolutionary Algorithms....Pages 353-359
Evolving Natural Language Parser with Genetic Programming....Pages 361-377
A Linear Genetic Programming Approach for Modelling Electricity Demand Prediction in Victoria....Pages 379-393
Flexible Generator Maintenance Scheduling in a Practical System Using Fuzzy Logic and Genetic Algorithm....Pages 395-413
Information Space Optimization with Real-Coded Genetic Algorithm for Inductive Learning....Pages 415-429
A Comparison of GRASP and an Exact Method for Solving a Production and Delivery Scheduling Problem....Pages 431-447
MEBRL: Memory-Evolution-Based Reinforcement Learning Algorithm of MAS....Pages 449-458
Agent Representation and Communication in CBR-Tutor....Pages 459-468
Agent-Based Software Engineering and Agent Mediations....Pages 469-484
Virtual Al Classroom: A Proposal....Pages 485-495
An Argumentation-Based Multi-Agent System for eTourism Dialogue....Pages 497-512
Modeling a Distributed Knowledge Management for Cooperative Agents....Pages 513-526
Linear Discriminant Text Classification in High Dimension....Pages 527-537
A Bayesian Track-before-Detect Algorithm for IR Point Target Detection....Pages 539-553
Application of Bayesian Controllers to Dynamic Systems....Pages 555-569
An Algorithm for Automatic Generation of a Case Base from a Database Using Similarity-Based Rough Approximation....Pages 571-582
A Family of Algorithms for Implementing the Main Concepts of the Rough Set Theory....Pages 583-595
Value of Information Analysis in Dynamic Influence Diagrams....Pages 597-610
An Automated Report Generation Tool for the Data Understanding Phase....Pages 611-625
Determining the Validity of Clustering for Data Fusion....Pages 627-636
The Performance of Small Support Spatial and Temporal Filters for Dim Point Target Detection in Infrared Image Sequences....Pages 637-651
Using Petri Nets for Modeling Branch Control of Pipelined Processors....Pages 653-663
Extended Vector Annotated Logic Program and its Applications to Robot Action Control and Automated Safety Verification....Pages 665-679
Overview of Markov Chain Monte Carlo for Statistical Inference and its Application....Pages 681-693
Insurance Applications of Soft Computing Technologies....Pages 695-710
Teaming Human and Machine: A Conceptual Framework....Pages 711-721
Dynamics and Thinking of Social Systems....Pages 723-732
Back Matter....Pages 733-734