Intelligent Systems Design and Applications

Front Matter....Pages I-XVIII
Front Matter....Pages 1-1
New Model for Time-Series Forecasting Using RBFs and Exogenous Data....Pages 3-12
On Improving Data Fitting Procedure in Reservoir Operation using Artificial Neural Networks....Pages 13-21
Automatic Vehicle License Plate Recognition using Artificial Neural Networks....Pages 23-31
Weather Forecasting Models Using Ensembles of Neural Networks....Pages 33-42
Neural Network Predictive Control Applied to Power System Stability....Pages 43-51
Identification of Surface Residues Involved in Protein-Protein Interaction — A Support Vector Machine Approach....Pages 53-62
From Short Term Memory to Semantics-a Computational Model....Pages 63-73
Front Matter....Pages 75-75
Axiomatization of Qualitative Multicriteria Decision Making with the Sugeno Integral....Pages 77-86
A Self-learning Fuzzy Inference for Truth Discovery Framework....Pages 87-96
Exact Approximations for Rough Sets....Pages 97-104
Correlation Coefficient Estimate for Fuzzy Data....Pages 105-114
Front Matter....Pages 115-115
A Framework for Multiagent-Based System for Intrusion Detection....Pages 117-125
An Adaptive Platform Based Multi-Agents for Architecting Dependability....Pages 127-136
Stochastic Distributed Algorithms for Target Surveillance....Pages 137-148
What-if Planning for Military Logistics....Pages 149-158
Effects of Reciprocal Social Exchanges on Trust and Autonomy....Pages 159-170
Front Matter....Pages 171-171
Real Time Graphical Chinese Chess Game Agents Based on the Client and Server Architecture....Pages 173-182
DIMS: an XML-based information integration prototype accessing web heterogeneous sources....Pages 183-192
A Framework for High-Performance Web Mining in Dynamic Environments using Honeybee Search Strategies....Pages 193-204
Front Matter....Pages 205-205
Real-time Certificate Validation Service by Client’s Selective Request....Pages 207-218
Front Matter....Pages 205-205
Internet Attack Representation using a Hierarchical State Transition Graph....Pages 219-228
A Secure Patch Distribution Architecture....Pages 229-238
Intrusion Detection Using Ensemble of Soft Computing Paradigms....Pages 239-248
Front Matter....Pages 249-249
NETMARK: Adding Hierarchical Object to Relational Databases with “Schema-less” Extensions....Pages 251-261
Academic KDD Project LISp-Miner....Pages 263-272
Performance Evaluation Metrics for Link Discovery Systems....Pages 273-282
Generalizing Association Rules: Theoretical Framework and Implementation....Pages 283-292
New Geometric ICA Approach for Blind Source Separation....Pages 293-302
A Taxonomy of Data Mining Applications Supporting Software Reuse....Pages 303-312
Codifying the “Know How” Using CyKNIT Knowledge Integration Tools....Pages 313-319
Data Mining Techniques in Materialised Projection View....Pages 321-330
Data Mining Techniques in Index Techniques....Pages 331-339
Decision Tree Induction from Distributed Heterogeneous Autonomous Data Sources....Pages 341-350
Front Matter....Pages 351-351
Using IT To Assure a Culture For Success....Pages 353-362
Gender Differences in Performance Feedback Utilizing an Expert System: A Replication and Extension....Pages 363-370
Front Matter....Pages 371-371
Image Database Query Using Shape-Based Boundary Descriptors....Pages 373-382
Image Retrieval by Auto Weight Regulation PCA Algorithm....Pages 383-392
Improving the Initial Image Retrieval Set by Inter-Query Learning with One-Class SVMs....Pages 393-402
Tongue Image Analysis Software....Pages 403-412
2 D Object Recognition Using the Hough Transform....Pages 413-421
Front Matter....Pages 423-423
Population Size Adaptation for Differential Evolution Algorithm Using Fuzzy Logic....Pages 425-436
Intelligent Management of QoS Requirements for Perceptual Benefit....Pages 437-446
Integrating Random Ordering into Multi-heuristic List Scheduling Genetic Algorithm....Pages 447-458
Scheduling to be competitive in supply chains....Pages 459-468
Contract Net Protocol for Cooperative Optimisation and Dynamic Scheduling of Steel Production....Pages 469-478
Front Matter....Pages 479-481
A Peer-to-Peer System Architecture for Multi-Agent Collaboration....Pages 483-492
A Soft Real-Time Agent-based Peer-to-Peer Architecture....Pages 493-502
Social Networks as a Coordination Technique for Multi-Robot Systems....Pages 503-513
Biology-Inspired Approaches to Peer-to-Peer Computing in BISON....Pages 515-522
UbAgent: A Mobile Agent Middleware Infrastructure for Ubiquitous/Pervasive Computing....Pages 523-534
Front Matter....Pages 535-537
Enhanced Cluster Visualization Using the Data Skeleton Model....Pages 539-548
Generating Concept Hierarchies for Categorical Attributes using Rough Entropy....Pages 549-558
Learning from Hierarchical Attribute Values by Rough Sets....Pages 559-567
Delivering Distributed Data Mining E-Services....Pages 569-578
Maintenance of Discovered Functional Dependencies: Incremental Deletion....Pages 579-588
Filtering Multilingual Web Content Using Fuzzy Logic....Pages 589-598
A Comparison of Patient Classification Using Data Mining in Acute Health Care....Pages 599-608
Criteria for a Comparative Study of Visualization Techniques in Data Mining....Pages 609-620
Controlling the Spread of Dynamic Self Organising Maps....Pages 621-630
Back Matter....Pages 631-632