Intelligent Systems Design and Applications

by Ajith Abraham; ?Katrin Franke; ?Mario Köppen

• ISBN13: 9783540449997
• ISBN10: 354044999X
• Format: Nonspecific Binding
• Copyright: 2013-12-20
• Publisher: Springer Nature

Summary

This volume includes the proceedings of the Third International Conference on Intelligent Systems Design and Applications (ISDA 2003) held in Tulsa, USA, August 10-13. Current research in all areas of computational intelligence is presented including design of artificial neural networks, fuzzy systems, evolutionary algorithms, hybrid computing systems, intelligent agents, and their applications in science, technology, business and commercial. Main themes addressed by the conference are the architectures of intelligent systems, image, speech and signal processing, internet modeling, data mining, business and management applications, control and automation, software agents and knowledge management.

Table of Contents

Connectionist paradigms and Machine Learning
New Model for Time-series Forecasting using RBFS and Exogenous Data	p. 3
On Improving Data Fitting Procedure in Reservoir Operation using Artificial Neural Networks	p. 13
Automatic Vehicle License Plate Recognition using Artificial Neural Networks	p. 23
Weather Forecasting Models Using Ensembles of Neural Networks	p. 33
Neural Network Predictive Control Applied to Power System Stability	p. 43
Identification of Residues Involved in Protein-Protein Interaction from Amino Acid Sequence - A Support Vector Machine Approach	p. 53
From Short Term Memory to Semantics - a Computational Model	p. 63
Fuzzy Sets, Rough Sets and Approximate Reasoning
Axiomatization of Qualitative Multicriteria Decision Making with the Sugeno Integral	p. 77
A Self-learning Fuzzy Inference for Truth Discovery Framework	p. 87
Exact Approximations for Rough Sets	p. 97
Correlation Coefficient Estimate for Fuzzy Data	p. 105
Agent Architectures and Distributed Intelligence
A Framework for Multiagent-Based System for Intrusion Detection	p. 117
An Adaptive Platform Based Multi-Agents for Architecting Dependability	p. 127
Stochastic Distributed Algorithms for Target Surveillance	p. 137
What-if Planning for Military Logistics	p. 149
Effects of Reciprocal Social Exchanges on Trust and Autonomy	p. 159
Intelligent Web Computing
Real Time Graphical Chinese Chess Game Agents Based on the Client and Server Architecture	p. 173
DIMS: an XML-Based Information Integration Prototype Accessing Web Heterogeneous Sources	p. 183
A Frame-Work for High-Performance Web Mining in Dynamic Environments using Honeybee Search Strategies	p. 193
Internet Security
Real-time Certificate Validation Service by Client's Selective Request	p. 207
Internet Attack Representation using a Hierarchical State Transition Graph	p. 219
A Secure Patch Distribution Architecture	p. 229
Intrusion Detection Using Ensemble of Soft Computing Paradigms	p. 239
Data mining, Knowledge Management and Information Analysis
NETMARK: Adding Hierarchical Object to Relational Databases	p. 251
Academic KDD Project LISp-Miner	p. 263
Performance Evaluation Metrics for Link Discovery Systems	p. 273
Generalizing Association Rules: A Theoretical Framework and Implementation	p. 283
New Geometric ICA Approach for Blind Separation of Sources	p. 293
A Taxonomy of Data Mining Applications Supporting Software Reuse	p. 303
Codifying the ""Know How"" Using CyKNIT Knowledge Integration Tools	p. 313
Data Mining Techniques in Materialised Projection View	p. 321
Data Mining Techniques in Index Techniques	p. 331
Decision Tree Induction from Distributed Heterogeneous Autonomous Data Sources	p. 341
Computational Intelligence in Management
Using IT To Assure a Culture For Success	p. 353
Gender Differences in Performance Feedback Utilizing an Expert System: A Replication and Extension	p. 363
Image Processing and Retrieval
Image Database Query Using Shape-Based Boundary Descriptors	p. 373
Image Retrieval by Auto Weight Regulation PCA Algorithm	p. 383
Improving the Initial Image Retrieval Set by Inter-Query Learning with One-Class SVMs	p. 393
Tongue Image Analysis Software	p. 403
2 D Object Recognition Using the Hough Transform	p. 413
Optimization, Scheduling and Heuristics
Population Size Adaptation for Differential Evolution Algorithm Using Fuzzy Logic	p. 425
Intelligent Management of QoS Requirements for Perceptual Benefit	p. 437
Integrating Random Ordering into Multi-heuristic List Scheduling Genetic Algorithm	p. 447
Scheduling to be Competitive in Supply Chains	p. 459
Contract Net Protocol for Cooperative Optimisation and Dynamic Scheduling of Steel Production	p. 469
Special Session on Peer-to-Peer Computing
A Peer-to-Peer System Architecture for Multi-Agent Collaboration	p. 483
A Soft Real-Time Agent-Based Peer-to-Peer Architecture	p. 493
Social Networks as a Coordination Technique for Multi-Robot Systems	p. 503
Biology-Inspired Approaches to Peer to Peer Computing in BISON	p. 515
UbAgent: A Mobile Agent Middleware Infrastructure for Ubiquitous/Pervasive Computing	p. 523
2003 International Workshop on Intelligence, Soft computing and the Web
Enhanced Cluster Visualization Using the Data Skeleton Model	p. 539
Generating Concept Hierarchies for Categorical Attributes using Rough Entropy	p. 549
Learning from Hierarchical Attribute Values by Rough Sets	p. 559
Delivering Distributed Data Mining E-Services	p. 569
Maintenance of Discovered Functional Dependencies: Incremental Deletion	p. 579
Filtering Multilingual Web Content Using Fuzzy Logic	p. 589
A Comparison of Patient Classification Using Data Mining in Acute Health Care	p. 599
Criteria for a Comparative Study of Visualization Techniques in Data Mining	p. 609
Controlling the Spread of Dynamic Self Organising Maps	p. 621
Index of Contributors	p. 631
Table of Contents provided by Publisher. All Rights Reserved.