Intelligent Systems Design and Applications

by Abraham, Ajith; Franke, Katrin; Koppen, Mario

• ISBN13: 9783540404262
• ISBN10: 3540404260
• Format: Paperback
• Copyright: 2003-09-01
• Publisher: Springer-Nature New York Inc

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

Part I: Connectionist Paradigms and Machine Learning
New Model for Time-series Forecasting using RBFS and Exogenous Data	3	(10)
Juan Manuel Gorriz
Carlos G. Puntonet
J. J. G. de La Rosa
Moises Salmeron
On Improving Data Fitting Procedure in Reservoir Operation using Artificial Neural Networks	13	(10)
S. Mohan
V. Ramani Bai
Automatic Vehicle License Plate Recognition using Artificial Neural Networks	23	(10)
Cemil Oz
Fikret Ercal
Weather Forecasting Models Using Ensembles of Neural Networks	33	(10)
Imran Maqsood
Muhammad Riaz Khan
Ajith Abraham
Neural Network Predictive Control Applied to Power System Stability	43	(10)
Steven Ball
Identification of Residues Involved in Protein-Protein Interaction from Amino Acid Sequence - A Support Vector Machine Approach	53	(10)
Changhui Yan
Drena Dobbs
Vasant Honavar
From Short Term Memory to Semantics - a Computational Model	63	(14)
Parag C. Prasad
Subramani Arunkumar
Part II: Fuzzy Sets, Rough Sets and Approximate Reasoning
Axiomatization of Qualitative Multicriteria Decision Making with the Sugeno Integral	77	(10)
D. Iourinski
F. Modave
A Self-learning Fuzzy Inference for Truth Discovery Framework	87	(10)
Alex T.H. Sim
Vincent C. S. Lee
Maria Indrawan
Hee Jee Mei
Exact Approximations for Rough Sets	97	(8)
Dmitry Sitnikov
Oleg Ryabov
Nataly Kravets
Olga Vilchinska
Correlation Coefficient Estimate for Fuzzy Data	105	(12)
Yongshen Ni
John Y. Cheung
Part III: Agent Architectures and Distributed Intelligence
A Framework for Multiagent-Based System for Intrusion Detection	117	(10)
Islam M Hegazy
Taha Al-Arif
Zaki T. Fayed
Hossam M. Faheem
An Adaptive Platform Based Multi-Agents for Architecting Dependability	127	(10)
Amar Ramdane-Cherif
Samir Benarif
Nicole Levy
Stochastic Distributed Algorithms for Target Surveillance	137	(12)
Luis Caffarelli
Valentino Crespi
George Cybenko
Irene Gamba
Daniela Rus
What-if Planning for Military Logistics	149	(10)
M. Afzal Upal
Effects of Reciprocal Social Exchanges on Trust and Autonomy	159	(14)
Henry Hexmoor
Prapulla Poll
Part IV: Intelligent Web Computing
Real Time Graphical Chinese Chess Game Agents Based on the Client and Server Architecture	173	(10)
Peter Vo
Yan-Qing Zhang
G. S. Owen
R. Sunderraman
DIMS: an XML-Based Information Integration Prototype Accessing Web Heterogeneous Sources	183	(10)
Linghua Fan
Jialin Cao
Rene Soenen
A Frame-Work for High-Performance Web Mining in Dynamic Environments using Honeybee Search Strategies	193	(14)
Reginald L. Walker
Part V: Internet Security
Real-time Certificate Validation Service by Client's Selective Request	207	(12)
Jin Kwak
Seungwoo Lee
Soohyun Oh
Dongho Won
Internet Attack Representation using a Hierarchical State Transition Graph	219	(10)
Cheol-Won Lee
Eul Gyu Im
Dong-Kyu Kim
A Secure Patch Distribution Architecture	229	(10)
Cheol-Won Lee
Eul Gyu Im
Jung-Taek Seo
Tae-Shik Sohn
Jong-Sub Moon
Dong-Kyu Kim
Intrusion Detection Using Ensemble of Soft Computing Paradigms	239	(12)
Srinivas Mukkamala
Andrew H. Sung
Ajith Abraham
Part VI: Data mining, Knowledge Management and Information Analysis
NETMARK: Adding Hierarchical Object to Relational Databases	251	(12)
David A. Maluf
Peter B. Tran
Academic KDD Project LISp-Miner	263	(10)
Milan Simunek
Performance Evaluation Metrics for Link Discovery Systems	273	(10)
M. Afzal Upal
Generalizing Association Rules: A Theoretical Framework and Implementation	283	(10)
Antonio Badia
Mehmed Kantardzic
New Geometric ICA Approach for Blind Separation of Sources	293	(10)
Manuel Rodriguez-Alvarez
Fernando Rojas
Carlos G. Puntonet
F. Theis
E. Lang
R. M. Clemente
A Taxonomy of Data Mining Applications Supporting Software Reuse	303	(10)
S. Tangsripairoj
M. H. Samadzadeh
Codifying the ``Know How'' Using CyKNIT Knowledge Integration Tools	313	(8)
Suliman Al-Hawamdeh
Data Mining Techniques in Materialised Projection View	321	(10)
Ying Wah Teh
Abu Bakar Zaitun
Data Mining Techniques in Index Techniques	331	(10)
Ying Wah Teh
Abu Bakar Zaitun
Decision Tree Induction from Distributed Heterogeneous Autonomous Data Sources	341	(12)
Doina Caragea
Adrian Silvescu
Vasant Honavar
Part VII: Computational Intelligence in Management
Using IT To Assure a Culture For Success	353	(10)
Raj Kumar
Gender Differences in Performance Feedback Utilizing an Expert System: A Replication and Extension	363	(10)
Tim O. Peterson
David D. Vanfleet
Peggy C. Smith
Jon W. Beard
Part VIII: Image Processing and Retrieval
Image Database Query Using Shape-Based Boundary Descriptors	373	(10)
Nikolay M. Sirakov
James W. Swift
Phillip A. Mlsna
Image Retrieval by Auto Weight Regulation PCA Algorithm	383	(10)
W. H. Chang
M. C. Cheng
Improving the Initial Image Retrieval Set by Inter-Query Learning with One-Class SVMs	393	(10)
Iker Gondra
Douglas R. Heisterkamp
Jing Peng
Tongue Image Analysis Software	403	(10)
Dipti Prasad Mukherjee
D. Dutta Majumder
2 D Object Recognition Using the Hough Transform	413	(12)
Venu Madhav Gummadi
Thompson Sarkodie-Gyan
Part IX: Optimization, Scheduling and Heuristics
Population Size Adaptation for Differential Evolution Algorithm Using Fuzzy Logic	425	(12)
Junhong Liu
Jouni Lampinen
Intelligent Management of QoS Requirements for Perceptual Benefit	437	(10)
George Ghinea
George D.Magoulas
J. P. Thomas
Integrating Random Ordering into Multi-heuristic List Scheduling Genetic Algorithm	447	(12)
Andy Auyeung
Iker Gondra
H. K. Dai
Scheduling to be Competitive in Supply Chains	459	(10)
Sabyasachi Saha
Sandip Sen
Contract Net Protocol for Cooperative Optimisation and Dynamic Scheduling of Steel Production	469	(14)
D. Ouelhadj
P. I. Cowling
S. Petrovic
Part X: Special Session on Peer-to-Peer Computing
A Peer-to-Peer System Architecture for Multi-Agent Collaboration	483	(10)
Prithviraj Dasgupta
A Soft Real-Time Agent-Based Peer-to-Peer Architecture	493	(10)
Feng Chen
Vana Kalogeraki
Social Networks as a Coordination Technique for Multi-Robot Systems	503	(12)
Daniel Rodic
Andries P. Engelbrecht
Biology-Inspired Approaches to Peer to Peer Computing in BISON	515	(8)
Alberto Montresor
Ozalp Babaoglu
UbAgent: A Mobile Agent Middleware Infrastructure for Ubiquitous/Pervasive Computing	523	(16)
George Samaras
Paraskevas Evripidou
Part XI: 2003 International Workshop on Intelligence, Soft computing and the Web
Enhanced Cluster Visualization Using the Data Skeleton Model	539	(10)
R. Amarasiri
L. K. Wickramasinghe
L. D. Alahakoon
Generating Concept Hierarchies for Categorical Attributes using Rough Entropy	549	(10)
Been-Chian Chien
Su-Yu Liao
Shyue-Liang Wang
Learning from Hierarchical Attribute Values by Rough Sets	559	(10)
Tzung-Pei Hong
Chun-E Lin
Jiann-Horng Lin
Shyue-Liang Wang
Delivering Distributed Data Mining E-Services	569	(10)
Shonali Krishnaswamy
Maintenance of Discovered Functional Dependencies: Incremental Deletion	579	(10)
Shyue-Liang Wang
Wen-Chieh Tsou
Jiann-Horng Lin
Tzung-Pei Hong
Filtering Multilingual Web Content Using Fuzzy Logic	589	(10)
Rowena Chau
Chung-Hsing Yeh
A Comparison of Patient Classification Using Data Mining in Acute Health Care	599	(10)
Eu-Gene Siew
Kate A. Smith
Leonid Churilov
Jeff Wassertheil
Criteria for a Comparative Study of Visualization Techniques in Data Mining	609	(12)
Robert Redpath
Bala Srinivasan
Controlling the Spread of Dynamic Self Organising Maps	621	(10)
Damminda Alahakoon
Index of Contributors	631