Knowledge-Based Intelligent Information and Engineering Systems: 9th International Conference, KES 2005, Melbourne, Australia, September 14-16, 2005, Proceedings, Part 1

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Rajiv Khosla
Springer, Aug 25, 2005 - Computers - 1319 pages
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Dear delegates,friendsand membersofthe growingKES professionalcommunity,w- come to the proceedings of the 9th International Conference on Knowledge-Based and IntelligentInformationandEngineeringSystemshostedbyLa TrobeUniversityin M- bourne Australia. The KES conference series has been established for almost a decade, and it cont- ues each year to attract participants from all geographical areas of the world, including Europe, the Americas, Australasia and the Paci?c Rim. The KES conferences cover a wide range of intelligent systems topics. The broad focus of the conference series is the theory and applications of intelligent systems. From a pure research ?eld, intel- gent systems have advanced to the point where their abilities have been incorporated into many business and engineering application areas. KES 2005 provided a valuable mechanism for delegates to obtain an extensive view of the latest research into a range of intelligent-systems algorithms, tools and techniques. The conference also gave de- gates the chance to come into contact with those applying intelligent systems in diverse commercial areas. The combination of theory and practice represented a unique opp- tunity to gain an appreciation of the full spectrum of leading-edge intelligent-systems activity. The papers for KES 2005 were either submitted to invited sessions, chaired and organized by respected experts in their ?elds, or to a general session, managed by an extensive International Program Committee, or to the Intelligent Information Hiding and Multimedia Signal Processing (IIHMSP) Workshop, managed by an International Workshop Technical Committee.
 

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Contents

Soft Computing Techniques in Stock Markets
1
Machine Learning
7
A Novel Approach for Developing Autonomous and Collaborative Agents
8
Minority Game and the Wealth Distribution in the Artificial Market
15
Using Relevance Feedback to Learn Both the Distance Measure
16
Image Multinoise Removal via Levy Process Analysis
22
Managing Collaboration in a Multiagent System
23
Multilevel Semantic Analysis for Sports Video
24
Copyright Authentication Enhancement of Digital Watermarking
567
Evolutionary and Selforganizing Sensors Actuators
573
Stability in Web Server Performance with HeavyTailed Distribution
575
Compressed Domain Video Watermarking in Motion Vector
580
Annealing Sensor Networks
581
Measuring Global Behaviour of Multiagent Systems
587
Recognizing and Simulating Sketched Logic Circuits
588
Color Image Restoration Using Explicit Local Segmentation
591

Evaluating the Size of the SOAP for Integration in B2B
29
Learning Plans with Patterns of Actions in BoundedRational Agents
30
Aerial Photograph Image Retrieval Using the MPEG7 Texture Descriptors
31
Applying TwoStage XCS Model on Global Overnight Effect
34
Personalised Search on Electronic Information
35
Yet Another Induction Algorithm
37
Data Mining Coupled Conceptual Spaces for Intelligent Agents
42
An Implementation of Learning Classifier Systems
45
Probabilistic Reasoning Techniques for the Tactical Military Domain
46
Network Based Engineering Design Education
48
Data Mining and Soft Computing Applications II
49
Intelligent Multimedia Solutions and the Security
54
LearningbyDoing Through Metaphorical Simulation
55
An Optimization Approach for Feature Selection in an Electric Billing Database
57
The Design and Implementation
62
Integrating Relation and Keyword Matching in Information Retrieval
64
ImmunityBased Systems
65
Heuristic Algorithm for Estimating Travel Speed in Traffic Signalized Networks
69
Mutual Repairing System Using ImmunityBased Diagnostic Mobile Agent
72
Production Testing of Spark Plugs Using a Neural Network
74
A CaseBased Reasoning Approach to Formulating University Timetables
76
A Network Selfrepair by Spatial Strategies in Spatial Prisoners Dilemma
79
Variable Neighborhood Search with Permutation Distance for QAP
81
A Critical Phenomenon in a Selfrepair Network by Mutual Copying
86
Estimation of the Optimal Number of ClusterHeads in Sensor Network
87
Using Rough Set to Induce Comparative Knowledge and Its Use in SARS Data
89
An Application of Information Retrieval Technique
90
A Worm Filter Based on the Number of Unacknowledged Requests
93
Mining Class Association Rules with Artificial Immune System
94
Comparison of Wavenet and Neuralnet for System Modeling
100
Efficient Migration Scheme Using Backward Recovery Algorithm
101
Detecting isa and partof Relations in Heterogeneous Data Flow
104
Modelling of Neuronal Growth with Synapse Formation
108
Medical Diagnosis
116
Generate Context Metadata Based on Biometric System
119
An Incremental FPGrowth Web Content Mining
121
Performance Comparison for MLP Networks
123
Contribution of Biological Studies to the Understanding and Modeling
124
Combining Machine Learned and Heuristic Rules Using GRDR
131
A RuleBased and ComputationIndependent Business Modelling Language
134
Web Access Path Prediction Using Fuzzy Case Based Reasoning
135
Automatic Detection of Breast Tumours from Ultrasound Images
138
Indoor Location Determination Using a Topological Model
143
An Automatic Body ROI Determination for 3D Visualization
145
Intelligent Data Processing in Process Systems and Plants
149
A Promising Symbiosis
154
Soft Computing and Their Applications IV
157
Development of Engineering Ontology on the Basis of IDEF0 Activity Model
162
Integrating Service Registries with OWLS Ontologies
163
A Novel Approach to Retrosynthetic Analysis
169
On Selforganising Diagnostics in Impact Sensing Networks
170
Intelligent Hybrid Systems and Control
172
Reconfigurable PowerAware Scalable Booth Multiplier
176
Effective Information Sharing Using Concept Mapping
177
Base Reference Analytical Hierarchy Process for Engineering Process Selection
184
A Hybrid Tabu Search Based Clustering Algorithm
186
A Multiagent Model for Intelligent Distributed Control Systems
191
Study on the Development of Design Rationale Management System
198
An HILS and RCP Based Interworking Scheme for Computational Evaluation
200
Combining Demographic Data with Collaborative Filtering
201
Intelligent Agent Technology and Applications I
205
Computer Vision Image Processing and Retrieval
206
AgentBased Software Architecture for Simulating Distributed Negotiation
212
Bayesian Inference Driven Behavior Network Architecture
214
An AgentEnhanced Workflow Management System
215
A Multiagent Framework for NET
219
Face Recognition by Multiple Classifiers a DivideandConquer Approach
225
On an IT Security Framework
226
Emotional Intelligence and Smart Systems
228
Investigating the Transport Communicating Rates of Wireless Networks
233
Agent Team Coordination in the Mobile Agent Network
240
Utilizing Active Software to Capture Tacit Knowledge for Strategic Use
242
EmotionBased Smart Recruitment System
243
Forming Proactive Team Cooperation by Observations
247
Intelligent Design Support Systems
255
Research on Confidential Level Extended BLP Model
257
Emotional Extraction System by Using the Color Combination
258
on a Fuzzy Multiple Objective Decision Support System
261
Mining Internet Data Sets for Computational Grids
268
A Seal Imprint Verification with Rotation Invariance
272
Towards Using FirstPerson Shooter Computer Games
276
Robust Authenticated Encryption Scheme with Message Linkages
281
An Empirical Analysis
282
ContextAware Computing Based Adaptable Heart
284
New Directions 825
288
A New Approach for Conflict Resolution of Authorization
290
Analysis of Conversation Quanta for Conversational Knowledge Circulation
296
Human Face Detection Using Skin Color Context Awareness
298
Improved Video Watermark Detection
300
Data Engineering Knowledge Engineering and Ontologies
304
A Covert Timing ChannelFree Optimistic Concurrency Control Scheme
310
Reversible Watermarking Based on Improved Patchwork Algorithm
317
A Unifying Ontology Modeling for Knowledge Management
318
An Evolvable Hardware System Under Uneven Environment
319
The Efficient Multipurpose Convertible Undeniable Signature Scheme
325
On KnowledgeBased Editorial Design System
332
Intelligant Fuzzy Systems and Control
336
A Study on the Correction of Gun Fire Error Using Neural Network
339
An OCR Postprocessing Approach Based on Multiknowledge
346
Anytime Iterative Optimal Control Using Fuzzy Feedback Scheduler
350
Calendars and Topologies as Types
352
An Experimental Comparison on Gabor Wavelet
353
Analysis Between Lifestyle Family Medical History
355
Mining Quantitative Data Based on Tolerance Rough Set Model
359
Iris Pattern Recognition Using Fuzzy LDA Method
364
Precise Segmentation Rendering for Medical Images
366
Precision Tracking Basedon Fuzzy Reasoning Segmentation
371
InformationBased Pruning for Interesting Association Rule Mining
372
Fuzzy Lowpass Filtering
378
Fast Video Retrieval via the Statistics of Motion Within the RegionsofInterest
381
Intelligent Data Analysis and Applications II
382
Fuzzy Logic Based Intelligent Tool for Databases
386
A New CellBased Clustering Method
391
Knowledge Representation and Its Practical Application
393
Design of a Digital Forensics Image Mining System
395
A Multistage FuzzyGrey Approach to Analyzing Software Development Cost
396
Meeting the Need for Knowledge Management in Schools
403
Advanced Network Application
405
Aspects of Consideration When Designing
410
Improved Image Coding with Classified VQ and SideMatch VQ
411
Evaluating the Functioning of Rules
416
Capturing Window Attributes for Extending Web Browsing History Records
418
Knowledge Management for Robot Activities in a Real World Context
422
Creativitiy Support Environment and Its Social Applications
423
Block Standstill and Homogeneity Based Fast Motion Estimation Algorithm
425
Temporal Knowledge Representation and Reasoning Model
430
Position Estimation for Goods Tracking System Using Mobile Detectors
431
Logics for Specifying Verifying and Reasoning
437
Improving Image Quality for JPEG Compression
442
The Architecture to Implement the Home Automation Systems
445
PersonCentered Care as Creative Problem Solving
451
Separated Ethernet Algorithm for Intelligent Building Network Integration
452
Efficient Revocation of Security Capability
453
Approaches and Methods of Security Engineering I
459
A Study on PrivacyRelated Considerations
460
A Hybrid Method of Data Hiding and Image Compression
463
Design and Evaluation of an SARHR Scheme
465
An Efficient and Secured Media Access Mechanism
470
Reliability and Capacity Enhancement Algorithms
472
Dynamic Integrated Model for Distributed Multimedia System
476
PilotSymbol Aided SFBCOFDM Channel Estimation
477
A Study of Power Network Stabilization Using an Artificial Neural Network
479
Cryptographic Protocol Design Concept with Genetic Algorithms
483
An Adaptive Repeater System for OFDM with Frequency Hopping Control
485
Autonomous Synchronization Scheme Access Control for Sensor Network
487
An Efficient Backoff Scheme for IEEE 802 11e EDCF Differential Service
490
Intelligent and Effective Digital Watermarking Scheme
492
Multimedia Signal Processing
497
Performance Improvement of OFDM System
498
Communicative Intelligent I
500
A Programmable Pipelined Queue for Approximate String Matching
503
Arbitrated Verifier Signature with Message Recovery for Proof of Ownership
504
Multiagent System for Web Advertising
507
Chance Discovery I
511
Distributed Web Integration with Multiagent Data Mining
513
A Mobile Agent Approach to Intrusion Detection in Network Systems
514
A Scenario Elicitation Method in Cooperation with Requirements Engineering
518
Nontextual Document Ranking Using Crawler Information
520
The Interactive Evolutionary Computation Based on the Social Distance
526
A Propagation Strategy Implemented in Communicative Environment
527
Local Feature Analysis with Class Information
532
A Context of Creative Design
533
Using Recommendation to Improve Negotiations in AgentBased Systems
534
Comparison of the Effectiveness of Decimation
540
Fault Diagnosis of Discrete Event Systems Using Place Invariants
541
Chance Discovery and the Disembodiment of Mind
547
Adaptive Fuzzy OutputFeedback Controller for SISO Affine Nonlinear Systems
549
A Data Hiding Scheme to Reconstruct Missing Blocks
554
Information Hiding and Multimedia Signal Processing
561
OnLine Reinforcement Learning
562
Using Interval Singleton Type 2 Fuzzy Logic System
566
A Lossless Watermarking Technique for Halftone Images
593
In Use Parameter Estimation of Inertial Sensors
595
Information Engineering and Ubiquitous Computing
602
Optimal Design Using Clonal Selection Algorithm
604
KnowledgeBased Fuzzy Control of PilotScale SBR for Wastewater Treatment
608
A New Technique of Determining Speakers Intention for Sentences
612
CSFs for HCI in Ubiquitous Computing Environments
616
Analysis of RED with Multiple ClassBased Queues
618
New Approach for Speedingup Technique of the Retrieval
619
Control System for Optimal Flight Trajectories for Terrain Collision Avoidance
622
Learning Behaviors of the Hierarchical Structure Stochastic Automata
624
Multiagent Systems and Evolutionary Computing
626
Parameter Space Exploration of AgentBased Models
633
Choquet IntegralBased Decision Making Approach for Robot Selection
635
Efficient Preprocessing for Large WindowBased Modular Exponentiation
640
Feature Generation by Simple FLD
645
Location and ContextBased Systems
649
eLearning and
651
Building Hyperheuristics Through Ant Colony Optimization
654
RealTime Cocomposing System Using Multiaspects
661
An Efficient Eye Location Using ContextAware Binarization Method
662
Intelligent Agent Technology and Applications II
665
Ubiquitous Pattern Recognition
668
New Logical Classes of Plausibility Functions in DempsterShafer Theory
675
Integrated Management of Multilevel Road Network
677
The Design and Implementation
678
Information TechnologyBased Educational Software Framework
681
Person Tracking with Infrared Sensors
682
Entropy Criterion for ClassifierIndependent Feature Selection
689
iJADE Reporter An Intelligent Multiagent Based Context
693
Design of a Web Based Lab Administration System
694
Finding and Autolabeling of Task Groups on EMails and Documents
696
Person Recognition by Pressure Sensors
703
Logic Based Intelligent Information Systems
708
A Study of Train Group Operation Multiagent Model Oriented to RITS
709
eBased Systems in Education Commerce and Health
713
Neural Networks for Data Mining
716
Smart Systems
722
Detecting Search Engine Spam from a Trackback Network in Blogspace
723
Nonalethic Reasoning in Distributed Systems
724
The Searching Methods of Mobile Agents
728
Analysis for Adaptability of PolicyImproving System with a Mixture Model
730
A Connectionist Model for Predicate Logic Reasoning
732
Synthetic Character with Bayesian Network and Behavior Network
737
Parallel Stochastic Optimization for Humanoid Locomotion
738
A Time Judgement System Based on an Association Mechanism
742
Visualizing Dynamics of the Hot Topics
745
A Deductive Semantic Brokering System
746
ResponseDriven WebBased Assessment System
749
Intelligent Consumer Purchase Intention Prediction System for Green Products
752
Intelligent Environments for NextGeneration eMarkets
753
Intelligent Systems for eBusiness and eLearning II
758
Specifying Distributed Authorization with Delegation
761
Computational Biology and Bioinformatics
763
A My Page Service Realizing Method by Using Market Expectation Engine
765
Dynamic Location Management for OnDemand Car Sharing System
768
Multiagent Modeling of Peer to Peer Communication
772
Intelligent Data Analysis Decision Making and Modelling Adaptive Financial
775
Bayesian Validation of Fuzzy Clustering for Analysis of Yeast Cell Cycle Data
777
A CaseOriented Game for Business Learning
779
Development of Judging Method of Understanding Level in Web Learning
781
Learning ValueAdded Information of Asset Management
785
A Medical Advisory System
789
A Hybrid Approach to Combine HMM and SVM Methods
792
eLearning Materials Development Based on Abstract Analysis
794
An Efficient Method for Creating Requirement Specification
799
Shared Learning Vector Quantization in a New Agent Architecture
806
Study on the Velocity of Saccadic Eye Movements
809
Relative Magnitude of Gaussian Curvature from Shading Images
813
Adaptation on the Commons
820
Innovations in Intelligent Agents
821
Intelligent Information Processing for Remote Sensing
829
An Automated Argument System Based on Logic
830
Agent Technology for Coordinating UAV Target Tracking
831
Supporting Adaptive Learning with High Level Timed Petri Nets
834
A BeliefDesireIntention Model of Confidence
844
Generating CG Movies Based on a Cognitive Model of Shot Transition
848
Blind Signal Separation Through Cooperating ANNs
849
A Delegation Model for Designing Collaborative Multiagent Systems
858
Sustainable Memory System Using Global and Conical Spaces
861
An Optimal Nonparametric Weighted System
866
RDFBased Ontology View for Relational Schema Mediation in Semantic Web
873
Locomotion Control Technique for Immersive Conversation Environment
875
Intelligent Human Computer Interaction Systems
880
A Robust and Invisible Watermarking of 3D Triangle Meshes
881
Intelligent Search with Customized Results
887
Analysis and Synthesis of HelpDesk Responses
890
Attribute Intensity Calculating Method from Evaluative Sentences
893
Extended Fuzzy Description Logic ALCN
896
Designing a Tool for Configuring an Intelligent and Flexible WebBased System
901
Development of a New Vocal Cords Based on Human Biological Structures
908
Weak Key Analysis and Microcontroller Implementation
910
An Experimental Study on Computer Programming with Linguistic Expressions
911
Semantic Discovery of Web Services
915
Ontology Modeling and Storage System for Robot Context Understanding
922
Effect of Direct Communication in Ant System
925
Clustering Categorical Streams Using Attribute Selection
929
ActivityObject Bayesian Networks for Detecting Occluded Objects
937
Experience Management and Knowledge Management
938
Combining an OrderSemisensitive Text Similarity and Closest Fit Approach
943
Design of a Simultaneous Mobile Robot Localization
945
A Framework of Checking Subsumption Relations Between Composite Concepts
953
An Adaptive Forecasting Method for Data Streams
957
Mining Classification Rules Using Evolutionary Multiobjective Algorithms
959
TwoPhase Path Retrieval Method for Similar XML Document Retrieval
967
Computational Intelligence Tools Techniques and Algorithms
972
Using Artificial Neural Network Ensembles to Extract Data Content
974
Experience Management in Knowledge Management
981
A Mutual Influence Algorithm for Multiple Concurrent Negotiations
986
Program Simplification in Genetic Programming for Object Classification
988
Network Security RealTime and Fault Tolerant Systems
989
Algorithms for CTL System Modification
1000
Wavelength Converter Assignment Problem in All Optical WDM Networks
1004
Multimedia Security and Stegnography
1005
An Efficient MDS Algorithm for the Analysis
1015
A Preliminary Design for a PrivacyFriendly Free P2P Media File
1018
Mobile Agent System
1021
SE33Intelligent IDBased Threshold System by an Encryption
1022
A New Steganography Scheme in the Domain
1032
A Quantitative Trust Model Based on Multiple Evaluation Criteria Hak Joon Kim and Keon Myung Lee
1036
Method of Hiding Information in Agglutinative Language Documents
1039
Performance Analysis of a Antenna Array System
1050
Dual Communication System Using Wired and Wireless
1051
Stegnography
1058
Theory and Application of Artificial Neural Networks
1064
Intelligent Method for Building Security Countermeasures
1069
A Verifiable Fingerprint Vault Scheme
1072
N Thread Mapping Method
1077
Audio CoFIP Contents Fingerprinting Robust Against Collusion Attack Kotaro Sonoda Ryouichi Nishimura and Yˆoiti Suzuki
1083
Data Hiding in a Hologram by Modified Digital Halftoning Techniques
1086
Approaches and Methods of Security Engineering II
1094
A New Watermark Surviving After Reshooting
1099
A Reversible Information Hiding Scheme Based on Vector Quantization
1101
Implementation of Adaptive ReedSolomon Decoder
1111
Shadow Watermark Extraction System
1115
A Relationship Between Products Evaluation and IT Systems Assurance
1127
SVGBased Countermeasure to Geometric Attack
1129
Ranking Functions Perceptrons and Associated Probabilities
1143
System Architecture Analysis of a Hybrid Watermarking Method
1145
Intelligent Multimedia Service System
1146
Watermarking with Association Rules Alignment
1159
A General Fuzzy Min Max Neural Network
1160
Optimum Pricing Strategy for Maximization of Profits and Chance Discovery
1161
Condition Monitoring Capability Developed Through a Knowledge
1173
Extracting High Quality Scenario
1174
Improved Method of Spread Spectrum Watermarking Techniques
1175
An Extended TwoPhase Architecture for Mining Time Series Data
1187
Multimedia Retrieval I
1190
Effective Video Scene Detection Approach Based on Cinematic Rules
1197
Physiological Modeling and Simulation for Aerobic Circulation
1204
A High Robust Blind Watermarking Algorithm in DCT Domain
1207
Neural Network Based Image Retrieval
1210
Knowledge Based Intelligent Systems for Health Care
1218
Method for Searching Similar Images Using Quality Index Measurement
1224
Implementation of Image Steganographic System Using Wavelet Zerotree
1226
Leximancer Concept Mapping of Patient Case Studies
1232
A RSTInvariant Robust DWTHMM Watermarking Algorithm
1233
Automated Information Mining on Multimedia TV News Archives
1238
Preprocessing for Extracting Information from Medical Record
1246
Soft Computing Techniques and Their Applications II
1248
A Distributed Backup Agent Based on Grid Computing Architecture
1252
Health Support Intelligent System for Diabetic Patient by Mobile Phone
1260
Automatic Extraction System of a Kidney Region Based on the QLearning
1261
An Intelligent Extracting Web Content Agent on the Internet
1265
Intelligent Learning Environment
1274
Word Sense Disambiguation of Thai Language with Unsupervised Learning
1277
Trend of Fuzzy Multivariant Analysis in Management Engineering
1283
A Visualization System for Organizing and Sharing Research Information
1288
Binary Neural Networks A CMOS Design Approach
1293
Author Index 1355
1303
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About the author (2005)

Dr. Rajiv Khosla has a multi-disciplinary background in engineering, management and computer science. He holds a Bachelors degree in Electrical Engineering, a Masters degree in Management and Systems from the Indian Institute of Technology (IIT), New Delhi, and a Masters and Ph.D. in Computer Science from La Trobe. Dr. Khosla is an Associate Professor in the Accounting and Management department at La Trobe University. He is the associate editor of the International Journal of Pattern Recognition and review board member of the International Journal of Applied Intelligence. His research and teaching experience has been driven by active collaboration with industry. He has been a project leader of over a dozen industrial projects. Dr. Khosla has authored several research monographs in the area of intelligent agents and human-centred systems. He has published several books with Springer, the most recent being Knowledge-Based Intelligent Information and Engineering Systems (Khosla, Howlett & Jain (Eds.), 2005, 3-540-28894-5).

Dr. Nadia Bianchi-Berthouze gained her MSc in Computer Science and Ph.D. in Computer Science from the University of The Studies of Milan, Italy in 1991 and 1995 respectively. In February 2006, she will move from the University of Aizu, Japan (where she was an Assistant Professor working in visual information systems) to the University College London Interaction Center (UCLIC), UK.

Dr. Toyoaki Nishida is a Professor in the Department of Intelligence Science and Technology, Graduate School of Technology at Kyoto University. He received his B.E., the M.E., and Doctor of Engineering degrees from Kyoto University in 1977, 1979, and 1984 respectively. He haspublished one monograph previously: Dynamic Knowledge Interaction, CRC Press 2000 and two lecture notes volumes in Springer??'s Lecture Notes in Artificial Intelligence series: Algorithmic Learning Theory, Lecture Notes in Artificial Intelligence 743, Springer-Verlag, 1993 and Takao Terano, Toyoaki Nishida, Akira Namatame, Yukio Ohsawa, Shusaku Tsumoto, and Takashi Washio (eds): Exploring New Frontiers on Artificial Intelligence - Selected Papers from the First International Workshops of Japanese Society of Artificial Intelligence -, Lecture Notes on Artificial Intelligence LNAI2253, Springer Verlag, December 2001.