Knowledge-based Intelligent Information And Engineering Systems: 9th International Conference, Kes 2005, Melbourne, Australia, September 14-16, 2005, Proceedings

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Springer Science & Business Media, 2005 - Computers - 1376 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 IntelligentInformationandEngineeringSystems hostedbyLa 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. rom 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 e tensive view of the latest research into a range of intelligent-systems algorithms, tools and techni ues. 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 uni ue 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 organi ed by respected e perts in their ?elds, or to a general session, managed by an e tensive International Program Committee, or to the Intelligent Information Hiding and Multimedia Signal Processing (IIHMSP) orkshop, managed by an International orkshop Technical Committe
 

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Contents

POISE Achieving ContentBased Picture Organisation for Image Search Engines
1
Estimation of the Hierarchical Structure of a Video Sequence Using MPEG7 Descriptors and GCS
8
Using Relevance Feedback to Learn Both the Distance Measure and the Query in Multimedia Databases
16
Multilevel Semantic Analysis for Sports Video
24
Aerial Photograph Image Retrieval Using the MPEG7 Texture Descriptors
31
Yet Another Induction Algorithm
37
An Implementation of Learning Classifier Systems for RuleBased Machine Learning
45
LearningbyDoing Through Metaphorical Simulation
55
Design of a Web Based Lab Administration System
694
Experiences with Pair and Tri Programming in a Second Level Course
701
An Intelligent Safety Verification Based on a Paraconsistent Logic Program
708
An Application in Cephalometric Analysis
716
Nonalethic Reasoning in Distributed Systems
724
A Connectionist Model for Predicate Logic Reasoning Using CoarseCoded Distributed Representations
732
A GeneralPurpose Forward Deduction Engine for Modal Logics
739
A Deductive Semantic Brokering System
746

Emergence of Immune Memory and Tolerance in an Asymmetric Idiotype Network
65
Mutual Repairing System Using ImmunityBased Diagnostic Mobile Agent
72
A Network Selfrepair by Spatial Strategies in Spatial Prisoners Dilemma
79
A Critical Phenomenon in a Selfrepair Network by Mutual Copying
86
A Worm Filter Based on the Number of Unacknowledged Requests
93
Comparison of Wavenet and Neuralnet for System Modeling
100
Modelling of Neuronal Growth with Synapse Formation for Use in 3D Neurone Networks
108
A Hybrid Decision Tree Artificial Neural Networks Ensemble Approach for Kidney Transplantation Outcomes Prediction
116
Performance Comparison for MLP Networks Using Various Back Propagation Algorithms for Breast Cancer Diagnosis
123
Combining Machine Learned and Heuristic Rules Using GRDR for Detection of Honeycombing in HRCT Lung Images
131
Automatic Detection of Breast Tumours from Ultrasound Images Using the Modified Seed Based Region Growing Technique
138
An Automatic Body ROI Determination for 3D Visualization of a Fetal Ultrasound Volume
145
A Promising Symbiosis for a Medical Diagnostic System
154
Analysis Between Lifestyle Family Medical History and Medical Abnormalities Using Data Mining Method Association Rule Analysis
161
A MovingMass Control System for Spinning Vehicle Based on Neural Networks and Genetic Algorithm
172
TwoDimensional Fitting of Brightness Profiles in Galaxy Images with a Hybrid Algorithm
179
A Hybrid Tabu Search Based Clustering Algorithm
186
Neural Network Based Feedback Scheduling of Multitasking Control Systems
193
An HILS and RCP Based Interworking Scheme for Computational Evaluation of Manipulators and Trajectory Controller
200
Modeling of Nonlinear Static System Via Neural Network Based Intelligent Technology
207
Bayesian Inference Driven Behavior Network Architecture for Avoiding Moving Obstacles
214
Loss Minimization Control of Induction Motor Using GAPSO
222
ContextRestricted RoleOriented Emotion Knowledge Acquisition and Representation
228
User Preference Learning for Multimedia Personalization in Pervasive Computing Environment
236
EmotionBased Smart Recruitment System
243
Evolvable Recommendation System in the Portable Device Based on the Emotion Awareness
251
Emotional Extraction System by Using the Color Combination
258
Research on Individual Recognition System with Writing Pressure Based on Customized Neurotemplate with Gaussian Function
263
ContextAware Evolvable System Framework for Environment Identifying Systems
270
ContextAware Computing Based Adaptable Heart Diseases Diagnosis Algorithm
284
Multiple Sensor Fusion and Motion Control of Snake Robot Based on SoftComputing
291
Human Face Detection Using Skin Color Context Awareness and ContextBased Bayesian Classifiers
298
Adaptive Gabor Wavelet for Efficient Object Recognition
308
An Evolvable Hardware System Under Uneven Environment
319
An Efficient Face Location Using Integrated Feature Space
327
Fuzzy Predictive Preferential Dropping for Active Queue Management
336
A Fuzzy Method for Measuring Efficiency Under Fuzzy Environment
343
Anytime Iterative Optimal Control Using Fuzzy Feedback Scheduler
350
A Coupled Fuzzy Logic Control for Routers Queue Management over TCPAQM Networks
357
Iris Pattern Recognition Using Fuzzy LDA Method
364
Precision Tracking Basedon Fuzzy Reasoning Segmentation in Cluttered Image Sequences
371
Fuzzy Lowpass Filtering
378
Fuzzy Logic Based Intelligent Tool for Databases
386
Modelling from Knowledge Versus Modelling from Rules Using UML
393
Meeting the Need for Knowledge Management in Schools with KnowledgeBased Systems A Case Study
403
Aspects of Consideration When Designing Educational Knowledge Based Hypermedia Systems
410
Evaluating the Functioning of Rules in a Knowledge Based System
416
Knowledge Management for Robot Activities in a Real World Context A Case for Task Pattern Analysis TAPAS
422
Temporal Knowledge Representation and Reasoning Model for Temporally Rich Domains
430
Logics for Specifying Verifying and Reasoning About Reciprocal Relationships
437
A New Paradigm Vertical Handoff Algorithm in CDMAWLAN Integrated Networks
446
Efficient Revocation of Security Capability in Certificateless Public Key Cryptography
453
in Ubiquitous Computing Environment A Focus on Context Aware Environment Applied in Intelligent Technology
460
Optimal Operation for Cogenerating System of Microgrid Network
464
An Efficient and Secured Media Access Mechanism Using the Intelligent Coordinator in LowRate WPAN Environment
470
PilotSymbol Aided SFBCOFDM Channel Estimation for Intelligent Multimedia Service
477
Cryptographic Protocol Design Concept with Genetic Algorithms
483
An Efficient Backoff Scheme for IEEE 80211e EDCF Differential Service
490
Some Properties of Grounding Modal Conjunctions in Artificial Cognitive Agents
500
Multiagent System for Web Advertising
507
A Mobile Agent Approach to Intrusion Detection in Network Systems
514
Nontextual Document Ranking Using Crawler Information and Web Usage Mining
520
A Propagation Strategy Implemented in Communicative Environment
527
Using Recommendation to Improve Negotiations in AgentBased Systems
534
Fault Diagnosis of Discrete Event Systems Using Place Invariants
541
A RobustFragile Dual Watermarking System in the DCT Domain
548
A Data Hiding Scheme to Reconstruct Missing Blocks for JPEG Image Transmission
554
Adaptive Selection of Coefficients Portions in the Transform Domain Watermarking
560
Copyright Authentication Enhancement of Digital Watermarking Based on Intelligent Human Visual System Scheme
567
Image Retrieval Based on a Multipurpose Watermarking Scheme
573
Compressed Domain Video Watermarking in Motion Vector
580
Analysis of QuantizationBased Audio Watermarking in DAAD Conversions
587
A Lossless Watermarking Technique for Halftone Images
593
Implementation of Current Mode FuzzyTuning PI Control of Single Phase UPS Inverter Using DSP
600
KnowledgeBased Fuzzy Control of PilotScale SBR for Wastewater Treatment
608
Finely Tuned Cascaded Fuzzy Controllers with VHDL A Case Study for Linerization of VI Characteristics of a Convertor
615
Control System for Optimal Flight Trajectories for Terrain Collision Avoidance
622
Optimal Remediation Design in Groundwater Systems by Intelligent Techniques
628
Choquet IntegralBased Decision Making Approach for Robot Selection
635
Fuzzy Logic and Neurofuzzy Modelling of Diesel Spray Penetration
642
Integrating Architecture of Digital Library and eLearning Based on Intelligent Agent
651
A Pedagogical Overview on eLearning
658
Modeling Understanding Level of Learner in Collaborative Learning Using Bayesian Network
665
Dynamic Generation of Diagrams for Supporting Solving Process of Mathematical Exercises
673
Information TechnologyBased Educational Software Framework
681
A WebBased Information Communication Ethics Education System for the Gifted Elementary School Students in Computer
688
Simple and Effective TopDown Query Answering
753
Specifying Distributed Authorization with Delegation Using Logic Programming
761
The Design and Implementation of SAMIR
768
Intelligent Data Analysis Decision Making and Modelling Adaptive Financial Systems Using Hierarchical Neural Networks
775
Electricity Load Prediction Using Hierarchical Fuzzy Logic Systems
782
A Medical Advisory System
789
Towards Adaptive Clustering in Selfmonitoring Multiagent Networks
796
Shared Learning Vector Quantization in a New Agent Architecture for Intelligent Deliberation
806
Patterns for Agent Oriented eBidding Practices
814
Innovations in Intelligent Agents
821
New Directions
825
Agent Technology for Coordinating UAV Target Tracking
831
Cognitive Hybrid Reasoning Intelligent Agent System
838
A BeliefDesireIntention Model of Confidence in an Agents Intentions
844
Reasoning About Time in a BDI Architecture
851
A Delegation Model for Designing Collaborative Multiagent Systems
858
An Interactive Visual Model for Web Ontologies
866
RDFBased Ontology View for Relational Schema Mediation in Semantic Web
873
Essentialized Conceptual Structures in Ontology Modeling
880
Intelligent Search with Customized Results
887
Improving Search on WWWHR Web Directory by Introducing Ontologies
894
Designing a Tool for Configuring an Intelligent and Flexible WebBased System
901
LocationSensitive Tour Guide Services Using the Semantic Web
908
Semantic Discovery of Web Services
915
Making Sense of Ubiquitous Data Streams A Fuzzy Logic Approach
922
Clustering Categorical Streams Using Attribute Selection
929
Extraction of GeneProtein Interaction from Text Documents with Relation Kernel
936
Combining an OrderSemisensitive Text Similarity and Closest Fit Approach to Textual Missing Values in Knowledge Discovery
943
Support for InternetBased Commonsense Processing Causal Knowledge Discovery Using Japanese If Forms
950
An Adaptive Forecasting Method for Data Streams
957
Finding Closed Itemsets in Data Streams
964
An Efficient Schema Matching Algorithm
972
A Divisive Ordering Algorithm for Mapping Categorical Data to Numeric Data
979
A Mutual Influence Algorithm for Multiple Concurrent Negotiations A Game Theoretical Analysis
986
Vulnerability Evaluation Tools of Matching Algorithm and Integrity Verification in Fingerprint Recognition
993
Algorithms for CTL System Modification
1000
A Robust Approach for Improving Computational Efficiency of OrderPicking Problems
1007
An Efficient MDS Algorithm for the Analysis of Massive Document Collections
1015
SE33Intelligent IDBased Threshold System by an Encryption and Decryption from Bilinear Pairing
1022
Development of an Intelligent Information Security Evaluation Indices System for an Enterprise Organization
1029
A Study on the Centralized Database of the Multiagents Based Integrated Security Management System for Managing Heterogeneous Firewalls
1036
Adaptive Modulation and Coding Scheme for Wireless Mobile Communication System
1043
Performance Analysis of a Antenna Array System Using a New Beamforming Algorithm in the CDMA2000 IX Wireless Communication
1050
Intelligent Tool for Enterprise Vulnerability Assessment on a Distributed Network Environment Using Nessus and OVAL
1056
Design and Implementation of SMS Security System for Wireless Environment
1062
Intelligent Method for Building Security Countermeasures by Applying Dr TH Kims Block Model
1069
Print and Generation Copy Image Watermarking Based on Spread Spectrum Technique
1076
Audio CoFIP Contents Fingerprinting Robust Against Collusion Attack
1083
A Low Cost and Efficient Sign Language Video Transmission System
1090
A New Watermark Surviving After Reshooting the Images Displayed on a Screen
1099
Semifragile Watermarking Based on Zernike Moments and Integer Wavelet Transform
1108
Shadow Watermark Extraction System
1115
Development of Nearly Lossless Embedding Technology of Contactless Sensible Watermarks for Audio Signals
1122
SVGBased Countermeasure to Geometric Attack
1129
Watermarking Protocol Compatible with Secret Algorithms for Resisting Invertibility Attack
1134
System Architecture Analysis of a Hybrid Watermarking Method
1145
Audio Secret Sharing for 1Bit Audio
1152
Watermarking with Association Rules Alignment
1159
A Reversible Watermark Scheme Combined with Hash Function and Lossless Compression
1168
Improved Method of Spread Spectrum Watermarking Techniques Using PixelCorrelations
1175
Apply Semifragile Watermarking to Authentication of Compressed Video Data
1183
An Approach of Multilevel Semantics Abstraction
1190
Effective Video Scene Detection Approach Based on Cinematic Rules
1197
3DWT Based Motion Suppression for Video Shot Boundary Detection
1204
Neural Network Based Image Retrieval with Multiple Instance Leaning Techniques
1210
Shot Type Classification in Sports Video Using Fuzzy Information Granular
1217
Method for Searching Similar Images Using Quality Index Measurement
1224
Edge ProjectionBased Image Registration
1231
Automated Information Mining on Multimedia TV News Archives
1238
An Emergency Model of Home Network Environment Based on Genetic Algorithm
1245
A Distributed Backup Agent Based on Grid Computing Architecture
1252
A Dynamic Supervising Model Based on Grid Environment
1258
An Intelligent Extracting Web Content Agent on the Internet
1265
A Rendering System for Image Extraction from Music and Dance
1272
Trend of Fuzzy Multivariant Analysis in Management Engineering
1283
Kansei Engineering for Comfortable Space Management
1291
Fuzzy Logic Experience Model in Human Resource Management
1298
Development of Business Rule Engine and Builder for Manufacture Process Productivity
1305
Automatic Detection of Failure Patterns Using Data Mining
1312
Logic Frameworks for Components Integration Process
1317
Automatic Classification Using Decision Tree and Support Vector Machine
1325
Opportunity Tree Framework Design for Quality and Delivery of Software Product
1331
A Study of Attribute Selection and Construction
1338
Learning Method for Automatic Acquisition of Translation Knowledge
1347
Author Index
1355
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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.