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

✍ Scribed by Patricia S. Crowther, Robert J. Cox (auth.), Rajiv Khosla, Robert J. Howlett, Lakhmi C. Jain (eds.)

• Publisher: Springer-Verlag Berlin Heidelberg
• Year: 2005
• Tongue: English
• Leaves: 1009
• Series: Lecture Notes in Computer Science 3684 Lecture Notes in Artificial Intelligence
• Edition: 1
• Category: Library

✦ Synopsis

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.

✦ Table of Contents

Front Matter....Pages -
A Method for Optimal Division of Data Sets for Use in Neural Networks....Pages 1-7
Excluding Fitness Helps Improve Robustness of Evolutionary Algorithms....Pages 8-14
Testing Voice Mimicry with the YOHO Speaker Verification Corpus....Pages 15-21
Image Multi-noise Removal via Lévy Process Analysis....Pages 22-28
Evaluating the Size of the SOAP for Integration in B2B....Pages 29-34
Personalised Search on Electronic Information....Pages 35-41
Data Mining Coupled Conceptual Spaces for Intelligent Agents in Data-Rich Environments....Pages 42-48
An Evolutionary Algorithm for Constrained Bi-objective Optimization Using Radial Slots....Pages 49-56
An Optimization Approach for Feature Selection in an Electric Billing Database....Pages 57-63
Integrating Relation and Keyword Matching in Information Retrieval....Pages 64-73
Production Testing of Spark Plugs Using a Neural Network....Pages 74-80
Variable Neighborhood Search with Permutation Distance for QAP....Pages 81-88
Using Rough Set to Induce Comparative Knowledge and Its Use in SARS Data....Pages 89-93
Mining Class Association Rules with Artificial Immune System....Pages 94-100
Discovering Fuzzy Association Rules with Interest and Conviction Measures....Pages 101-107
Automatic Generation of Operation Manuals Through Work Motion Observation....Pages 108-114
A Method of Controlling Household Electrical Appliance by Hand Motion in LonWorks....Pages 115-123
Contribution of Biological Studies to the Understanding and Modeling of Skilled Performance: Some Examples....Pages 124-128
Measurement of Human Concentration with Multiple Cameras....Pages 129-135
Constructive Induction-Based Clustering Method for Ubiquitous Computing Environments....Pages 136-142
Indoor Location Determination Using a Topological Model....Pages 143-149
Lightweight Agent Framework for Camera Array Applications....Pages 150-156
The Location of Optimum Set-Point Using a Fuzzy Controller....Pages 157-163
Genetic Modeling: Solution to Channel Assignment Problem....Pages 164-169
On Self-organising Diagnostics in Impact Sensing Networks....Pages 170-178
A Coevolutionary Algorithm with Spieces as Varying Contexts....Pages 179-185
Hybrid Filter Fusion for Robust Visual Information Processing....Pages 186-194
Edge Detection in Digital Image Using Variable Template Operator....Pages 195-200
Combining Demographic Data with Collaborative Filtering for Automatic Music Recommendation....Pages 201-207
Different Perspectives on Modeling Workflows in an Agent Based Workflow Management System....Pages 208-214
An Agent-Enhanced Workflow Management System....Pages 215-220
Knowledge Sharing Between Design and Manufacture....Pages 221-227
Toward Improvement-Oriented Reuse of Experience in Engineering Design Processes....Pages 228-234
A Hybrid Approach to Determining the Best Combination on Product Form Design....Pages 235-241
Utilizing Active Software to Capture Tacit Knowledge for Strategic Use....Pages 242-248
A Bandwidth Efficiency of Lempel-Ziv Scheme for Data Authentication....Pages 249-256
Research on Confidential Level Extended BLP Model....Pages 257-262
Secure Tamper Localization in Binary Document Image Authentication....Pages 263-271
A Seal Imprint Verification with Rotation Invariance....Pages 272-280
Robust Authenticated Encryption Scheme with Message Linkages....Pages 281-288
BPCS-Steganography – Principle and Applications....Pages 289-299
Improved Video Watermark Detection Using Statistically-Adaptive Accumulation....Pages 300-308
Comparison of Feature Extraction Techniques for Watermark Synchronization....Pages 309-316
Reversible Watermarking Based on Improved Patchwork Algorithm and Symmetric Modulo Operation....Pages 317-323
Spatial Knowledge-Based Applications and Technologies: Research Issues....Pages 324-328
Managing Spatial Knowledge for Mobile Personalized Applications....Pages 329-335
Geospatial Clustering in Data-Rich Environments: Features and Issues....Pages 336-342
Spatio-temporal Modeling of Moving Objects for Content- and Semantic-Based Retrieval in Video Data....Pages 343-351
Calendars and Topologies as Types....Pages 352-358
Moving Object Detection in Dynamic Environment....Pages 359-365
A General Framework Based on Dynamic Constraints for the Enrichment of a Topological Theory of Spatial Simulation....Pages 366-373
Automatic Geomorphometric Analysis for Digital Elevation Models....Pages 374-381
The Study of Electromagnetism-Like Mechanism Based Fuzzy Neural Network for Learning Fuzzy If-Then Rules....Pages 382-388
Statistical Data Analysis for Software Metrics Validation....Pages 389-395
A Multi-stage Fuzzy-Grey Approach to Analyzing Software Development Cost....Pages 396-402
A Two-Phased Ontology Selection Approach for Semantic Web....Pages 403-409
A Method for Acquiring Fingerprint by Linear Sensor....Pages 410-416
Evaluation and NLP....Pages 417-422
A Handwriting Tool to Support Creative Activities....Pages 423-429
Natural Storage in Human Body....Pages 430-436
Computerized Support for Idea Generation During Knowledge Creating Process....Pages 437-443
Awareness in Group Decision: Communication Channel and GDSS....Pages 444-450
Aware Group Home: Person-Centered Care as Creative Problem Solving....Pages 451-457
COLLECT-UML: Supporting Individual and Collaborative Learning of UML Class Diagrams in a Constraint-Based Intelligent Tutoring System....Pages 458-464
Using Affective Leaner States to Enhance Learning....Pages 465-471
Three Foraging Models Comprised of Ants with Different Pheromone Sensitivities....Pages 472-479
Emerging of an Object Shape Information Caused by Signal-Transmission Relay of Multi-robots....Pages 480-486
Autonomous Synchronization Scheme Access Control for Sensor Network....Pages 487-495
Supporting Design for Manufacture Through Neutral Files and Feature Recognition....Pages 496-502
A Programmable Pipelined Queue for Approximate String Matching....Pages 503-508
A Framework for Mining Association Rules....Pages 509-517
Near-Optimal Fuzzy Systems Using Polar Clustering: Application to Control of Vision-Based Arm-Robot....Pages 518-524
Door Traversing for a Vision-Based Mobile Robot Using PCA....Pages 525-531
Local Feature Analysis with Class Information....Pages 532-541
Training of Feature Extractor via New Cluster Validity – Application to Adaptive Facial Expression Recognition....Pages 542-548
Adaptive Fuzzy Output-Feedback Controller for SISO Affine Nonlinear Systems Without State Observer....Pages 549-558
High-Speed Extraction Model of Interest Region in the Parcel Image of Large Size....Pages 559-565
Using Interval Singleton Type 2 Fuzzy Logic System in Corrupted Time Series Modelling....Pages 566-572
Defining and Detecting Emergence in Complex Networks....Pages 573-580
Annealing Sensor Networks....Pages 581-586
Measuring Global Behaviour of Multi-agent Systems from Pair-Wise Mutual Information....Pages 587-594
In Use Parameter Estimation of Inertial Sensors by Detecting Multilevel Quasi-static States....Pages 595-601
Self-restructuring Peer-to-Peer Network for e-Learning....Pages 602-605
An Improvement Approach for Word Tendency Using Decision Tree....Pages 606-611
A New Technique of Determining Speaker’s Intention for Sentences in Conversation....Pages 612-618
New Approach for Speeding-up Technique of the Retrieval Using Dynamic Full-Text Search Algorithm....Pages 619-625
Dafo, a Multi-agent Framework for Decomposable Functions Optimization....Pages 626-632
Parameter Space Exploration of Agent-Based Models....Pages 633-639
Efficient Pre-processing for Large Window-Based Modular Exponentiation Using Ant Colony....Pages 640-646
COSATS, X-COSATS: Two Multi-agent Systems Cooperating Simulated Annealing, Tabu Search and X-Over Operator for the K-Graph Partitioning Problem....Pages 647-653
Building Hyper-heuristics Through Ant Colony Optimization for the 2D Bin Packing Problem....Pages 654-660
Real-Time Co-composing System Using Multi-aspects....Pages 661-667
Empirical Study on Usefulness of Algorithm SACwRApper for Reputation Extraction from the WWW....Pages 668-674
New Logical Classes of Plausibility Functions in Dempster-Shafer Theory of Evidence....Pages 675-681
Person Tracking with Infrared Sensors....Pages 682-688
Entropy Criterion for Classifier-Independent Feature Selection....Pages 689-695
Finding and Auto-labeling of Task Groups on E-Mails and Documents....Pages 696-702
Person Recognition by Pressure Sensors....Pages 703-708
Extraction and Revision of Signboard Images for Recognition of Character Strings....Pages 709-715
Model Selection and Weight Sharing of Multi-layer Perceptrons....Pages 716-722
Detecting Search Engine Spam from a Trackback Network in Blogspace....Pages 723-729
Analysis for Adaptability of Policy-Improving System with a Mixture Model of Bayesian Networks to Dynamic Environments....Pages 730-737
Parallel Stochastic Optimization for Humanoid Locomotion Based on Neural Rhythm Generator....Pages 738-744
Visualizing Dynamics of the Hot Topics Using Sequence-Based Self-organizing Maps....Pages 745-751
Intelligent Consumer Purchase Intention Prediction System for Green Products....Pages 752-757
Reverse-Query Mechanism for Contents Delivery Management in Distributed Agent Network....Pages 758-764
A My Page Service Realizing Method by Using Market Expectation Engine....Pages 765-771
Multi-agent Modeling of Peer to Peer Communication with Scale-Free and Small-World Properties....Pages 772-778
A Case-Oriented Game for Business Learning....Pages 779-784
Learning Value-Added Information of Asset Management from Analyst Reports Through Text Mining....Pages 785-791
HHM-Based Risk Management for Business Gaming....Pages 792-798
An Efficient Method for Creating Requirement Specification of Plant Control Software Using Domain Model....Pages 799-805
The Study and Application of Crime Emergency Ontology Event Model....Pages 806-812
From Links to Meaning: A Burglary Data Case Study....Pages 813-822
A Methodology for Constructing Decision Support Systems for Crime Detection....Pages 823-829
AASLMA: An Automated Argument System Based on Logic of Multiple-Valued Argumentation....Pages 830-838
Trust and Information-Taking Behavior in the Web Community....Pages 839-847
Robust Intelligent Tuning of PID Controller for Multivarlable System Using Clonal Selection and Fuzzy Logic....Pages 848-853
Intelligent Control of AVR System Using GA-BF....Pages 854-859
Fault Diagnosis of Induction Motor Using Linear Discriminant Analysis....Pages 860-865
Classifier Fusion to Predict Breast Cancer Tumors Based on Microarray Gene Expression Data....Pages 866-874
An Efficient Face Detection Method in Color Images....Pages 875-880
A Robust and Invisible Watermarking of 3D Triangle Meshes....Pages 881-888
Advances of MPEG Scalable Video Coding Standard....Pages 889-895
Extended Fuzzy Description Logic ALCN....Pages 896-902
Automated Operator Selection on Genetic Algorithms....Pages 903-909
Weak Key Analysis and Micro-controller Implementation of CA Stream Ciphers....Pages 910-915
Back Matter....Pages -

✦ Subjects

Artificial Intelligence (incl. Robotics); Information Storage and Retrieval; Information Systems Applications (incl.Internet); Computer Appl. in Administrative Data Processing; Computers and Society; Management of Computing and Informati