Knowledge-Based Intelligent Information and Engineering Systems: 12th International Conference, KES 2008, Zagreb, Croatia, September 3-5, 2008, Proceedings, Part II

✍ Scribed by Mirko Ficko, Joze Balic (auth.), Ignac Lovrek, Robert J. Howlett, Lakhmi C. Jain (eds.)

• Publisher: Springer-Verlag Berlin Heidelberg
• Year: 2008
• Tongue: English
• Leaves: 1078
• Series: Lecture Notes in Computer Science 5178 : Lecture Notes in Artificial Intelligence
• Edition: 1
• Category: Library

✦ Synopsis

The three volume set LNAI 5177, LNAI 5178, and LNAI 5179, constitutes the refereed proceedings of the 12th International Conference on Knowledge-Based Intelligent Information and Engineering Systems, KES 2008, held in Zagreb, Croatia, in September 2008.

The 316 revised papers presented were carefully reviewed and selected. The papers present a wealth of original research results from the field of intelligent information processing in the broadest sense; topics covered in the second volume are artificial intelligence driven engineering design optimization; biomedical informatics: intelligent information management from nanomedicine to public health; communicative intelligence; computational intelligence for image processing and pattern recognition; computational intelligence in human cancer research; computational intelligence techniques for Web personalization; computational intelligent techniques for bioprocess modelling, monitoring and control; intelligent computing for Grid; intelligent security techniques; intelligent utilization of soft computing techniques; reasoning-based intelligent systems: relevant reasoning for discovery and prediction; spatio-temporal database concept support for organizing virtual earth; advanced knowledge-based systems; chance discovery; innovation-oriented knowledge management platform; knowledge-based creativity support systems; knowledge-based interface systems; knowledge-based multi-criteria decision support; and knowledge-based systems for e-business.

✦ Table of Contents

Front Matter....Pages -
Digital Video Watermarking Based on RGB Color Channels and Principal Component Analysis....Pages 125-132
A Watermarking Approach for MIDI File Based on Velocity and Duration Modulation....Pages 133-140
Application of Interactive Genetic Algorithms to Boid Model Based Artificial Fish Schools....Pages 141-148
Classification of High-Resolution Satellite Images Using Supervised Locality Preserving Projections....Pages 149-156
Downsizing Multigenic Predictors of the Response to Preoperative Chemotherapy in Breast Cancer....Pages 157-164
Design of Row-Based Flexible Manufacturing System with Evolutionary Computation....Pages 1-8
Ant Colony System-Based Algorithm for Optimal Multi-stage Planning of Distribution Transformer Sizing....Pages 9-17
On the Evolutionary-Fuzzy Control of WIP in Manufacturing Systems....Pages 18-25
Numerical Study and Optimal Blade Design of a Centrifugal Pump by Evolutionary Algorithms....Pages 26-33
Groundwater Numerical Modeling and Environmental Design Using Artificial Neural Networks and Differential Evolution....Pages 34-41
Using Hierarchical Task Network Planning Techniques to Create Custom Web Search Services over Multiple Biomedical Databases....Pages 42-49
Building an Index of Nanomedical Resources: An Automatic Approach Based on Text Mining....Pages 50-57
Annotation of Colorectal Cancer Data Using the UMLS Metathesaurus....Pages 58-65
A Primer in Knowledge Management for Nanoinformatics in Medicine....Pages 66-72
Towards Natural Head Movement of Autonomous Speaker Agent....Pages 73-80
Automatic Translation in Two Phases: Recognition and Interpretation....Pages 81-88
Representation of Uncertain Knowledge in Probabilistic OLAP Model....Pages 89-96
Local Topology of Social Network Based on Motif Analysis....Pages 97-105
A Semantic Language for Querying Anonymous Web Sources....Pages 106-116
CDNs with Global Adaptive Request Distribution....Pages 117-124
Classification of Sporadic and BRCA1 Ovarian Cancer Based on a Genome-Wide Study of Copy Number Variations....Pages 165-172
Rule-Based Assistance to Brain Tumour Diagnosis Using LR-FIR....Pages 173-180
Are Model-Based Clustering and Neural Clustering Consistent? A Case Study from Bioinformatics....Pages 181-188
Exploratory Characterization of Outliers in a Multi-centre 1 H-MRS Brain Tumour Dataset....Pages 189-196
Feature Selection in in vivo 1 H-MRS Single Voxel Spectra....Pages 197-205
Statistical Assessment of MSigDB Gene Sets in Colon Cancer....Pages 206-213
Stratification of Severity of Illness Indices: A Case Study for Breast Cancer Prognosis....Pages 214-221
Categorization of Web Users by Fuzzy Clustering....Pages 222-229
Fuzzy User Profiling in e-Learning Contexts....Pages 230-237
Personalized Web Search by Constructing Semantic Clusters of User Profiles....Pages 238-247
A Comparison of Different Rating Based Collaborative Filtering Algorithms....Pages 248-256
Application of Agent-Based System for Bioprocess Description and Process Improvement....Pages 257-264
A Dynamic Bayesian Network to Represent a Ripening Process of a Soft Mould Cheese....Pages 265-272
Nonlinear and Neural Networks Based Adaptive Control for a Wastewater Treatment Bioprocess....Pages 273-280
Epileptic Seizure Classification Using Neural Networks with 14 Features....Pages 281-288
Predicting Grid Performance Based on Novel Reduct Algorithm....Pages 289-296
Discussing Redundancy Issues in Intelligent Agent-Based Non-traditional Grids....Pages 297-305
A Uniform Parallel Optimization Method for Knowledge Discovery Grid....Pages 306-312
E-Service Delivery Pattern for Knowledge Discovery Grid....Pages 313-317
Design and Implementation to Intelligent Examination System for e-Business Application Operation....Pages 318-323
Application Study in Decision Support with Fuzzy Cognitive Map....Pages 324-331
Combination Study of Multi Fuzzy Cognitive Map....Pages 332-339
A Hermeneutic Approach to the Notion of Information in IS....Pages 340-345
Access Control Labeling Scheme for Efficient Secure XML Query Processing....Pages 346-353
A Secure Mediator for Integrating Multiple Level Access Control Policies....Pages 354-362
Domain Account Model....Pages 363-370
Impostor Users Discovery Using a Multimodal Biometric Continuous Authentication Fuzzy System....Pages 371-378
A Learning Automata Approach to Multi-agent Policy Gradient Learning....Pages 379-390
Coordinated Exploration in Conflicting Multi-stage Games....Pages 391-402
Incremental Learning Method of Simple-PCA....Pages 403-410
Utilization of Soft Computing Techniques for Making Environmental Games More Exciting –Toward an Effective Utilization of the COMMONS GAME....Pages 411-417
Petri Net-Based Simulation and Analysis of the Software Development Process....Pages 418-425
Learning Grouping and Anti-predator Behaviors for Multi-agent Systems....Pages 426-433
Network Simulations for Relationality Design - An Approach Toward Complex Systems....Pages 434-441
Dynamical Effect on Tick-Wise Price Predictions....Pages 442-449
Time-Series Models of the EEG Wearing Overcorrected Glasses....Pages 450-457
Feature Extraction System for Age Estimation....Pages 458-465
Improving EEG Analysis by Using Paraconsistent Artificial Neural Networks....Pages 466-473
Transitive Reasoning of Before-After Relation Based on Bf-EVALPSN....Pages 474-482
A Conceptual Model for Guiding the Clustering Analysis....Pages 483-490
An Image-Based Integration System for Real-Time Dispatching of Multi-robots....Pages 491-498
A Fast Duplication Checking Algorithm for Forward Reasoning Engines....Pages 499-507
Formal Definition of Relevant Logical Symbol Occurrence....Pages 508-516
Deontic Relevant Logic as the Logical Basis for Representing and Reasoning about Legal Knowledge in Legal Information Systems....Pages 517-525
A General Forward Reasoning Algorithm for Various Logic Systems with Different Formalizations....Pages 526-535
Map-Oriented Regional Information Management for Data Broadcasting Contents....Pages 536-542
Continuous Clustering of Moving Objects in Spatial Networks....Pages 543-550
Index Method for Tracking Network-Constrained Moving Objects....Pages 551-558
Adaptive Routing of Cruising Taxis by Mutual Exchange of Pathways....Pages 559-566
Route Optimization Using Q-Learning for On-Demand Bus Systems....Pages 567-574
Sharing Event Information in Distributed Environment Based on Three-Layered Structure....Pages 575-582
An Introduction to Authorization Conflict Problem in RDF Access Control....Pages 583-592
Improving Text Summarization Using Noun Retrieval Techniques....Pages 593-600
Providing Flexible Queries over Web Databases....Pages 601-606
Fast Cryptographic Privacy Preserving Association Rules Mining on Distributed Homogenous Data Base....Pages 607-616
SD-Core: Generic Semantic Middleware Components for the Semantic Web....Pages 617-622
A Knowledge-Based Approach for Answering Fuzzy Queries over Relational Databases....Pages 623-630
An Algorithm for Discovering Ontology Mappings in P2P Systems....Pages 631-641
Privacy Risks in Trajectory Data Publishing: Reconstructing Private Trajectories from Continuous Properties....Pages 642-649
A Novel Approach for Practical Semantic Web Data Management....Pages 650-655
Distance-Based Classification in OWL Ontologies....Pages 656-661
Kernel Methods for Graphs: A Comprehensive Approach....Pages 662-669
Event-Based Compression and Mining of Data Streams....Pages 670-681
Context Enabled Semantic Granularity....Pages 682-688
Modeling Spatial Relations between Places to Support Geographic Information Retrieval....Pages 689-694
Towards Relational Inconsistent Databases with Functional Dependencies....Pages 695-702
A Bank Run Model in Financial Crises....Pages 703-710
Logic of Discovery and Knowledge: Decision Algorithm....Pages 711-718
Chances, Affordances, Niche Construction....Pages 719-726
Free Association Versus Recognition: Sensitivity for Chance Discovery in Cross-Cultural Color Design....Pages 727-733
A Cross-Cultural Study on Attitudes toward Risk, Safety and Security....Pages 734-741
Insight or Trial and Error: Ambiguous Items as Clue for Discovering New Concepts in Constrained Environments....Pages 742-749
Exceptions as Chance for Computational Chance Discovery....Pages 750-757
Analyzing Behavior of Objective Rule Evaluation Indices Based on a Correlation Coefficient....Pages 758-765
Face Image Annotation Based on Latent Semantic Space and Rules....Pages 766-773
A Spam Filtering Method Learning from Web Browsing Behavior....Pages 774-781
A Method of Graphics Composition Using Differential SVG Documents....Pages 782-789
Externalization Support of Key Phrase Channel in Presentation Preparation....Pages 790-797
X-Web: A Data Model for Managing Personal Contents Based on User Experiences....Pages 798-805
Understanding Creativity-Technique Based Problem Solving Processes....Pages 806-813
Visualisation Tool for Cooperative Relations and Its Verification with a Case Study....Pages 814-822
Participatory Workshop as a Creativity Support System....Pages 823-830
Readable Representations for Large-Scale Bipartite Graphs....Pages 831-838
Evaluation of a Prototype of the Mimamori-care System for Persons with Dementia....Pages 839-846
Aware Group Home Enhanced by RFID Technology....Pages 847-854
A Tabletop Interface Using Controllable Transparency Glass for Collaborative Card-Based Creative Activity....Pages 855-862
Random Display of Hints and Its Effect on Generating Ideas in Brain-Writing Groupware....Pages 863-870
Visual Analysis Tool for Bipartite Networks....Pages 871-878
A Model for Measuring Cognitive Complexity of Software....Pages 879-886
Efficient Tracking with AdaBoost and Particle Filter under Complicated Background....Pages 887-894
Analog VLSI Layout Design and the Circuit Board Manufacturing of Advanced Image Processing for Artificial Vision Model....Pages 895-902
Classification of Local Surface Using Neural Network and Object Rotation of Two Degrees of Freedom....Pages 903-910
Control of Hypothesis Space Using Meta-knowledge in Inductive Learning....Pages 911-918
On Capacity of Memory in Chaotic Neural Networks with Incremental Learning....Pages 919-925
Improved Accuracy by Relearning and Combining Distance Functions....Pages 926-933
Influence of Character Type of Japanese Hiragana on Writer Recognition....Pages 934-941
Learning Algorithm for Study Support in Web Study – Design of Prototype Model....Pages 942-949
Municipal Solid Waste Site Location Using a Fuzzy Logic Approach....Pages 950-957
Fuzzy-Based Call Admission Control Scheme for Mobile Networks....Pages 958-965
Routing Analysis Using Fuzzy Logic Systems in Wireless Sensor Networks....Pages 966-973
Prioritization of Incomplete Fuzzy Preference Relation....Pages 974-979
Fuzzy Multi-criteria Decision Making Based on Fuzzy Preference Relation....Pages 980-985
The Development of the Financial Learning Tool through Business Game....Pages 986-993
A Method for Ensuring Consistency of Software Design Information in Retrospective Computer Validation....Pages 994-1001
Egocentrism Presumption Method with N-Gram for e-Business....Pages 1002-1009
Generating Dual-Directed Recommendation Information from Point-of-Sales Data of a Supermarket....Pages 1010-1017
Extraction of the Project Risk Knowledge on the Basis of a Project Plan....Pages 1018-1025
Real-Valued LCS Using UNDX for Technology Extraction....Pages 1026-1033
Back Matter....Pages -

✦ Subjects

Artificial Intelligence (incl. Robotics); Information Systems Applications (incl.Internet); Data Mining and Knowledge Discovery; Computer Appl. in Administrative Data Processing; Computers and Society; Management of Computing and Informa