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Knowledge-Based and Intelligent Information and Engineering Systems: 14th International Conference, KES 2010, Cardiff, UK, September 8-10, 2010, Proceedings, Part I

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th The 14 International Conference on Knowledge-Based and Intelligent Information and Engineering Systems was held during September 8–10, 2010 in Cardiff, UK. The conference was organized by the School of Engineering at Cardiff University, UK and KES International. KES2010 provided an international scientific forum for the presentation of the - sults of high-quality research on a broad range of intelligent systems topics. The c- ference attracted over 360 submissions from 42 countries and 6 continents: Argentina, Australia, Belgium, Brazil, Bulgaria, Canada, Chile, China, Croatia, Czech Republic, Denmark, Finland, France, Germany, Greece, Hong Kong ROC, Hungary, India, Iran, Ireland, Israel, Italy, Japan, Korea, Malaysia, Mexico, The Netherlands, New Zealand, Pakistan, Poland, Romania, Singapore, Slovenia, Spain, Sweden, Syria, Taiwan, - nisia, Turkey, UK, USA and Vietnam. The conference consisted of 6 keynote talks, 11 general tracks and 29 invited s- sions and workshops, on the applications and theory of intelligent systems and related areas. The distinguished keynote speakers were Christopher Bishop, UK, Nikola - sabov, New Zealand, Saeid Nahavandi, Australia, Tetsuo Sawaragi, Japan, Yuzuru Tanaka, Japan and Roger Whitaker, UK. Over 240 oral and poster presentations provided excellent opportunities for the presentation of interesting new research results and discussion about them, leading to knowledge transfer and generation of new ideas. Extended versions of selected papers were considered for publication in the Int- national Journal of Knowledge-Based and Intelligent Engineering Systems, Engine- ing Applications of Artificial Intelligence, Journal of Intelligent Manufacturing, and Neural Computing and Applications.

Author(s): Nikola Kasabov (auth.), Rossitza Setchi, Ivan Jordanov, Robert J. Howlett, Lakhmi C. Jain (eds.)
Series: Lecture Notes in Computer Science 6276 : Lecture Notes in Artificial Intelligence
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2010

Language: English
Pages: 679
Tags: Artificial Intelligence (incl. Robotics); Information Systems Applications (incl.Internet); Computer Communication Networks; Information Storage and Retrieval; Pattern Recognition; Database Management

Front Matter....Pages -
Evolving Integrative Brain-, Gene-, and Quantum Inspired Systems for Computational Intelligence and Knowledge Engineering....Pages 1-1
A Semiotic View of Social Intelligence for Realizing Human-Machine Symbiotic Systems....Pages 2-2
Embracing Uncertainty: The New Machine Intelligence....Pages 3-3
Exploiting Social Structures and Social Networks....Pages 4-4
Knowledge Visualization for Engineered Systems....Pages 5-13
Proximity-Based Federation of Smart Objects: Liberating Ubiquitous Computing from Stereotyped Application Scenarios....Pages 14-30
A Neural Network Model to Develop Urban Acupuncture....Pages 31-40
Discovering Process Models with Genetic Algorithms Using Sampling....Pages 41-50
A Multi-Objective Evolutionary Approach for the Antenna Positioning Problem....Pages 51-60
CLONAL-GP Framework for Artificial Immune System Inspired Genetic Programming for Classification....Pages 61-68
Solving Industrial Based Job-Shop Scheduling Problem by Distributed Micro-Genetic Algorithm with Local Search....Pages 69-79
Data Mining via Rules Extracted from GMDH: An Application to Predict Churn in Bank Credit Cards....Pages 80-89
Sensitivity Analysis and Automatic Calibration of a Rainfall-Runoff Model Using Multi-objectives....Pages 90-99
University Course Timetabling Using ACO: A Case Study on Laboratory Exercises....Pages 100-110
Nonparametric Statistical Analysis of Machine Learning Algorithms for Regression Problems....Pages 111-120
Adaptive Learning of Nominal Concepts for Supervised Classification....Pages 121-130
A Novel Approach of Process Mining with Event Graph....Pages 131-140
A Classification Algorithm for Process Sequences Based on Markov Chains and Bayesian Networks....Pages 141-147
Coaching to Enhance the Online Behavior Learning of a Robotic Agent....Pages 148-157
Cooperation of AGVs’ Head-on Collision Avoidance by Knowledge Exchange in Autonomous Decentralized FMS....Pages 158-167
A Log Analyzer Agent for Intrusion Detection in a Multi-Agent System....Pages 168-177
A Proof System for Time-Dependent Multi-agents....Pages 178-187
Toward Emotional E-Commerce: Formalizing Agents for a Simple Negotiation Protocol....Pages 188-197
Distributed Ant Colony Clustering Using Mobile Agents and Its Effects....Pages 198-208
Monitoring a Multi-Agent System Evolution through Iterative Development....Pages 209-219
An Agent for Ecological Deliberation....Pages 220-229
A Framework to Compute Inference Rules Valid in Agents’ Temporal Logics....Pages 230-239
Statecharts-Based JADE Agents and Tools for Engineering Multi-Agent Systems....Pages 240-250
Telco Agent: Enabler of Paradigm Shift towards Customer-Managed Relationship....Pages 251-260
Multi-attribute Auction Model for Agent-Based Content Trading in Telecom Markets....Pages 261-270
Applying Possibility and Belief Operators to Conditional Statements....Pages 271-280
A Computer Adaptive Testing Method for Intelligent Tutoring Systems....Pages 281-289
Combining Patient Metadata Extraction and Automatic Image Parsing for the Generation of an Anatomic Atlas....Pages 290-299
Parallel Processing with CUDA in Ceramic Tiles Classification....Pages 300-310
Signal Receiving and Processing Platform of the Experimental Passive Radar for Intelligent Surveillance System Using Software Defined Radio Approach....Pages 311-320
Automated Anticounterfeiting Inspection Methods for Rigid Films Based on Infrared and Ultraviolet Pigments and Supervised Image Segmentation and Classification....Pages 321-330
Vowel Recognition by Using the Combination of Haar Wavelet and Neural Network....Pages 331-339
Bayesian Classification Using DCT Features for Brain Tumor Detection....Pages 340-349
A New Strategy of Adaptive Nonlinear Echo Cancelling Volterra-Wiener Filter Structure Selection....Pages 350-359
Intelligent System for Commercial Block Recognition Using Audio Signal Only....Pages 360-368
Viewpoint Insensitive Actions Recognition Using Hidden Conditional Random Fields....Pages 369-378
Fuzzy Hyper-Prototype Clustering....Pages 379-389
Clustering Using Difference Criterion of Distortion Ratios....Pages 390-399
Computer-Generated Conversation Based on Newspaper Headline Interpretation....Pages 400-409
Using Regression Analysis to Identify Patterns of Non-Technical Losses on Power Utilities....Pages 410-419
Enhancing the Symbolic Aggregate Approximation Method Using Updated Lookup Tables....Pages 420-431
Which XML Storage for Knowledge and Ontology Systems?....Pages 432-441
Finding Temporal Patterns Using Constraints on (Partial) Absence, Presence and Duration....Pages 442-451
Clustering Based on Kolmogorov Information....Pages 452-460
Rule Extraction from Support Vector Machine Using Modified Active Learning Based Approach: An Application to CRM....Pages 461-470
Factorizing Three-Way Binary Data with Triadic Formal Concepts....Pages 471-480
Application of Ontological Engineering in Customs Domain....Pages 481-490
Classification and Prediction of Academic Talent Using Data Mining Techniques....Pages 491-500
Test-Cost Sensitive Classification on Data with Missing Values in the Limited Time....Pages 501-510
Modified K-Means Clustering for Travel Time Prediction Based on Historical Traffic Data....Pages 511-521
An Ontology–Based Approach for Autonomous Systems’ Description and Engineering....Pages 522-531
Search Space Reduction for an Efficient Handling of Empty Answers in Database Flexible Querying....Pages 532-543
Using Association Rules to Discover Color-Emotion Relationships Based on Social Tagging....Pages 544-553
A Conceptual Framework for Role-Based Knowledge Profiling Using Semiotics Approach....Pages 554-565
Using Biased Discriminant Analysis for Email Filtering....Pages 566-575
Use of Geospatial Analyses for Semantic Reasoning....Pages 576-586
Computer-Based Dietary Menu Planning: How to Support It by Complex Knowledge?....Pages 587-596
Flexible Semantic Querying of Clinical Archetypes....Pages 597-606
A Formal Domain Model for Dietary and Physical Activity Counseling....Pages 607-616
An Ontology Based Approach to Measuring the Semantic Similarity between Information Objects in Personal Information Collections....Pages 617-626
Ontology Based Graphical Query Language Supporting Recursion....Pages 627-638
Using Concept Maps to Improve Proactive Information Delivery in TaskNavigator....Pages 639-648
A Vocabulary Building Mechanism Based on Lexical Semantics for Querying the Semantic Web....Pages 649-659
Designing a Knowledge Mapping Tool for Knowledge Workers....Pages 660-669
Back Matter....Pages -