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

✍ Scribed by Gloria Phillips-Wren (auth.), Ignac Lovrek, Robert J. Howlett, Lakhmi C. Jain (eds.)

• Publisher: Springer-Verlag Berlin Heidelberg
• Year: 2008
• Tongue: English
• Leaves: 836
• Series: Lecture Notes in Computer Science 5177 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 first volume are artificial neural networks and connectionists systems; fuzzy and neuro-fuzzy systems; evolutionary computation; machine learning and classical AI; agent systems; knowledge based and expert systems; intelligent vision and image processing; knowledge management, ontologies, and data mining; Web intelligence, text and multimedia mining and retrieval; and intelligent robotics and control.

✦ Table of Contents

Front Matter....Pages -
Assisting Human Decision Making with Intelligent Technologies....Pages 1-10
Driven by Compression Progress....Pages 11-11
Evolvable Hardware Architectures and Their Role in Fault Tolerant Computational Systems....Pages 12-12
Legal Issues for Military Intelligent Decision-Making Technologies....Pages 13-13
New Topics from Recent Interactive Evolutionary Computation Researches....Pages 14-14
Virtual Humans: From Researcher’s Fascination to Mass-Market Technology....Pages 15-15
How Many Clusters Are There? – An Essay on the Basic Notions of Clustering....Pages 16-16
An Intelligent Traffic Light Control Based on Extension Neural Network....Pages 17-24
Design of an Auto-associative Neural Network by Using Design of Experiments Approach....Pages 25-32
A New Implementation for High Speed Normalized Neural Networks in Frequency Space....Pages 33-40
A New SOM Initialization Algorithm for Nonvectorial Data....Pages 41-48
Accelerated Gradient Learning Algorithm for Neural Network Weights Update....Pages 49-56
Neural Model-Based Segmentation of Image Motion....Pages 57-64
Classification on Soft Labels Is Robust against Label Noise....Pages 65-73
Prediction of the Collapse Index by a Mamdani Fuzzy Inference System....Pages 74-81
A Cross-Entropy Based Population Learning Algorithm for Discrete-Continuous Scheduling with Continuous Resource Discretisation....Pages 82-89
Improving the Responsiveness of NSGA-II in Dynamic Environments Using an Adaptive Mutation Operator – A Case Study....Pages 90-97
Structural Analysis of Promoter Sequences Using Grammar Inference and Support Vector Machine....Pages 98-105
A Metric to Discriminate the Selection of Algorithms for the General ATSP Problem....Pages 106-113
Classification Method Utilizing Reliably Labeled Data....Pages 114-122
A Manifolded AdaBoost for Face Recognition....Pages 123-130
On Lipschitz Embeddings of Graphs....Pages 131-140
An Experiment on Human Face Recognition Performance for Access Control....Pages 141-148
A First Step towards Argument Mining and Its Use in Arguing Agents and ITS....Pages 149-157
Optimizing Service Distributions Using a Genetic Algorithm....Pages 158-165
Agent-Based User Personalization Using Context-Aware Semantic Reasoning....Pages 166-173
Performance Evaluation of a Mobile Agent Network Using Network Calculus....Pages 174-181
Using Generalized Learning Automata for State Space Aggregation in MAS....Pages 182-193
Recommendation of Multimedia Objects Based on Similarity of Ontologies....Pages 194-201
Toward Emotional E-Commerce: The Customer Agent....Pages 202-209
A Method for Integration of WordNet-Based Ontologies Using Distance Measures....Pages 210-219
The Multiagent System for Channel Selection and Topology Control on 802.11 Based Mesh Networks....Pages 220-228
EasyLife: A Location-Aware Service Oriented Mobile Information System....Pages 229-236
A New Concept of Trust Modeling and Management in Complex Networks....Pages 237-244
Extending Intelligent Tutoring Systems to Mobile Devices....Pages 245-252
Integration of Knowledge in Disjunctive Structure on Semantic Level....Pages 253-261
Three Parameters Refinement for Distributed 3D-Image Rendering....Pages 262-269
CBR to Explain Medical Model Exceptions....Pages 270-277
Reasoning for Incomplete Authorizations....Pages 278-285
A Place Judgment System Based on an Association Mechanism for Natural Language Interaction....Pages 286-293
Knowledge Maturity Based on Processing and Creation of Information....Pages 294-303
On Attaining Higher Level of Certainty in Evaluation Processes....Pages 304-311
A User Interface for the User-Centred Knowledge Model, t-UCK....Pages 312-321
Focus Support Interface Based on Collaborative Learning Activity....Pages 322-329
Grammar-Based Argument Construction....Pages 330-340
Towards the Knowledge Capitalisation and Organisation in the Model of Conformity-Checking Process in Construction....Pages 341-348
A Web-Based Customer Support Knowledge Base System....Pages 349-361
Incremental Determinization of Finite Automata in Model-Based Diagnosis of Active Systems....Pages 362-374
A Knowledge Based Approach for Capturing Rich Semantic Representations from Text....Pages 375-383
Ontology-Based Design Pattern Recognition....Pages 384-393
Cognitive Systems for Medical Pattern Understanding and Diagnosis....Pages 394-400
Detection and Analysis of Cell Nuclear Phases....Pages 401-408
Simple Perceptually-Inspired Methods for Blob Extraction....Pages 409-416
A Study on Self Practice Navigation System for the “Kana” Strings....Pages 417-424
A Fuzzy Thresholding Circuit for Image Segmentation....Pages 425-432
A Method for Reading a Resistor by Image Processing Techniques....Pages 433-439
Networked Virtual Marionette Theater....Pages 440-447
A Generic Methodology for Classification of Complex Data Structures in Automotive Industry....Pages 448-455
Uncovering the Deep Web: Transferring Relational Database Content and Metadata to OWL Ontologies....Pages 456-463
Accessing the Distributed Learner Profile in the Semantic Web....Pages 464-472
A New Travel Time Prediction Method for Intelligent Transportation Systems....Pages 473-483
Measuring Sequence Similarity Trough Many-to-Many Frequent Correlations....Pages 484-492
IRPS – An Efficient Test Data Generation Strategy for Pairwise Testing....Pages 493-500
A Procedure Ontology for Advanced Diagnosis of Process Systems....Pages 501-508
Congenital Heart Disease: An Ontology-Based Approach for the Examination of the Cardiovascular System....Pages 509-516
ODDI: Ontology-Driven Data Integration....Pages 517-524
Enhancing Recommendations through a Data Mining Algorithm....Pages 525-532
Using Sense Recognition to Resolve the Problem of Polysemy in Building a Taxonomic Hierarchy....Pages 533-540
A Framework for Context-Awareness in Artificial Systems....Pages 541-548
The Proposal of the Association Response Based on Commonsense in Conversation System....Pages 549-556
Ontological Knowledge Maintenance Methodology....Pages 557-564
A Hybrid Approach for Data Preprocessing in the QSAR Problem....Pages 565-572
Modeling of the Students Scenario on a Learning Course....Pages 573-579
Sensor Network-Based Nonlinear System Identification....Pages 580-587
Automatic Generation of Computer Animation Conveying Impressions of News Articles....Pages 588-597
Data Mining for Navigation Generating System with Unorganized Web Resources....Pages 598-605
Exploring Robustness Enhancements for Logic-Based Passage Filtering....Pages 606-614
Comparing Document Classification Schemes Using K-Means Clustering....Pages 615-624
Describing and Generating Web-Based Affective Human-Agent Interaction....Pages 625-632
Scalable Content-Based Ranking in P2P Information Retrieval....Pages 633-640
A New Algorithm for Community Identification in Linked Data....Pages 641-649
GrasSmart: An Intelligent Robotic System for Continuous Area Coverage....Pages 650-657
Stator Resistance Tuning Based on a Neural Network in an Indirect Rotor Field Oriented Control System of an Induction Motor....Pages 658-665
A Simple Goal Seeking Navigation Method for a Mobile Robot Using Human Sense, Fuzzy Logic and Reinforcement Learning....Pages 666-673
Fuzzy Control of a Real Time Inverted Pendulum System....Pages 674-681
Construction and Evaluation of a Robot Dance System....Pages 682-691
Development and Evaluation of a Centaur Robot....Pages 692-700
Collaboration Options for Small and Medium Size Enterprises....Pages 701-708
Service Robot System Using Personal Attribute and Acquisition Preference Attribute with Networked Robots....Pages 709-716
Self-Protecting Session Initiation Protocol Stack....Pages 717-724
Early Forest Fire Detection with Sensor Networks: Sliding Window Skylines Approach....Pages 725-732
Analysing Flight Data Using Clustering Methods....Pages 733-740
Visual-Based View-Invariant Human Motion Analysis: A Review....Pages 741-748
Generalized Extreme Value for Smooth Component Analysis in Prediction Improvement....Pages 749-756
Context Cookies....Pages 757-764
Smart Environment Vectorization....Pages 765-772
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