Knowledge-Based Intelligent Information and Engineering Systems: 11th International Conference, KES 2007, Vietri sul Mare, Italy, September 12-14, 2007, Proceedings, Part III / Edition 1

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Overview

The three volume set LNAI 4692, LNAI 4693, and LNAI 4694, constitute the refereed proceedings of the 11th International Conference on Knowledge-Based Intelligent Information and Engineering Systems, KES 2007, held in Vietri sul Mare, Italy, September 12-14, 2007.

The 409 revised papers presented were carefully reviewed and selected from about 1203 submissions. 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, hybrid intelligent systems, miscellaneous intelligent algorithms, intelligent vision and image processing, knowledge management and ontologies, Web intelligence, multimedia, e-learning and teaching, intelligent signal processing, control and robotics, other intelligent systems applications, papers of the experience management and engineering workshop, industrial applications of intelligent systems, as well as information engineering and applications in ubiquotous computing environments.

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Table of Contents

Intelligent Processing.- Blind Source Separation Applied to Spectral Unmixing: Comparing Different Measures of Nongaussianity.- Extracting Astrophysical Sources from Channel-Dependent Convolutional Mixtures by Correlated Component Analysis in the Frequency Domain.- Random Germs and Shastic Watershed for Unsupervised Multispectral Image Segmentation.- Unsupervised Blind Separation and Debluring of Mixtures of Sources.- Unsupervised Detection of Mammogram Regions of Interest.- Fuzzy Adaptive Particle Filter for Localization of a Mobile Robot.- Fuzzy Combined Polynomial Neural Networks.- Human Machine Interface with Augmented Reality for the Network Based Mobile Robot.- Implementation of Vision Based Walking Assistant System for Biped Robot.- The Development of Interactive Feature Selection and GA Feature Selection Method for Emotion Recognition.- A Consideration on the Learning Performances of the Hierarchical Structure Learning Automata (HSLA) Operating in the General Nonstationary Multiteacher Environment.- Fast Statistical Learning Algorithm for Feature Generation.- Human Three-Dimensional Modeling Based on Intelligent Sensor Fusion for a Tele-operated Mobile Robot.- Optimal Convergence in Multi-Agent MDPs.- Reinforcement Learning Scheme for Grouping and Anti-predator Behavior.- Three-Dimensional Classification of Insect Neurons Using Self-organizing Maps.- A Modified SVM Classification Algorithm for Data of Variable Quality.- A Neuro-fuzzy Approach for Sensor Network Data Cleaning.- Exploiting Uncertain Data in Support Vector Classification.- Fuzzy-Input Fuzzy-Output One-Against-All Support Vector Machines.- Learning Bayesian Networks Using Evolutionary Algorithm and a Variant of MDL Score.- Reliable Learning: A Theoretical Framework.- SVM with Random Labels.- A Neural-Based Approach to Facial Expression Mapping Between Human and Robot.- Interpretable Likelihood for Vector Representable Topic.- Learning Evaluation Functions of Shogi Positions from Different Sets of Games.- Nominally Piecewise Multiple Regression Using a Four-Layer Perceptron.- Pivot Learning for Efficient Similarity Search.- Prediction of Link Attachments by Estimating Probabilities of Information Propagation.- A Kernel Based Learning by Sample Technique for Defect Identification Through the Inversion of a Typical Electric Problem.- Adaptive Neural Network Approach for Nonlinearity Compensation in Laser Interferometer.- An Application of Machine Learning Methods to PM10 Level Medium-Term Prediction.- Handwritten Greek Character Recognition with Learning Vector Quantization.- Models for Identifying Structures in the Data: A Performance Comparison.- Neural Network Prediction of the Roll Motion of a Ship for Intelligent Course Control.- Real Time Reader Device for Blind People.- SVM-Based Time Series Prediction with Nonlinear Dynamics Methods.- A Bio-soft Computing Approach to Re-arrange a Flexible Manufacturing Robot.- A Fuzzy Measure Identification Method by Diamond Pairwise Comparisons: AHP Scales and Grabish’s Graphical Interpretation.- A Self-adaptive Evolutionary Negative Selection Approach for Home Anomaly Events Detection.- An Alternative Measure: Chinese Urbanization.- An Analysis of Feelings of Brassiere-Wearing and Possibility to Simulate Them Based on Body Shape.- Certificate and Authority Application Based on Grid Environment.- Comparison of Consumer Behaviors in Taiwan Non-store Channels.- DNA Computing Approach to Management Engineering.- Dynamic Tracking System for Object Recognition.- Fuzzy Group Assessment for Facility Location Decision.- Judgment on Consistency of Human Feelings in Paired Comparison.- Relationship Between Alarm of Collision Alarm System and Driver’s Operation of Brakes.- Study of a Numerical Simulation for Computing to Accurate Cutting with High-Velocity Waterjet.- Information Theoretic Learning for Inverse Problem Resolution in Bio-electromagnetism.- Modeling of Passive Electronic Circuits with Sensitivity Analysis Dedicated to the Sizing by Optimization.- Non Invasive Faults Monitoring of Electrical Machines by Solving Steady State Magnetic Inverse Problem.- Soft Computing Approaches for the Resolution of Electromagnetic Inverse Problems.- Intelligent Systems.- Data Selection Interfaces for Knowledge Creative Groupware Using Chat Data.- Development and Evaluation of a Ubiquitous Historical Tour Support System.- Distance Learning System for Programming and Software Engineering.- Dual Communication System Using Wired and Wireless in Home-Network.- Evaluation of Metadata-Based Data Aggregation Scheme in Clustering Wireless Sensor Networks.- Impression Evaluation of Presentation Contents Using Embodied Characters’ Dialogue with Atmosphere.- Integrity Maintenance System of Database Query Under Updating.- Learning Communities for Information Systems Design Class with Process Model Approach.- Markov Model Based Mobile Clickstream Analysis with Sub-day, Day and Week-Scale Transitions.- Proposal of Butler-Type Service Model for Personalized Service.- Reliable Communication Methods for Mutual Complementary Home Network.- State-Based Pipelining for Reprogramming Wireless Sensor Networks.- The Recommendation System Using Mathematical Programming Model.- Verification of the Applicability to Contents Assessment System of the Chat System Using Sense of Touch.- A Learning Environment for Understanding of Program Division Patterns.- An Agent Oriented Environment for Collaborative Learning - Lessons Learned Through Vocational Training on Software Design with UML-.- Context-Based Managing and Sharing of Personal Contents on Experience Web.- CSCL Environment for “Six Thinking Hats” Discussion.- Learning Phase Model Based Scaffolding and Its Fading to Facilitate Collaborative Learning of Critical Thinking.- Organization of Discussion Knowledge Graph from Collaborative Learning Record.- Organizing Online Learning-Community Based on the Real World Log.- A Method of Selecting and Transcoding Content for Mobile Web Service.- An Approach to Modeling Context-Adaptable Services.- Predictive and Contextual Feature Separation for Bayesian Metanetworks.- Study on Method of Route Choice Problem Based on User Preference.- A Hierarchical Clustering Method for Semantic Knowledge Bases.- An Automatic Method for Ontology Mapping.- Improving Smart Environments with Knowledge Ecosystems.- LODE: Global Reasoning on E-Stories for Deaf Children.- NavEditOW – A System for Navigating, Editing and Querying Ontologies Through the Web.- Personalized Interfaces for a Semantic Web Portal: Tourism Information Search.- SAM: A Semantic Web Service Discovery System.- Semantic Bayesian Profiling Services for Information Recommendation.- Semantics Driven Interaction Using Natural Language in Students Tutoring.- Shaping Personal Information Spaces from Collaborative Tagging Systems.- Towards a Domain Oriented and Independent Semantic Search Model.- User Modeling in the Social Web.- A Next-Generation Audio-Guide System for Museums“SoundSpot”: An Experimental Study.- An Important Posting Notification Function in an Intelligent Bulletin Board System for e-Learning.- Immersive Round-Table Interface in Collaborative Learning.- Practical Environment for Realizing Augmented Classroom with Wireless Digital Pens.- Reification Method to Encourage the Learning Communication on Meta-Cognition.- A Note on Symmetries on Equations of Population Dynamics and Stability Conditions.- Experimental Analysis of the Aging Operator for Static and Dynamic Optimisation Problems.- Fitting Opportunistic Networks Data with a Pareto Distribution.- Framework of an Immunity-Based Anomaly Detection System for User Behavior.- Fuzzy Rule Induction and Artificial Immune Systems in Female Breast Cancer Familiarity Profiling.- Mutation Probability Threshold of HIV for AIDS.- Performance Evaluation of Immunity-Based Diagnosis on Complex Networks.- Symmetries on Asymmetric Wars: Generalists (HIVs) Versus Specialists (T-cells).- A New Multi-Layers Method to Analyze Gene Expression.- An Interactive Tool for Data Visualization and Clustering.- Assessing Clustering Reliability and Features Informativeness by Random Permutations.- Discovering Significant Structures in Clustered Bio-molecular Data Through the Bernstein Inequality.- Evaluating Graph Kernel Methods for Relation Discovery in GO-Annotated Clusters.- Membership Embedding Space Approach and Spectral Clustering.- A Comparison of Three Agent-Oriented Software Development Methodologies: ROADMAP, Prometheus, and MaSE.- A Multi-agent Architecture for RFID Taxonomy.- Adaptive Binary Splitting for a RFID Tag Collision Arbitration Via Multi-agent Systems.- An Architecture for Agent Coordination and Cooperation.- Developing Multi-agent E-Commerce Applications with JADE.- Multi-agent Processing for Query Camouflage Via Data Perturbation in Online Medical Surveys.- A New Authentication and Key Agreement Prool Scheme in Convergence of UMTS and DVB-H Networks.- A Practical Provider Authentication System for Bidirectional Broadcast Service.- Anonymous Authentication Scheme for Subscription Services.- Anonymous Pay-TV System with Secure Revenue Sharing.- Using Informed Coding and Informed Embedding to Design Robust Fingerprinting Embedding Systems.- A Process Based on the Representation of End-User Requirements for Generating Adaptable User Interfaces for Browsing XML Content.- Comparison of Mamdani and TSK Fuzzy Models for Real Estate Appraisal.- Filtering of Web Recommendation Lists Using Positive and Negative Usage Patterns.- NBM and WNBM: Algorithms and Evaluation for Personalizing Information Retrieval in METIORE.- Web-Based System User Interface Hybrid Recommendation Using Ant Colony Metaphor.- A Fast Reading Spatial Knowledge System by Ultrasonic Sound Beams.- A Quiet Navigation for Safe Crosswalk by Ultrasonic Beams.- A Study of Meaning Comprehensibility of Pictograms for Lathe Procedural Instructions.- Indoor Localization for Mobile Node Based on RSSI.- Sketch Learning Environment Based on Drawing Skill Analysis.- A Rewrite Based Approach for Enforcing Access Constraints for XML.- On Flexible Modeling of History-Based Access Control Policies for XML Documents.- Securely Updating XML.- XML-BB: A Model to Handle Relationships Protection in XML Documents.

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