Knowledge-Based Intelligent Information and Engineering Systems

Keynote Lectures.- Distributed Prediction and Hierarchical Knowledge Discovery by ARTMAP Neural Networks.- The Brain’s Cognitive Dynamics: The Link between Learning, Attention, Recognition, and Consciousness.- Adaptive Data Based Modelling and Estimation with Application to Real Time Vehicular Collision Avoidance.- Creating a Smart Virtual Personality.- Intelligent Navigation on the Mobile Internet.- The Evolution of Evolutionary Computation.- General Session Papers.- A Unified Model Maintains Knowledge Base Integrity.- Formal Argumentation Frameworks for the Extended Generalized Annotated Logic Programs.- Specifying and Validating Reactive Systems with CommonKADS Methodology.- TMMT: Tool Supporting Knowledge Modelling.- State-Based Planning with Numerical Knowledge.- KAMET II: An Extended Knowledge-Acquisition Methodology.- Automated Knowledge Acquisition by Relevant Reasoning Based on Strong Relevant Logic.- ConcepTool: Intelligent Support to the Management of Domain Knowledge.- Combining Revision Production Rules and Description Logics.- Knowledge Support for Modeling and Simulation.- Expert System for Simulating and Predicting Sleep and Alertness Patterns.- Two Expert Diagnosis Systems for SMEs: From Database-Only Technologies to the Unavoidable Addition of AI Techniques.- Using Conceptual Decision Model in a Case Study.- Automated Knowledge Acquisition Based on Unsupervised Neural Network and Expert System Paradigms.- Selective-Learning-Rate Approach for Stock Market Prediction by Simple Recurrent Neural Networks.- A Neural-Network Technique for Recognition of Filaments in Solar Images.- Learning Multi-class Neural-Network Models from Electroencephalograms.- Establishing Safety Criteria for Artificial Neural Networks.- Neural Chaos Scheme of Perceptual Conflicts.- Learning of SAINNs from Covariance Function: Historical Learning.- Use of the Kolmogorov’s Superposition Theorem and Cubic Splines for Efficient Neural-Network Modeling.- The Influence of Prior Knowledge and Related Experience on Generalisation Performance in Connectionist Networks.- Urinary Bladder Tumor Grade Diagnosis Using On-line Trained Neural Networks.- Invariants and Fuzzy Logic.- Newsvendor Problems Based on Possibility Theory.- Uncertainty Management in Rule Based Systems Application to Maneuvers Recognition.- Fuzzy Coefficients and Fuzzy Preference Relations in Models of Decision Making.- Mining Fuzzy Rules for a Traffic Information System.- Possibilistic Hierarchical Fuzzy Model.- Fuzzy Knowledge Based Guidance in the Homing Missiles.- Evolutionary Design of Rule Changing Cellular Automata.- Dynamic Control of the Browsing-Exploitation Ratio for Iterative Optimisations.- Intelligent Motion Generator for Mobile Robot by Automatic Constructed Action Knowledge-Base Using GA.- Population-Based Approach to Multiprocessor Task Scheduling in Multistage Hybrid Flowshops.- A New Paradigm of Optimisation by Using Artificial Immune Reactions.- Multi-objective Genetic Programming Optimization of Decision Trees for Classifying Medical Data.- A Study of the Compression Method for a Reference Character Dictionary Used for On-line Character Recognition.- Mercer Kernels and 1-Cohomology of Certain Semi-simple Lie Groups.- On-line Profit Sharing Works Efficiently.- Fast Feature Ranking Algorithm.- Visual Clustering with Artificial Ants Colonies.- Maximizing Benefit of Classifications Using Feature Intervals.- Parameter Estimation for Bayesian Classification of Multispectral Data.- Goal Programming Approaches to Support Vector Machines.- Asymmetric Triangular Fuzzy Sets for Classification Models.- Machine Learning to Detect Intrusion Strategies.- On the Benchmarking of Multiobjective Optimization Algorithm.- Multicategory Incremental Proximal Support Vector Classifiers.- Arc Consistency for Dynamic CSPs.- Determination of Decision Boundaries for Online Signature Verification.- On the Accuracy of Rotation Invariant Wavelet-Based Moments Applied to Recognize Traditional Thai Musical Instruments.- A Multi-agent System for Knowledge Management in Software Maintenance.- D2G2A: A Distributed Double Guided Genetic Algorithm for Max_CSPs.- Modelling Intelligent Agents for Organisational Memories.- A Study on the Multi-agent Approach to Large Complex Systems.- Multi-layered Distributed Agent Ontology for Soft Computing Systems.- A Model for Personality and Emotion Simulation.- Using Loose and Tight Bounds to Mine Frequent Itemsets.- Mining Association Rules with Frequent Closed Itemsets Lattice.- Mining Generalized Closed Frequent Itemsets of Generalized Association Rules.- Qualitative Point Sequential Patterns.- Visualization and Evaluation Support of Knowledge Discovery through the Predictive Model Markup Language.- Detecting Patterns of Fraudulent Behavior in Forensic Accounting.- SPIN!-An Enterprise Architecture for Spatial Data Mining.- The Role of Discretization Parameters in Sequence Rule Evolution.- Feature Extraction for Classification in Knowledge Discovery Systems.- Adaptive Per-application Load Balancing with Neuron-Fuzzy to Support Quality of Service for Voice over IP in the Internet.- Hybrid Intelligent Production Simulator by GA and Its Individual Expression.- On the Design of an Artificial Life Simulator.- 3-Dimensional Object Recognition by Evolutional RBF Network.- Soft Computing-Based Design and Control for Vehicle Health Monitoring.- An Adaptive Novelty Detection Approach to Low Level Analysis of Images Corrupted by Mixed Noise.- The Image Recognition System by Using the FA and SNN.- License Plate Detection Using Hereditary Threshold Determine Method.- Recognition from EMG Signals by an Evolutional Method and Non-negative Matrix Factorization.- A Feature Extraction Method for Personal Identification System.- A Feature Extraction of the EEG Using the Factor Analysis and Neural Networks.- A Neural Network Approach to Color Image Classification.- Recognition of EMG Signal Patterns by Neural Networks.- True Smile Recognition Using Neural Networks and Simple PCA.- Estimation of Sea Ice Movement Using Locally Parallel Matching Model.- Evaluation of a Combined Wavelet and a Combined Principal Component Analysis Classification System for BCG Diagnostic Problem.- Learning from the Expert: Improving Boundary Definitions in Biomedical Imagery.- Low Complexity Functions for Stationary Independent Component Mixtures.- Knowledge-Based Automatic Components Placement for Single-Layer PCB Layout.- Knowledge-Based Hydraulic Model Calibration.- Using Artificial Neural Networks for Combustion Interferometry.- An Operating and Diagnostic Knowledge-Based System for Wire EDM.- The Application of Fuzzy Reasoning System in Monitoring EDM.- Knowledge Representation for Structure and Function of Electronic Circuits.- A Web-Based System for Transformer Design.- A Fuzzy Control System for a Small Gasoline Engine.- Faults Diagnosis through Genetic Matching Pursuit.- A Fuzzy Classification Solution for Fault Diagnosis of Valve Actuators.- Deep and Shallow Knowledge in Fault Diagnosis.- Learning Translation Templates for Closely Related Languages.- Implementation of an Arabic Morphological Analyzer within Constraint Logic Programming Framework.- Efficient Automatic Correction of Misspelled Arabic Words Based on Contextual Information.- A Socially Supported Knowledge-Belief System and Its Application to a Dialogue Parser.- Knowledge-Based Question Answering.- Knowledge-Based System Method for the Unitarization of Meaningful Augmentation in Horizontal Transliteration of Hanman Characters.- An Expressive Efficient Representation: Bridging a Gap between NLP and KR.- Connecting Word Clusters to Represent Concepts with Application to Web Searching.- A Framework for Integrating Deep and Shallow Semantic Structures in Text Mining.- Fuzzy Methods for Knowledge Discovery from Multilingual Text.- Automatic Extraction of Keywords from Abstracts.- Term-length Normalization for Centroid-based Text Categorization.- Recommendation System Based on the Discovery of Meaningful Categorical Clusters.- A Formal Framework for Combining Evidence in an Information Retrieval Domain.- Managing Articles Sent to the Conference Organizer.- Information Retrieval Using Deep Natural Language Processing.- Ontology of Domain Modeling in Web Based Adaptive Learning System.- Individualizing a Cognitive Model of Students’ Memory in Intelligent Tutoring Systems.- An Ontology-Based Approach to Intelligent Instructional Design Support.- Javy: Virtual Environment for Case-Based Teaching of Java Virtual Machine.- Self-Organization Leads to Hierarchical Modularity in an Internet Community.- Rule-Driven Mobile Intelligent Agents for Real-Time Configuration of IP Networks.- Neighborhood Matchmaker Method: A Decentralized Optimization Algorithm for Personal Human Network.- Design and Implementation of an Automatic Installation System for Application Program in PDA.- Combination of a Cognitive Theory with the Multi-attribute Utility Theory.- Using Self Organizing Feature Maps to Acquire Knowledge about Visitor Behavior in a Web Site.- A Framework for the Development of Personalized Agents.- Topic Cascades: An Interactive Interface for Exploration of Clustered Web Search Results Based on the SVG Standard.- Active Knowledge Mining for Intelligent Web Page Management.- Case-Based Reasoning for Time Courses Prognosis.- Adaptation Problems in Therapeutic Case-Based Reasoning Systems.- A Knowledge Management and Quality Model for R&D Organizations.- Knowledge Management Systems Development: A Roadmap.- An Extensible Environment for Expert System Development.- An Innovative Approach for Managing Competence: An Operational Knowledge Management Framework.- A Synergy of Modelling for Constraint Problems.- Object-Oriented Design of E-Government System: A Case Study.- A Practical Study of Some Virtual Sensor Methods as Part of Data Fusion.- A Mamdani Model to Predict the Weighted Joint Density.- Mining Spatial Rules by Finding Empty Intervals in Data.- The Application of Virtual Reality to the Understanding and Treatment of Schizophrenia.- Representation of Algorithmic Knowledge in Medical Information Systems.- A Case-Based Reasoning Approach to Business Failure Prediction.- A Metaheuristic Approach to Fuzzy Project Scheduling.- Invited Sessions Papers.- A Note on the Sensitivity to Parameters in the Convergence of Self–Organizing Maps.- Utilization of AI & GAs to Improve the Traditional Technical Analysis in the Financial Markets.- On the Predictability of High-Frequency Financial Time Series.- Incremental Learning and Forgetting in RBF Networks and SVMs with Applications to Financial Problems.- Expanded Neural Networks in System Identification.- A New Learning Algorithm for the Hierarchical Structure Learning Automata Operating in the General Nonstationary Multiteacher Environment.- An Age Estimation System Using the Neural Network.- Reconstruction of Facial Skin Color in Color Images.- Grain-Shaped Control System by Using the SPCA.- Reinforcement Learning Using RBF Networks with Memory Mechanism.- Face Identification Method Using the Face Shape.- Tracking of Moving Object Using Deformable Template.- Thai Banknote Recognition Using Neural Network and Continues Learning by DSP Unit.- Color-Identification System Using the Sandglass-Type Neural Networks.- Secure Matchmaking of Fuzzy Criteria between Agents.- Finding Efficient Nonlinear Functions by Means of Genetic Programming.- Keystream Generator Analysis in Terms of Cellular Automata.- Graphic Cryptography with Pseudorandom Bit Generators and Cellular Automata.- Agent-Oriented Public Key Infrastructure for Multi-agent E-service.- SOID: An Ontology for Agent-Aided Intrusion Detection.- Pseudorandom Number Generator – The Self Programmable Cellular Automata.- Exclusion/Inclusion Fuzzy Classification Network.- Discovering Prediction Rules by a Neuro-fuzzy Modeling Framework.- SAMIR: Your 3D Virtual Bookseller.- Detection and Diagnosis of Oscillations in Process Plants.- A Petri-Net Based Reasoning Procedure for Fault Identification in Sequential Operations.- Synthesis of Operating Procedures for Material and Energy Conversions in a Batch Plant.- IDEF0 Activity Model Based Design Rationale Supporting Environment for Lifecycle Safety.- The Optimal Profit Distribution Problem in a Multi-Echelon Supply Chain Network: A Fuzzy Optimization Approach.- An Experimental Study of Model Predictive Control Based on Artificial Neural Networks.- Fault Recognition System of Electrical Components in Scrubber Using Infrared Images.- Nonlinear Process Modeling Based on Just-in-Time Learning and Angle Measure.- Support Vector Machines for Improved Voiceband Classification.- Adaptive Prediction of Mobile Radio Channels Utilizing a Filtered Random Walk Model for the Coefficients.- Amplitude Modulated Sinusoidal Models for Audio Modeling and Coding.- A Fast Converging Sequential Blind Source Separation Algorithm for Cyclostationary Sources.- Computationally Efficient Doubletalk Detection Using Estimated Loudspeaker Impulse Responses.- Texture Segmentation Using Semi-supervised Support Vector Machine.- A Non-parametric Test for Detecting the Complex-Valued Nature of Time Series.- Domain Ontology Analysis in Agent-Oriented Requirements Engineering.- A Framework for ACL Message Translation for Information Agents.- An Ontology for Modelling Security: The Tropos Approach.- Towards a Pragmatic Use of Ontologies in Multi-agent Platforms.- Ontological Foundations of Natural Language Communication in Multiagent Systems.- Ontology Management for Agent Development.- A Multiagent, Distributed Approach to Service Robotics.- PCA Based Digital Watermarking.- Image Retrieval Based on Independent Components of Color Histograms.- Face Recognition Using Overcomplete Independent Component Analysis.- An ICA-Based Method for Poisson Noise Reduction.- Recursive Approach for Real-Time Blind Source Separation of Acoustic Signals.