Riassunto
Dear delegates,friendsand membersofthe growingKES professionalcommunity,w- come to the proceedings of the 9th International Conference on Knowledge-Based and IntelligentInformationandEngineeringSystemshostedbyLa TrobeUniversityin M- bourne Australia. The KES conference series has been established for almost a decade, and it cont- ues each year to attract participants from all geographical areas of the world, including Europe, the Americas, Australasia and the Paci?c Rim. The KES conferences cover a wide range of intelligent systems topics. The broad focus of the conference series is the theory and applications of intelligent systems. From a pure research ?eld, intel- gent systems have advanced to the point where their abilities have been incorporated into many business and engineering application areas. KES 2005 provided a valuable mechanism for delegates to obtain an extensive view of the latest research into a range of intelligent-systems algorithms, tools and techniques. The conference also gave de- gates the chance to come into contact with those applying intelligent systems in diverse commercial areas. The combination of theory and practice represented a unique opp- tunity to gain an appreciation of the full spectrum of leading-edge intelligent-systems activity. The papers for KES 2005 were either submitted to invited sessions, chaired and organized by respected experts in their ?elds, or to a general session, managed by an extensive International Program Committee, or to the Intelligent Information Hiding and Multimedia Signal Processing (IIHMSP) Workshop, managed by an International Workshop Technical Committee.
Contenuti
Intelligent Agent Ontologies and Environments.- Agent-Based Approach for Dynamic Ontology Management.- A Novel Approach for Developing Autonomous and Collaborative Agents.- The Effect of Alteration in Service Environments with Distributed Intelligent Agents.- Managing Collaboration in a Multiagent System.- Learning Plans with Patterns of Actions in Bounded-Rational Agents.- Roles of Agents in Data-Intensive Web Sites.- Probabilistic Reasoning Techniques for the Tactical Military Domain.- Intelligent Multimedia Solutions and the Security in the Next Generation Mobile Networks.- A Network Service Access Control Framework Based on Network Blocking Algorithm.- 3-D Building Reconstruction Using IKONOS Multispectral Stereo Images.- Heuristic Algorithm for Estimating Travel Speed in Traffic Signalized Networks.- Home Network Observation System Using User’s Activate Pattern and Multimedia Streaming.- Determination of Optimal Locations for the Variable Message Signs by the Genetic Algorithm.- Estimation of the Optimal Number of Cluster-Heads in Sensor Network.- Development of Integrated Transit-Fare Card System in the Seoul Metropolitan Area.- Efficient Migration Scheme Using Backward Recovery Algorithm for Mobile Agents in WLAN.- Intelligent E-Mail Analysis, News Extraction and Web Mining.- Using Similarity Measure to Enhance the Robustness of Web Access Prediction Model.- Intelligent Financial News Digest System.- An Incremental FP-Growth Web Content Mining and Its Application in Preference Identification.- Similarity Retrieval from Time-Series Tropical Cyclone Observations Using a Neural Weighting Generator for Forecasting Modeling.- Web Access Path Prediction Using Fuzzy Case Based Reasoning.- Multiple Classifier System with Feature Grouping for Intrusion Detection: Mutual Information Approach.- Design and Implement a Web News Retrieval System.- Semantic Integration and Ontologies.- An Ontology for Integrating Multimedia Databases.- Integrating Service Registries with OWL-S Ontologies.- Data Integration Hub for a Hybrid Paper Search.- Effective Information Sharing Using Concept Mapping.- Ontology Supported Semantic Simplification of Large Data Sets of Industrial Plant CAD Models for Design Review Visualization.- EISCO: Enterprise Information System Contextual Ontologies Project.- Mapping Fuzzy Concepts Between Fuzzy Ontologies.- Computer Vision, Image Processing and Retrieval.- Similarity Estimation of 3D Shapes Using Modal Strain Energy.- 3D-Based Synthesis and 3D Reconstruction from Uncalibrated Images.- 3-D Pose Tracking of the Car Occupant.- Face Recognition by Multiple Classifiers, a Divide-and-Conquer Approach.- Shape Comparison of the Hippocampus Using a Multiresolution Representation and ICP Normalization.- A Fast Image Retrieval Using the Unification Search Method of Binary Classification and Dimensionality Condensation of Feature Vectors.- Semantic Supervised Clustering to Land Classification in Geo-Images.- Communicative Intelligence II.- Towards an Intelligent Web Service for Ontology-Based Query-Answering Dialogues.- Using the Geographic Distance for Selecting the Nearest Agent in Intermediary-Based Access to Internet Resources.- Mining Internet Data Sets for Computational Grids.- Towards Integration of Web Services into Agents for Biological Information Resources.- Learning Within the BDI Framework: An Empirical Analysis.- How to Make Robot a Robust and Interactive Communicator.- Analysis of Conversation Quanta for Conversational Knowledge Circulation.- Approaches and Methods to Security Engineering V.- An Intelligent Approach of Packet Marking at Edge Router for IP Traceback.- A Covert Timing Channel-Free Optimistic Concurrency Control Scheme for Multilevel Secure Database Management Systems.- Secure Password Authentication for Keystroke Dynamics.- The Efficient Multipurpose Convertible Undeniable Signature Scheme.- A New Efficient Fingerprint-Based Remote User Authentication Scheme for Multimedia Systems.- A Study on the Correction of Gun Fire Error Using Neural Network.- Multimedia Retrieval II.- An Efficient Moving Object Extraction Algorithm for Video Surveillance.- An Experimental Comparison on Gabor Wavelet and Wavelet Frame Based Features for Image Retrieval.- Robust Video Retrieval Using Temporal MVMB Moments.- Precise Segmentation Rendering for Medical Images Based on Maximum Entropy Processing.- A Hardware Implementation for Fingerprint Retrieval.- Fast Video Retrieval via the Statistics of Motion Within the Regions-of-Interest.- Information Theoretic Metrics in Shot Boundary Detection.- Design of a Digital Forensics Image Mining System.- Multimedia Compression.- Side-Match Predictive Vector Quantization.- Improved Image Coding with Classified VQ and Side-Match VQ.- Fast Multiple Reference Frame Motion Estimation for H.264 Based on Qualified Frame Selection Scheme.- Block Standstill and Homogeneity Based Fast Motion Estimation Algorithm for H.264 Video Coding.- Fast Rate-Distortion Optimization in H.264/AVC Video Coding.- Improving Image Quality for JPEG Compression.- Low-Power MPEG-4 Motion Estimator Design for Deep Sub-Micron Multimedia SoC.- Multimedia Signal Processing.- Real-Time 3D Artistic Rendering System.- Index LOCO-I: A Hybrid Method of Data Hiding and Image Compression.- Feature-Constrained Texturing System for 3D Models.- Dynamic Integrated Model for Distributed Multimedia System.- Joint Detection for a Bandwidth Efficient Modulation Method.- An Efficient and Divisible Payment Scheme for M-Commerce.- Speech Authentication by Semi-fragile Watermarking.- Emergence and Self-organisation in Complex Systems.- On Engineering Smart Systems.- Distributed Web Integration with Multiagent Data Mining.- Self-adjusting Programming Training Support System Using Genetic Algorithm.- Waste Incinerator Emission Prediction Using Probabilistically Optimal Ensemble of Multi-agents.- Cooperative Control Based on Reaction-Diffusion Equation for Surveillance System.- Comparison of the Effectiveness of Decimation and Automatically Defined Functions.- Absolute Capacities for Higher Order Associative Memory of Sequential Patterns.- Soft Computing Techniques and Their Applications III.- Finding Hidden Hierarchy in Reinforcement Learning.- On-Line Reinforcement Learning Using Cascade Constructive Neural Networks.- Node Exchange for Improvement of SOM Learning.- Using Rough Set to Reduce SVM Classifier Complexity and Its Use in SARS Data Set.- A SVM Regression Based Approach to Filling in Missing Values.- Recognizing and Simulating Sketched Logic Circuits.- Automatic MLP Weight Regularization on Mineralization Prediction Tasks.- Information Engineering and Ubiquitous Computing.- Integrated Process Modeling for Dynamic B2B Collaboration.- Assessment Methodology on Maturity Level of ISMS.- CSFs for HCI in Ubiquitous Computing Environments.- Practical Design Recovery Techniques for Embedded Operating System on Complying with RTCA/DO-178B and ISO/IEC15408.- Information Privacy Engineering in ubiComp.- Design and Implementation of Home Media Server for Personalized Broadcasting Service in Ubiquitous Environment.- A Distributed Approach to Musical Composition.- Location and Context-Based Systems.- Efficient Mobility Management Using Dynamic Location Register in IMT-2000 Networks.- SWSD: A P2P-Based System for Service Discovery from a Mobile Terminal.- An Efficient Eye Location Using Context-Aware Binarization Method.- Design and Implementation of Context-Awareness Processor for Multiple Instructions in Mobile Internet Environment.- Integrated Management of Multi-level Road Network and Transportation Networks.- Music Plagiarism Detection Using Melody Databases.- News Video Retrieval Using Automatic Indexing of Korean Closed-Caption.- Classification and Skimming of Articles for an Effective News Browsing.- e-Based Systems in Education, Commerce and Health.- Intelligent Tutoring System with 300-Certification Program Based on WIPI.- ECA Rule Based Timely Collaboration Among Businesses in B2B e-Commerce.- The Searching Methods of Mobile Agents in Telemedicine System Environments.- Knowledge-Based RDF Specification for Ubiquitous Healthcare Services.- A Time Judgement System Based on an Association Mechanism.- Response-Driven Web-Based Assessment System.- Intelligence-Based Educational Package on Fluid Mechanics.- Computational Biology and Bioinformatics.- Generalized Composite Motif Discovery.- Protein Motif Discovery with Linear Genetic Programming.- Bayesian Validation of Fuzzy Clustering for Analysis of Yeast Cell Cycle Data.- Rule Generation Using NN and GA for SARS-CoV Cleavage Site Prediction.- A Hybrid Approach to Combine HMM and SVM Methods for the Prediction of the Transmembrane Spanning Region.- Agents in Bio-inspired Computations.- Complex Adaptive Systems.- Altruistic Punishment, Social Structure and the Enforcement of Social Norms.- WISDOM-II: A Network Centric Model for Warfare.- Adaptation on the Commons.- The Emergence of Order in Random Walk Resource Discovery Protocols.- Supporting Adaptive Learning with High Level Timed Petri Nets.- Exploring the Effective Search Context for the User in an Interactive and Adaptive Way.- Communicative Intelligent III.- Generating CG Movies Based on a Cognitive Model of Shot Transition.- Analyzing Concerns of People Using Weblog Articles and Natural Phenomena.- Sustainable Memory System Using Global and Conical Spaces.- Entrainment of Rate of Utterances in Speech Dialogs Between Users and an Auto Response System.- Locomotion Control Technique for Immersive Conversation Environment.- Presentation of Human Action Information via Avatar: From the Viewpoint of Avatar-Based Communication.- Analysis and Synthesis of Help-Desk Responses.- Speech Processing and Robotics.- A Talking Robot and Its Singing Skill Acquisition.- Development of a New Vocal Cords Based on Human Biological Structures for Talking Robot.- An Adaptive Model for Phonetic String Search.- Ontology Modeling and Storage System for Robot Context Understanding.- Intelligent Two-Way Speech Communication System Between the Technological Device and the Operator.- Activity-Object Bayesian Networks for Detecting Occluded Objects in Uncertain Indoor Environment.- Design of a Simultaneous Mobile Robot Localization and Spatial Context Recognition System.- Data Mining and Soft Computing Applications I.- Mining Temporal Data: A Coal-Fired Boiler Case Study.- Mining Classification Rules Using Evolutionary Multi-objective Algorithms.- On Pruning and Tuning Rules for Associative Classifiers.- Using Artificial Neural Network Ensembles to Extract Data Content from Noisy Data.- Identification of a Motor with Multiple Nonlinearities by Improved Genetic Algorithm.- Program Simplification in Genetic Programming for Object Classification.- An Ontology-Supported Database Refurbishing Technique and Its Application in Mining GSM Trouble Shooting Rules.- Multimedia Security and Stegnography.- Develop Secure Database System with Security Extended ER Model.- An Inference Detection Algorithm Based on Related Tuples Mining.- A Preliminary Design for a Privacy-Friendly Free P2P Media File Distribution System.- Analysis of Parity Assignment Steganography in Palette Images.- A New Steganography Scheme in the Domain of Side-Match Vector Quantization.- Method of Hiding Information in Agglutinative Language Documents Using Adjustment to New Line Positions.- Hiding Biometric Data for Secure Transmission.- Stegnography.- VQ Image Steganographic Method with High Embedding Capacity Using Multi-way Search Approach.- Securing Mobile Agents Control Flow Using Opaque Predicates.- A Verifiable Fingerprint Vault Scheme.- The Research on Information Hiding Based on Command Sequence of FTP Protocol.- Data Hiding in a Hologram by Modified Digital Halftoning Techniques.- A Secure Steganographic Scheme in Binary Image.- A Reversible Information Hiding Scheme Based on Vector Quantization.- Zero-Based Code Modulation Technique for Digital Video Fingerprinting.- Soft Computing Approach to Industrial Engineering II.- Studies on Method for Measuring Human Feelings.- Data Mining Method from Text Database.- The Air Pollution Constraints Considered Best Generation Mix Using Fuzzy Linear Programming.- Ranking Functions, Perceptrons, and Associated Probabilities.- Directed Mutation Operators – An Overview.- A General Fuzzy Min Max Neural Network with Compensatory Neuron Architecture.- An Analysis on Accuracy of Cancelable Biometrics Based on BioHashing.- Condition Monitoring Capability Developed Through a Knowledge Transfer Partnership Between a Small Company and a University.- Medical Text Mining and Natural Language Processing.- Extraction of Lexico-Syntactic Information and Acquisition of Causality Schemas for Text Annotation.- An Approach to Automatic Text Production in Electronic Medical Record Systems.- gProt: Annotating Protein Interactions Using Google and Gene Ontology.- Physiological Modeling and Simulation for Aerobic Circulation with Beat-by-Beat Hemodynamics.- Collaborative and Immersive Medical Education in a Virtual Workbench Environment.- Knowledge Based Intelligent Systems for Health Care.- Extraction of Risk Factors by Multi-agent Voting Model Using Automatically Defined Groups.- Representing Association Classification Rules Mined from Health Data.- Leximancer Concept Mapping of Patient Case Studies.- Barrier to Transition from Paper-Based to Computer-Based Patient Record: Analysis of Paper-Based Patient Records.- Preprocessing for Extracting Information from Medical Record to Add XML Tags.- A Scheduling Method of Data Transmission in the Internet Communication by Recurrent Neural Network.- Health Support Intelligent System for Diabetic Patient by Mobile Phone.- Proposal of Food Intake Measuring System in Medical Use and Its Discussion of Practical Capability.- Intelligent Learning Environment.- Simple Web Mail System That Makes the Best Use of the Senior Citizens Social Experience.- Evaluating Navigation History Comparison.- A Visualization System for Organizing and Sharing Research Information.- The Learning System of Shinshu University Graduate School of Science and Technology on the Internet.- Automatic Generation of Answers Using Solution Network for Mathematical Exercises.- Assisting Construction of Meta-cognitive Competence by Scaffolding Discovery of Plans in Problem-Solving.- Knowledge Level Design Support for SCORM2004-Conformed Learning Contents – Ontological Consideration on Platforms for Intelligent Educational Systems.- Intelligent Data Analysis and Applications.- Analyzing Domain Expertise by Considering Variants of Knowledge in Multiple Time Scales.- A New Algorithm to Discover Page-Action Rules on Web.- Efficient Remining of Generalized Association Rules Under Multiple Minimum Support Refinement.- Mining Association Rules from Distorted Data for Privacy Preservation.- Mining Linguistic Mobility Patterns for Wireless Networks.- Individualized Product Design by Evolutionary Algorithms.- Fuzzy Similarity Measure and Fractional Image Query for Large Scale Protein 2D Gel Electrophoresis.- Building the Fuzzy Control System Based on the Pilot Knowledge.
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