Riassunto
Dear delegates,friendsand membersofthe growingKES professionalcommunity,w- come to the proceedings of the 9th International Conference on Knowledge-Based and IntelligentInformationandEngineeringSystems hostedbyLa 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. rom 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 e tensive view of the latest research into a range of intelligent-systems algorithms, tools and techni ues. 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 uni ue 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 organi ed by respected e perts in their ?elds, or to a general session, managed by an e tensive International Program Committee, or to the Intelligent Information Hiding and Multimedia Signal Processing (IIHMSP) orkshop, managed by an International orkshop Technical Committee.
Contenuti
Machine Learning.- POISE – Achieving Content-Based Picture Organisation for Image Search Engines.- Estimation of the Hierarchical Structure of a Video Sequence Using MPEG-7 Descriptors and GCS.- Using Relevance Feedback to Learn Both the Distance Measure and the Query in Multimedia Databases.- Multi-level Semantic Analysis for Sports Video.- Aerial Photograph Image Retrieval Using the MPEG-7 Texture Descriptors.- Yet Another Induction Algorithm.- An Implementation of Learning Classifier Systems for Rule-Based Machine Learning.- Learning-by-Doing Through Metaphorical Simulation.- Immunity-Based Systems.- Emergence of Immune Memory and Tolerance in an Asymmetric Idiotype Network.- Mutual Repairing System Using Immunity-Based Diagnostic Mobile Agent.- A Network Self-repair by Spatial Strategies in Spatial Prisoner’s Dilemma.- A Critical Phenomenon in a Self-repair Network by Mutual Copying.- A Worm Filter Based on the Number of Unacknowledged Requests.- Comparison of Wavenet and Neuralnet for System Modeling.- Neurone Editor: Modelling of Neuronal Growth with Synapse Formation for Use in 3D Neurone Networks.- Medical Diagnosis.- A Hybrid Decision Tree – Artificial Neural Networks Ensemble Approach for Kidney Transplantation Outcomes Prediction.- Performance Comparison for MLP Networks Using Various Back Propagation Algorithms for Breast Cancer Diagnosis.- Combining Machine Learned and Heuristic Rules Using GRDR for Detection of Honeycombing in HRCT Lung Images.- Automatic Detection of Breast Tumours from Ultrasound Images Using the Modified Seed Based Region Growing Technique.- An Automatic Body ROI Determination for 3D Visualization of a Fetal Ultrasound Volume.- Swarm Intelligence and the Holonic Paradigm: A Promising Symbiosis for a Medical Diagnostic System.- Analysis Between Lifestyle, Family Medical History and Medical Abnormalities Using Data Mining Method – Association Rule Analysis.- Intelligent Hybrid Systems and Control.- A Moving-Mass Control System for Spinning Vehicle Based on Neural Networks and Genetic Algorithm.- Two-Dimensional Fitting of Brightness Profiles in Galaxy Images with a Hybrid Algorithm.- A Hybrid Tabu Search Based Clustering Algorithm.- Neural Network Based Feedback Scheduling of Multitasking Control Systems.- An HILS and RCP Based Inter-working Scheme for Computational Evaluation of Manipulators and Trajectory Controller.- Modeling of Nonlinear Static System Via Neural Network Based Intelligent Technology.- Bayesian Inference Driven Behavior Network Architecture for Avoiding Moving Obstacles.- Loss Minimization Control of Induction Motor Using GA-PSO.- Emotional Intelligence and Smart Systems.- Context-Restricted, Role-Oriented Emotion Knowledge Acquisition and Representation.- User Preference Learning for Multimedia Personalization in Pervasive Computing Environment.- Emotion-Based Smart Recruitment System.- Evolvable Recommendation System in the Portable Device Based on the Emotion Awareness.- Emotional Extraction System by Using the Color Combination.- Research on Individual Recognition System with Writing Pressure Based on Customized Neuro-template with Gaussian Function.- Context-Aware Evolvable Systems.- Context-Aware Evolvable System Framework for Environment Identifying Systems.- Context-Aware Computing Based Adaptable Heart Diseases Diagnosis Algorithm.- Multiple Sensor Fusion and Motion Control of Snake Robot Based on Soft-Computing.- Human Face Detection Using Skin Color Context Awareness and Context-Based Bayesian Classifiers.- Adaptive Gabor Wavelet for Efficient Object Recognition.- An Evolvable Hardware System Under Uneven Environment.- An Efficient Face Location Using Integrated Feature Space.- Intelligant Fuzzy Systems and Control.- Fuzzy Predictive Preferential Dropping for Active Queue Management.- A Fuzzy Method for Measuring Efficiency Under Fuzzy Environment.- Anytime Iterative Optimal Control Using Fuzzy Feedback Scheduler.- A Coupled Fuzzy Logic Control for Routers’ Queue Management over TCP/AQM Networks.- Iris Pattern Recognition Using Fuzzy LDA Method.- Precision Tracking Based-on Fuzzy Reasoning Segmentation in Cluttered Image Sequences.- Fuzzy Lowpass Filtering.- Fuzzy Logic Based Intelligent Tool for Databases.- Knowledge Representation and Its Practical Application in Today’s Society.- Modelling from Knowledge Versus Modelling from Rules Using UML.- Meeting the Need for Knowledge Management in Schools with Knowledge-Based Systems – A Case Study.- Aspects of Consideration When Designing Educational Knowledge Based Hypermedia Systems.- Semantic Tags: Evaluating the Functioning of Rules in a Knowledge Based System.- Knowledge Management for Robot Activities in a Real World Context. A Case for Task Pattern Analysis (TAPAS).- Temporal Knowledge Representation and Reasoning Model for Temporally Rich Domains.- Reciprocal Logic: Logics for Specifying, Verifying, and Reasoning About Reciprocal Relationships.- Approaches and Methods into Security Engineering III.- A New Paradigm Vertical Handoff Algorithm in CDMA-WLAN Integrated Networks.- Efficient Revocation of Security Capability in Certificateless Public Key Cryptography.- A Study on Privacy-Related Considerations in Ubiquitous Computing Environment.- Optimal Operation for Cogenerating System of Micro-grid Network.- An Efficient and Secured Media Access Mechanism Using the Intelligent Coordinator in Low-Rate WPAN Environment.- Pilot-Symbol Aided SFBC-OFDM Channel Estimation for Intelligent Multimedia Service.- Cryptographic Protocol Design Concept with Genetic Algorithms.- An Efficient Backoff Scheme for IEEE 802.11e EDCF Differential Service.- Communicative Intelligent I.- Some Properties of Grounding Modal Conjunctions in Artificial Cognitive Agents.- Multi-agent System for Web Advertising.- A Mobile Agent Approach to Intrusion Detection in Network Systems.- Non-textual Document Ranking Using Crawler Information and Web Usage Mining.- A Propagation Strategy Implemented in Communicative Environment.- Using Recommendation to Improve Negotiations in Agent-Based Systems.- Fault Diagnosis of Discrete Event Systems Using Place Invariants.- Intelligent Watermaking Algorithms and Applications.- A Robust-Fragile Dual Watermarking System in the DCT Domain.- A Data Hiding Scheme to Reconstruct Missing Blocks for JPEG Image Transmission.- Adaptive Selection of Coefficient’s Portions in the Transform Domain Watermarking.- Copyright Authentication Enhancement of Digital Watermarking Based on Intelligent Human Visual System Scheme.- Image Retrieval Based on a Multipurpose Watermarking Scheme.- Compressed Domain Video Watermarking in Motion Vector.- Analysis of Quantization-Based Audio Watermarking in DA/AD Conversions.- A Lossless Watermarking Technique for Halftone Images.- Intelligent Techniques and Control.- Implementation of Current Mode Fuzzy-Tuning PI Control of Single Phase UPS Inverter Using DSP.- Knowledge-Based Fuzzy Control of Pilot-Scale SBR for Wastewater Treatment.- Finely Tuned Cascaded Fuzzy Controllers with VHDL – A Case Study for Linerization of V-I Characteristics of a Convertor.- Control System for Optimal Flight Trajectories for Terrain Collision Avoidance.- Optimal Remediation Design in Groundwater Systems by Intelligent Techniques.- Choquet Integral-Based Decision Making Approach for Robot Selection.- Fuzzy Logic and Neuro-fuzzy Modelling of Diesel Spray Penetration.- e-Learning and ICT.- Integrating Architecture of Digital Library and e-Learning Based on Intelligent Agent.- A Pedagogical Overview on e-Learning.- Modeling Understanding Level of Learner in Collaborative Learning Using Bayesian Network.- Dynamic Generation of Diagrams for Supporting Solving Process of Mathematical Exercises.- MOLEAS: Information Technology-Based Educational Software Framework.- A Web-Based Information Communication Ethics Education System for the Gifted Elementary School Students in Computer.- Design of a Web Based Lab Administration System.- Experiences with Pair and Tri Programming in a Second Level Course.- Logic Based Intelligent Information Systems.- An Intelligent Safety Verification Based on a Paraconsistent Logic Program.- Paraconsistent Artificial Neural Network: An Application in Cephalometric Analysis.- Non-alethic Reasoning in Distributed Systems.- A Connectionist Model for Predicate Logic Reasoning Using Coarse-Coded Distributed Representations.- A General-Purpose Forward Deduction Engine for Modal Logics.- A Deductive Semantic Brokering System.- Uncertainty Management in Logic Programming: Simple and Effective Top-Down Query Answering.- Specifying Distributed Authorization with Delegation Using Logic Programming.- Intelligent Agents and Their Applications I.- The Design and Implementation of SAMIR.- Intelligent Data Analysis, Decision Making and Modelling Adaptive Financial Systems Using Hierarchical Neural Networks.- Electricity Load Prediction Using Hierarchical Fuzzy Logic Systems.- MEDADVIS: A Medical Advisory System.- Towards Adaptive Clustering in Self-monitoring Multi-agent Networks.- Shared Learning Vector Quantization in a New Agent Architecture for Intelligent Deliberation.- Patterns for Agent Oriented e-Bidding Practices.- Innovations in Intelligent Agents.- Innovations in Intelligent Agents.- Multi-agent Systems: New Directions.- Agent Technology for Coordinating UAV Target Tracking.- Cognitive Hybrid Reasoning Intelligent Agent System.- Beyond Trust: A Belief-Desire-Intention Model of Confidence in an Agent’s Intentions.- Reasoning About Time in a BDI Architecture.- A Delegation Model for Designing Collaborative Multi-agent Systems.- Ontologies and the Semantic Web.- An Interactive Visual Model for Web Ontologies.- RDF-Based Ontology View for Relational Schema Mediation in Semantic Web.- Essentialized Conceptual Structures in Ontology Modeling.- Turning Mass Media to Your Media: Intelligent Search with Customized Results.- Improving Search on WWW.HR Web Directory by Introducing Ontologies.- Designing a Tool for Configuring an Intelligent and Flexible Web-Based System.- Location-Sensitive Tour Guide Services Using the Semantic Web.- Semantic Discovery of Web Services.- Knowledge Discovery in Data Streams.- Making Sense of Ubiquitous Data Streams – A Fuzzy Logic Approach.- ?-SCLOPE: Clustering Categorical Streams Using Attribute Selection.- Extraction of Gene/Protein Interaction from Text Documents with Relation Kernel.- Combining an Order-Semisensitive Text Similarity and Closest Fit Approach to Textual Missing Values in Knowledge Discovery.- Support for Internet-Based Commonsense Processing – Causal Knowledge Discovery Using Japanese “If” Forms.- APForecast: An Adaptive Forecasting Method for Data Streams.- Finding Closed Itemsets in Data Streams.- Computational Intelligence Tools Techniques and Algorithms.- An Efficient Schema Matching Algorithm.- A Divisive Ordering Algorithm for Mapping Categorical Data to Numeric Data.- A Mutual Influence Algorithm for Multiple Concurrent Negotiations – A Game Theoretical Analysis.- Vulnerability Evaluation Tools of Matching Algorithm and Integrity Verification in Fingerprint Recognition.- Algorithms for CTL System Modification.- A Robust Approach for Improving Computational Efficiency of Order-Picking Problems.- An Efficient MDS Algorithm for the Analysis of Massive Document Collections.- Approaches and Methods to Security Engineering IV.- (SE-33)Intelligent ID-Based Threshold System by an Encryption and Decryption from Bilinear Pairing.- Development of an Intelligent Information Security Evaluation Indices System for an Enterprise Organization.- A Study on the Centralized Database of the Multi-agents Based Integrated Security Management System for Managing Heterogeneous Firewalls.- Adaptive Modulation and Coding Scheme for Wireless Mobile Communication System.- Performance Analysis of a Antenna Array System Using a New Beamforming Algorithm in the CDMA2000 1X Wireless Communication.- Intelligent Tool for Enterprise Vulnerability Assessment on a Distributed Network Environment Using Nessus and OVAL.- Design and Implementation of SMS Security System for Wireless Environment.- Intelligent Method for Building Security Countermeasures by Applying Dr. T.H. Kim’s Block Model.- Watermaking Applications I.- Print and Generation Copy Image Watermarking Based on Spread Spectrum Technique.- Audio CoFIP (Contents Fingerprinting) Robust Against Collusion Attack.- A Low Cost and Efficient Sign Language Video Transmission System.- A New Watermark Surviving After Re-shooting the Images Displayed on a Screen.- Semi-fragile Watermarking Based on Zernike Moments and Integer Wavelet Transform.- Shadow Watermark Extraction System.- Development of Nearly Lossless Embedding Technology of Contactless Sensible Watermarks for Audio Signals.- SVG-Based Countermeasure to Geometric Attack.- Watermaking Applications II.- Watermarking Protocol Compatible with Secret Algorithms for Resisting Invertibility Attack.- System Architecture Analysis of a Hybrid Watermarking Method.- Audio Secret Sharing for 1-Bit Audio.- Watermarking with Association Rules Alignment.- A Reversible Watermark Scheme Combined with Hash Function and Lossless Compression.- Improved Method of Spread Spectrum Watermarking Techniques Using Pixel-Correlations.- Apply Semi-fragile Watermarking to Authentication of Compressed Video Data.- Multimedia Retrieval I.- An Approach of Multi-level Semantics Abstraction.- Effective Video Scene Detection Approach Based on Cinematic Rules.- 3-DWT Based Motion Suppression for Video Shot Boundary Detection.- Neural Network Based Image Retrieval with Multiple Instance Leaning Techniques.- Shot Type Classification in Sports Video Using Fuzzy Information Granular.- Method for Searching Similar Images Using Quality Index Measurement.- Edge Projection-Based Image Registration.- Automated Information Mining on Multimedia TV News Archives.- Soft Computing Approach to Industrial Engineering.- An Emergency Model of Home Network Environment Based on Genetic Algorithm.- A Distributed Backup Agent Based on Grid Computing Architecture.- A Dynamic Supervising Model Based on Grid Environment.- An Intelligent Extracting Web Content Agent on the Internet.- A Rendering System for Image Extraction from Music and Dance.- Trend of Fuzzy Multivariant Analysis in Management Engineering.- Kansei Engineering for Comfortable Space Management.- Experience Management and Information Systems.- Fuzzy Logic Experience Model in Human Resource Management.- Development of Business Rule Engine and Builder for Manufacture Process Productivity.- Automatic Detection of Failure Patterns Using Data Mining.- Logic Frameworks for Components Integration Process.- Automatic Classification Using Decision Tree and Support Vector Machine.- Opportunity Tree Framework Design for Quality and Delivery of Software Product.- Breeding Value Classification in Manchego Sheep: A Study of Attribute Selection and Construction.- Learning Method for Automatic Acquisition of Translation Knowledge.
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