Knowledge-based intelligent information and engineering systems : 8th International Conference, KES 2004, Wellington, New Zealand, September 20-25, 2004 : proceedings

著者

• International Conference on Knowledge-Based Intelligent Information and Engineering Systems
• Negoita, Mircea Gh.
• Howlett, Robert J.
• Jain, L. C.

書誌事項

Knowledge-based intelligent information and engineering systems : 8th International Conference, KES 2004, Wellington, New Zealand, September 20-25, 2004 : proceedings

Mircea Gh. Negoita, Robert J. Howlett, Lakhmi C. Jain (eds.)

（Lecture notes in computer science, 3213-3215 . Lecture notes in artificial intelligence）

Springer, c2004

• pt. 1
• pt. 2
• pt. 3

注記

Includes bibliographical references and indexes

内容説明・目次

巻冊次

pt. 3 ISBN 9783540232056

内容説明

We were very pleased to once again extend to the delegates and, we are pleased to th say, our friends the warmest of welcomes to the 8 International Conference on Knowledge-Based Intelligent Information and Engineering Systems at Wellington - stitute of Technology in Wellington, New Zealand. The KES conferences attract a wide range of interest. The broad focus of the c- ference series is the theory and applications of computational intelligence and em- gent technologies. Once purely a research field, intelligent systems have advanced to the point where their abilities have been incorporated into many conventional appli- tion areas. The quest to encapsulate human knowledge and capabilities in domains such as reasoning, problem solving, sensory analysis, and other complex areas has been avidly pursued. This is because it has been demonstrated that these abilities have definite practical applications. The techniques long ago reached the point where they are being exploited to provide commercial advantages for companies and real beneficial effects on profits. KES 2004 provided a valuable mechanism for delegates to obtain a profound view of the latest intelligent systems research into a range of - gorithms, tools and techniques. KES 2004 also gave delegates the chance to come into contact with those applying intelligent systems in diverse commercial areas. The combination of theory and practice represents a uniquely valuable opportunity for - preciating the full spectrum of intelligent-systems activity and the "state of the art".

目次

Engineering of Ontology and Multi-agent System Design.- Implementing EGAP-Based Many-Valued Argument Model for Uncertain Knowledge.- Ontology Revision Using the Concept of Belief Revision.- A Robust Rule-Based Event Management Architecture for Call-Data Records.- Adaptive Agent Integration in Designing Object-Based Multiagent System.- Ontological Representations of Software Patterns.- Intelligent Multimedia Solution and the Security for the Next Generation Mobile Networks.- Dynamic Traffic Grooming and Load Balancing for GMPLS-Centric All Optical Networks.- Probabilistic Model of Traffic Breakdown with Random Propagation of Disturbance for ITS Application.- Novel Symbol Timing Recovery Algorithm for Multi-level Signal.- Development Site Security Process of ISO/IEC TR 15504.- Improving CAM-DH Protocol for Mobile Nodes with Constraint Computational Power.- Space Time Code Representation in Transform Domain.- An Multimedia Database System Using Mobile Indexing Agent in Wireless Network.- Bus Arrival Time Prediction Method for ITS Application.- RRAM Spare Allocation in Semiconductor Manufacturing for Yield Improvement.- A Toolkit for Constructing Virtual Instruments for Augmenting User Interactions and Activities in a Virtual Environment.- Mobility Grouping Scheme to Reduce HLR Traffic in IMT-2000 Networks.- Security Requirements for Software Development.- Operations Research Based on Soft Computing.- Intelligent Control Model of Information Appliances.- Effective Solution of a Portfolio Selection Based on a Block of Shares by a Meta-controlled Boltzmann Machine.- Soft Computing Approach to Books Allocation Strategy for Library.- Analysis of Human Feelings to Colors.- Possibilistic Forecasting Model and Its Application to Analyze the Economy in Japan.- A Proposal of Chaotic Forecasting Method Based on Wavelet Transform.- Fuzzy Multivariant Analysis.- Web Mining and Personalization.- Using Coherent Semantic Subpaths to Derive Emergent Semantics.- Retrieval of Product Reputations from the WWW.- A Logic-Based Approach for Matching User Profiles.- Learning and Soft Computing with Support Vector Machines (SVM) and RBF NNs.- Pose Classification of Car Occupant Using Stereovision and Support Vector Machines.- A Fully Automatic System Recognizing Human Facial Expressions.- A Study of the Radial Basis Function Neural Network Classifiers Using Known Data of Varying Accuracy and Complexity.- Novel Methods in Evolutionary Computation.- Top Down Modelling with Genetic Programming.- A Two Phase Genetic Programming Approach to Object Detection.- Mapping XML Schema to Relations Using Genetic Algorithm.- Diagnosing the Population State in a Genetic Algorithm Using Hamming Distance.- Optimizing a Neural Tree Using Subtree Retraining.- Bioinformatics Using Intelligent and Machine Learning Techniques.- Cluster Analysis of Gene Expression Profiles Using Automatically Extracted Seeds.- Prediction of Plasma Membrane Spanning Region and Topology Using Hidden Markov Model and Neural Network.- Speed Control and Torque Ripple Minimization in Switch Reluctance Motors Using Context Based Brain Emotional Learning.- Practical Common Sense Reasoning.- Reasoning in Practical Situations.- Commonsense Reasoning in and Over Natural Language.- A Library of Behaviors: Implementing Commonsense Reasoning About Mental World.- Handling Default Rules by Autistic Reasoning.- Systems for Large-scale Metadata Extraction and Maintenance.- An Ontology-Driven Approach to Metadata Design in the Mining of Software Process Events.- Knowledge Extraction from Semi-structured Data Based on Fuzzy Techniques.- Managing Ontology Evolution Via Relational Constraints.- Service Customization Supporting an Adaptive Information System.- Soft Computing in Fault Detection and Diagnosis.- Using Design Information to Support Model-Based Fault Diagnosis Tasks.- Fault Detection and Diagnosis Using the Fuzzy Min-Max Neural Network with Rule Extraction.- Refinement of the Diagnosis Process Performed with a Fuzzy Classifier.- ANN-Based Structural Damage Diagnosis Using Measured Vibration Data.- Induction Machine Diagnostic Using Adaptive Neuro Fuzzy Inferencing System.- Intelligent Feature Recognition and Classification in Astrophysical and Medical Images.- Real Time Stokes Inversion Using Multiple Support Vector Regression.- Extracting Stellar Population Parameters of Galaxies from Photometric Data Using Evolution Strategies and Locally Weighted Linear Regression.- Using Evolution Strategies to Find a Dynamical Model of the M81 Triplet.- Automated Classification of Galaxy Images.- Automatic Solar Flare Tracking.- Source Separation Techniques Applied to Astrophysical Maps.- Counting Magnetic Bipoles on the Sun by Polarity Inversion.- Correlation of the He I 1083 nm Line Width and Intensity as a Coronal Hole Identifier.- Automated Recognition of Sunspots on the SOHO/MDI White Light Solar Images.- A Procedure for the Automated Detection of Magnetic Field Inversion in SOHO MDI Magnetograms.- Automatic Detection of Active Regions on Solar Images.- Automatic Detection of Solar Filaments Versus Manual Digitization.- Adaptation of Shape of Dendritic Spines by Genetic Algorithm.- Detection of Dynamical Transitions in Biomedical Signals Using Nonlinear Methods.- Applications of Machine Learning Concepts.- On Retrieval of Lost Functions for Feedforward Neural Networks Using Re-Learning.- Analyzing the Temporal Sequences for Text Categorization.- Prediction of Women's Apparel Sales Using Soft Computing Methods.- A Try for Handling Uncertainties in Spatial Data Mining.- Combining Evidence from Classifiers in Text Categorization.- Predicting the Relationship Between the Size of Training Sample and the Predictive Power of Classifiers.- Topographic Map Formation Employing kMER with Units Deletion Rule.- Neuro-Fuzzy Hybrid Intelligent Industrial Control and Monitoring.- Study on Weld Quality Control of Resistance Spot Welding Using a Neuro-Fuzzy Algorithm.- Exploring Benefits of Neuro Fuzzy Controller with Vehicle Health Monitoring.- Improvement of Low Frequency Oscillation Damping in Power Systems via an Adaptive Critic Based NeuroFuzzy Controller.- Use of Artificial Neural Networks in the Prediction of Kidney Transplant Outcomes.- Intelligent Hybrid Systems for Robotics.- An SoC-Based Context-Aware System Architecture.- An Intelligent Control of Chaos in Lorenz System with a Dynamic Wavelet Network.- Intelligent Robot Control with Personal Digital Assistants Using Fuzzy Logic and Neural Network.- Mobile Robot for Door Opening in a House.- Hybrid Fuzzy-Neural Architecture and Its Application to Time Series Modeling.- Techniques of Computational Intelligence for Affective Computing.- Accelerometer Signal Processing for User Activity Detection.- Neural Network Models for Product Image Design.- Evaluation of Users' Adaptation by Applying LZW Compression Algorithm to Operation Logs.- Study on Segmentation Algorithm for Unconstrained Handwritten Numeral Strings.- Information Agents on the Internet and Intelligent Web Mining.- Wavelet-Based Image Watermarking Using the Genetic Algorithm.- Extraction of Road Information from Guidance Map Images.- Dynamic Customer Profiling Architecture Using High Performance Computing.- Intelligent Information Systems Using Case-Based Reasoning or Search Engineering.- Predicting Business Failure with a Case-Based Reasoning Approach.- Capturing and Applying Lessons Learned During Engineering Equipment Installation.- Case-Based Adaptation for UML Diagram Reuse.- Harmonic Identification for Active Power Filters Via Adaptive Tabu Search Method.- Active Power Filter Design by a Simple Heuristic Search.- Stochastic Local Search for Incremental SAT and Incremental MAX-SAT.- Finite Convergence and Performance Evaluation of Adaptive Tabu Search.- Applications of Computational Intelligence to Signal and Image Processing.- Knowledge-Based Method to Recognize Objects in Geo-Images.- Fast Design of 2-D Narrow Bandstop FIR Filters for Image Enhancement.- Fast Design of Optimal Comb FIR Filters.- Artificial Intelligence Methods in Diagnostics of the Pathological Speech Signals.- Intelligent Sub-patch Texture Synthesis Algorithm for Smart Camera.- Exploration of Image Features for Describing Visual Impressions of Black Fabrics.- Emergent Global Behaviors of Distributed Intelligent Engineering and Information Systems.- Distributed Resource Allocation via Local Choices: General Model and a Basic Solution.- Behaviour Profiling Based on Psychological Data and Emotional States.- Extension of Multiagent Data Mining for Distributed Databases.- Agent-Based Approach to Conference Information Management.- Mining Frequency Pattern from Mobile Users.- Semi-supervised Learning from Unbalanced Labeled Data - An Improvement.- Posters.- Handling Emergent Resource Use Oscillations.- A Practical Timetabling Algorithm for College Lecture-Timetable Scheduling.- Java Bytecode-to-.NET MSIL Translator for Construction of Platform Independent Information Systems.- A Scale and Viewing Point Invariant Pose Estimation.- A Novel Image Preprocessing by Evolvable Neural Network.- Transition Properties of Higher Order Associative Memory of Sequential Patterns.- Morphological Blob-Mura Defect Detection Method for TFT-LCD Panel Inspection.- A Recommendation System for Intelligent User Interface: Collaborative Filtering Approach.- Fast Half Pixel Motion Estimation Based on the Spatial Correlation.- A New Vertex Selection Scheme Using Curvature Information.

巻冊次

pt. 2 ISBN 9783540232063

内容説明

We were very pleased to once again extend to the delegates and, we are pleased to th say, our friends the warmest of welcomes to the 8 International Conference on Knowledge-Based Intelligent Information and Engineering Systems at Wellington - stitute of Technology in Wellington, New Zealand. The KES conferences attract a wide range of interest. The broad focus of the c- ference series is the theory and applications of computational intelligence and em- gent technologies. Once purely a research field, intelligent systems have advanced to the point where their abilities have been incorporated into many conventional appli- tion areas. The quest to encapsulate human knowledge and capabilities in domains such as reasoning, problem solving, sensory analysis, and other complex areas has been avidly pursued. This is because it has been demonstrated that these abilities have definite practical applications. The techniques long ago reached the point where they are being exploited to provide commercial advantages for companies and real beneficial effects on profits. KES 2004 provided a valuable mechanism for delegates to obtain a profound view of the latest intelligent systems research into a range of - gorithms, tools and techniques. KES 2004 also gave delegates the chance to come into contact with those applying intelligent systems in diverse commercial areas. The combination of theory and practice represents a uniquely valuable opportunity for - preciating the full spectrum of intelligent-systems activity and the "state of the art".

目次

Methods of Computational Intelligence with Applications for Product Development and Human Resource Recruitment.- Integration of Psychology, Artificial Intelligence and Soft Computing for Recruitment and Benchmarking of Salespersons.- FHP: Functional Heuristic Planning.- Planning with Recursive Subgoals.- Development of a Generic Computer Aided Deductive Algorithm for Process Parameter Design.- Epistemic Logic and Planning.- Tatari: An Open Source Software Tool for the Development and Evaluation of Recommender System Algorithms.- DCPP: Knowledge Representation for Planning Processes.- An IS Framework to Support the Collaborative Design of Supply Chains.- Knowledge-Based Interface Systems.- A New Similarity Evaluation Function for Writer Recognition of Chinese Character.- Development of Teaching Materials Which Dynamically Change in Learning Process.- Analog VLSI Layout Design of Motion Detection for Artificial Vision Model.- Development of High-Precise and No-Contacting Capacitance Measuring System Using Dipmeter.- Similarity of Documents Using Reconfiguration of Thesaurus.- On Refractory Parameter of Chaotic Neurons in Incremental Learning.- Automatic Virtualization of Real Object Based on Shape Knowledge in Mixed Reality.- Generation of Virtual Image from Multiple View Point Image Database.- Correlation Computations for Movement Detection in Neural Networks.- Intelligent Human Computer Interaction Systems.- Information Acquisition Using Chat Environment for Question Answering.- Design and Implementation of Natural Language Interface for Impression-Based Music-Retrieval Systems.- InTREND: An Interactive Tool for Reflective Data Exploration Through Natural Discourse.- Using Mitate-shi Related to the CONTAINER Schema for Detecting the Container-for-Contents Metonymy.- Character Learning System Using Inter-stroke Information.- Construction of Conscious Model Using Reinforcement Learning.- Advice Recording Method for a Lesson with Computers.- Acquiring After-Sales Knowledge from Human Motions.- Emotion Analyzing Method Using Physiological State.- Posters.- A Lyapunov Function Based Direct Model Reference Adaptive Fuzzy Control.- Semi-automatic Video Object Segmentation Method Based on User Assistance and Object Tracking.- Design and Evaluation of a Scale Patching Technique for VOD Servers.- Optimal Gabor Encoding Scheme for Face Recognition Using Genetic Algorithm.- T-shape Diamond Search Pattern for New Fast Block Matching Motion Estimation.- Motion Estimation Using Cross Center-Biased Distribution and Spatio-Temporal Correlation of Motion Vector.- A Fast Motion Estimation Using Prediction of Motion Estimation Error.- Ontology Revision Using the Concept of Belief Revision.- Novelty in the Generation of Initial Population for Genetic Algorithms.- Framework for Personalized e-Mediator.- Advances in Intelligent Data Processing Techniques and Applications.- Weightless Neural Networks for Typing Biometrics Authentication.- Intelligent Pressure-Based Typing Biometrics System.- Classifiers for Sonar Target Differentiation.- Design and Development of Intelligent Fingerprint-Based Security System.- Weightless Neural Networks: A Comparison Between the Discriminator and the Deterministic Adaptive RAM Network.- Extracting Biochemical Reaction Kinetics from Time Series Data.- PCA and ICA Based Signal and Image Processing.- Image Feature Representation by the Subspace of Nonlinear PCA.- Improving ICA Performance for Modeling Image Appearance with the Kernel Trick.- Random Independent Subspace for Face Recognition.- An RDWT Based Logo Watermark Embedding Scheme with Independent Component Analysis Detection.- Real-Time Independent Component Analysis Based on Gradient Learning with Simultaneous Perturbation Stochastic Approximation.- Intelligent Data Processing in Process Systems and Plants.- Extraction Operation Know-How from Historical Operation Data.- Handling Qualitative Aspects of Human Knowledge in Diagnosis.- Qualitative Analysis for Detection of Stiction in Control Valves.- Agent-Based Batch Process Control Systems.- Acquisition of AGV Control Rules Using Profit Sharing Method and Evaluation of the Rules.- Dynamic Acquisition of Models for Multiagent-Oriented Simulation of Micro Chemical Processes.- Acquisition of Engineering Knowledge on Design of Industrial Cleaning System through IDEF0 Activity Model.- Intelligent Systems for Spatial Information Processing and Imaging.- Exchanging Generalised Maps Across the Internet.- Adaptive Spatial Data Processing System (ASDPS).- Modified ASDPS for Geochemical Data Processing.- Gravity Data Processing Using ASDPS.- Remote Sensing Image Processing Using MCDF.- Coarse-Grained Parallel Algorithms for Spatial Data Partition and Join Processing.- Image Processing and Intelligent Information Applications.- Multi-agents for Decision Support.- Dynamic Scheduling Using Multiagent Architecture.- Using Consensus Ensembles to Identify Suspect Data.- Fuzzy Analysis of X-Ray Images for Automated Disease Examination.- New Background Speaker Models and Experiments on the ANDOSL Speech Corpus.- Immunity-Based Systems and Approaches.- An Approach for Self-repair in Distributed System Using Immunity-Based Diagnostic Mobile Agents.- Artificial Immune System for Personal Identification with Finger Vein Pattern.- A Switching Memory Strategy in an Immune Network Model.- A Process Algebra Model of the Immune System.- Mechanism for Generating Immunity-Based Agents that Detect Masqueraders.- Machine and Computer Vision, Neural Networks, Intelligent Web Mining and Applications.- False Alarm Filter in Neural Networks for Multiclass Object Detection.- iJADE Scene Segmentator - A Real-Time Scene Segmentation System Using Watershed-Based Neuro-Oscillatory Network.- Visual Tracking by Using Kalman Gradient Vector Flow (KGVF) Snakes.- Chart Patterns Recognition and Forecast Using Wavelet and Radial Basis Function Network.- Appearance-Based Face Recognition Using Aggregated 2D Gabor Features.- Ontology-Based Web Agents Using Concept Description Flow.- Web Page Recommendation Model for Web Personalization.- iJADE Face Recognizer - A Multi-agent Based Pose and Scale Invariant Human Face Recognition System.- Neural Networks for Data Mining.- Piecewise Multivariate Polynomials Using a Four-Layer Perceptron.- Learning an Evaluation Function for Shogi from Data of Games.- Extended Parametric Mixture Model for Robust Multi-labeled Text Categorization.- Visualization of Anomaly Using Mixture Model.- Obtaining Shape from Scanning Electron Microscope Using Hopfield Neural Network.- Neural Networks as Universal Approximators and Paradigms for Information Processing - Theoretical Developments and Applications.- Speech Recognition for Emotions with Neural Network: A Design Approach.- Neuro-Genetic Approach for Bankruptcy Prediction Modeling.- Design of a Robust and Adaptive Wavelet Neural Network for Control of Three Phase Boost Rectifiers.- The Comparison of Characteristics of 2-DOF PID Controllers and Intelligent Tuning for a Gas Turbine Generating Plant.- Bankruptcy Prediction Modeling Using Multiple Neural Network Models.- Interpreting the Output of Certain Neural Networks as Almost Unique Probability.- A Stochastic Model of Neural Computing.- Theoretical Developments and Applications of Fuzzy Techniques and Systems.- Classification of Fuzzy Data in Database Management System.- An Efficient Fuzzy Method for Handwritten Character Recognition.- The GA_NN_FL Associated Model for Authenticating Fingerprints.- Fuzzy Modeling of Zero Moment Point Trajectory for a Biped Walking Robot.- Adaptive Resource Scheduling for Workflows Considering Competence and Preference.- Analysis of Chaotic Mapping in Recurrent Fuzzy Rule Bases.- Highly Reliable Applications of Fuzzy Engineering.- Damping Enhancement in Power Systems Using a Robust Fuzzy Sliding Mode Based PSS Controller.- Design of a Robust and Adaptive Reinforcement Learning Based SVC Controller for Damping Enhancement in Power Systems.- A Rule-based Approach for Fuzzy Overhaul Scheduling.- Fuzzy Kolmogorov's Network.- Fuzzy Selection Mechanism for Multimodel Prediction.- Efficient Approximate Reasoning with Positive and Negative Information.- Chance Discovery.- Chance Discovery as Novel Empathy with TV Programs.- Enhancing Chance Discovery: Dimensions, Strategies and Tools.- Consumer Behavior Analysis by Graph Mining Technique.- A Chance Discovery Process to Understanding Spiral Behaviors of Consumers.- Nursing Risk Prediction as Chance Discovery.- Exploring Collaboration Topics from Documented Foresights of Experts.- Condensation and Picture Annotations of Scenario Map for Consensus in Scenario Mining.- Emergence of Product Value from On-line Communications.- Emerging Scenarios by Using DDM: A Case Study for Japanese Comic Marketing.- Intelligent Cooperative Work.- A Mobile Clickstream Time Zone Analysis: Implications for Real-Time Mobile Collaboration.- Interpretation of Emotionally Expressive Characters in an Intercultural Communication.- Development and Evaluation of an Intercultural Synchronous Collaboration System.- A Proposal of Knowledge Creative Groupware for Seamless Knowledge.- comDesk: A Cooperative Assistance Tool Based on P2P Techniques.- Development of an Emotional Chat System Using Sense of Touch and Face Mark.- Dual Communication System Using Wired and Wireless Correspondence in a Small Space.- The Beijing Explorer: Two-way Location Aware Guidance System.- Development of a System for Learning Ecology Using 3D Graphics and XML.- Practice of Linux Lesson in Blended Learning.- Requisites for Talented People in Industry and the Method of Education.- Logic Based Intelligent Information Systems.- Para-Fuzzy Logic Controller.- Paraconsistent Artificial Neural Networks: An Introduction.- The Study of the Effectiveness Using the Expanded Neural Network in System Identification.- A Paraconsistent Logic Program Based Control for a Discrete Event Cat and Mouse.- EVALPSN Based Railway Interlocking Simulator.- Learning by Back-Propagating Output Correlation in Winner-takes-all and Auto-associative Networks.- Similarity Measures for Content-Based Multimedia Retrieval.- Content-Based Video Retrieval Using Moving Objects' Trajectories.- Content-Based Image Retrieval Using Multiple Representations.- Similarity of Medical Images Computed from Global Feature Vectors for Content-Based Retrieval.- Similarity: Measurement, Ordering and Betweenness.- Engineering of Intelligent Systems-Components and Activities.- Qualitative Model for Quality Control in Production.- A Functional Language for Mobile Agents with Dynamic Extension.- Verifying Clinical Criteria for Parkinsonian Disorders with CART Decision Trees.- Improving Classification Accuracy Using Cellular Automata.- Using Web Services and Semantic Web for Producing Intelligent Context-Aware Services.- Internationalization Content in Intelligent Systems - How to Teach it?.- Intelligent System Design.- Recognizing Frontal Faces Using Neural Networks.- Identification of the Multi-layered Neural Networks by Revised GMDH-Type Neural Network Algorithm with PSS Criterion.- Detection of Transition of Various Time Series Model Using BP Neural Networks.- A Pattern Generator for Multiple Periodic Signals Using Recurrent Neural Networks.- Identification of Number of Brain Signal Sources Using BP Neural Networks.- Knowledge-Based Intelligent Systems for Health Care.- Development of Coronary Heart Disease Database.- Extraction of Rules from Coronary Heart Disease Database Using Automatically Defined Groups.- Immune Multi Agent Neural Network and Its Application to the Coronary Heart Disease Database.- FESMI: A Fuzzy Expert System for Diagnosis and Treatment of Male Impotence.- Disease Diagnosis Support System Using Rules, Neural Network and Fuzzy Logic.- Partial Merging of Semi-structured Knowledgebases.- Emotion Oriented Intelligent System for Elderly People.- Multi-modal Data Fusion: A Description.- Multiagent Systems: Ontologies and Conflicts Resolution.- Null Values and Chase in Distributed Information Systems.- Soft Implementations of Epistemic Satisfaction Relations in Communicative Cognitive Agents.- Multi-agent Web Recommendation Method Based on Indirect Association Rules.- Migration Mechanisms for Multi-class Objects in Multiagent Systems.- A Distributed Model for Institutions in Open Multi-agent Systems.- Deriving Consensus for Conflict Situations with Respect to Its Susceptibility.- A Collaborative Multi-agent Based Workflow System.- A Subjective Logic-Based Framework for Aligning Multiple Ontologies.- Operations Research for Intelligent Systems.- When to Stop Range Process - An Expanded State Space Approach.- A Nondeterministic Dynamic Programming Model.- Toward the Development of an Auto-poietic Multi-agent Simulator.- A Mean Estimation of Fuzzy Numbers by Evaluation Measures.- An Objective Function Based on Fuzzy Preferences in Dynamic Decision Making.- Intelligent Data Analysis and Application.- An Efficient Clustering Algorithm for Patterns Placement in Walkthrough System.- Distance Preserving Mapping from Categories to Numbers for Indexing.- An Evolutionary Clustering Method for Part Family Formation with Multiple Process Plans.- Design the Hardware of Genetic Algorithm for TSP and MSA.- Robust Bayesian Learning with Domain Heuristics for Missing Data.- OLAM Cube Selection in On-Line Multidimensional Association Rules Mining System.- Mining Fuzzy Association Rules with Multiple Minimum Supports Using Maximum Constraints.

巻冊次

pt. 1 ISBN 9783540233183

内容説明

We were very pleased to once again extend to the delegates and, we are pleased to th say, our friends the warmest of welcomes to the 8 International Conference on Knowledge-Based Intelligent Information and Engineering Systems at Wellington - stitute of Technology in Wellington, New Zealand. The KES conferences attract a wide range of interest. The broad focus of the c- ference series is the theory and applications of computational intelligence and em- gent technologies. Once purely a research field, intelligent systems have advanced to the point where their abilities have been incorporated into many conventional appli- tion areas. The quest to encapsulate human knowledge and capabilities in domains such as reasoning, problem solving, sensory analysis, and other complex areas has been avidly pursued. This is because it has been demonstrated that these abilities have definite practical applications. The techniques long ago reached the point where they are being exploited to provide commercial advantages for companies and real beneficial effects on profits. KES 2004 provided a valuable mechanism for delegates to obtain a profound view of the latest intelligent systems research into a range of - gorithms, tools and techniques. KES 2004 also gave delegates the chance to come into contact with those applying intelligent systems in diverse commercial areas. The combination of theory and practice represents a uniquely valuable opportunity for - preciating the full spectrum of intelligent-systems activity and the "state of the art".

目次

Keynote Lecturers.- Web Intelligence, World Knowledge and Fuzzy Logic - The Concept of Web IQ (WIQ).- Industrial Applications of Evolvable Hardware.- Equilibrium Modelling of Oligonucleotide Hybridization, Error, and Efficiency for DNA-Based Computational Systems.- Chance Discovery with Emergence of Future Scenarios.- Brain-Inspired SOR Network and Its Application to Trailer Track Back-up Control.- Dual Stream Artificial Neural Networks.- Session Papers.- Improving the Quality of Semantic Retrieval in DNA-Based Memories with Learning.- Conceptual and Contextual DNA-Based Memory.- Semantic Model for Artificial Intelligence Based on Molecular Computing.- The Fidelity of the Tag-Antitag System III. Robustness in the Excess Limit: The Stringent Temperature.- Robust PID Controller Tuning Using Multiobjective Optimization Based on Clonal Selection of Immune Algorithm.- Intelligent Tuning of PID Controller with Robust Disturbance Rejection Function Using Immune Algorithm.- The Block Hidden Markov Model for Biological Sequence Analysis.- Innovations in Intelligent Agents and Applications.- An Intelligent Aircraft Landing Support System.- Teaming Humans and Agents in a Simulated World.- Contextual-Knowledge Management in Peer to Peer Computing.- Collaborating Agents in Distributed Networks and Emergence of Collective Knowledge.- Intelligent Decision Making in Information Retrieval.- Innovations in Intelligent Agents, Web and Their Applications.- Novel Intelligent Agent-Based System for Study of Trade.- Testing of Multi-agent-based System in Ubiquitous Computing Environment.- Helping Users Customize Their Pedagogical Agents: Issues, Approaches and Examples.- Intelligent Web Site: Understanding the Visitor Behavior.- Mining Transformed Data Sets.- Personalized Multilingual Web Content Mining.- Intelligent Multimedia Information Retrieval for Identifying and Rating Adult Images.- Using Domain Knowledge to Learn from Heterogeneous Distributed Databases.- A Peer-to-Peer Approach to Parallel Association Rule Mining.- FIT: A Fast Algorithm for Discovering Frequent Itemsets in Large Databases.- Frequency-Incorporated Interdependency Rules Mining in Spatiotemporal Databases.- Theoretical Considerations of Multiple Particle Filters for Simultaneous Localisation and Map-Building.- Continuous Walking Over Various Terrains - A Walking Control Algorithm for a 12-DOF Locomotion Interface.- Vision Controlled Humanoid Robot Tool-Kit.- Modular Mechatronic Robotic Plug-and-Play Controller.- The Correspondence Problem in Topological Metric Mapping - Using Absolute Metric Maps to Close Cycles.- Developing a "Virtual Student" Model to Test the Tutor and Optimiser Agents in an ITS.- Considering Different Learning Styles when Transferring Problem Solving Strategies from Expert to End Users.- ULMM: A Uniform Logic Modeling Method in Intelligent Tutoring Systems.- Mining Positive and Negative Fuzzy Association Rules.- An Adaptation Framework for Web Based Learning System.- Ontologies for Creating Learning Object Content.- PASS: An Expert System with Certainty Factors for Predicting Student Success.- Student Modeling in Design Pattern ITS.- Supporting Self-Explanation in an Open-Ended Domain.- Evaluation of the IRORI: A Cyber-Space that Catalyzes Face-to-Face Informal Communication.- Information Sharing System Based on Location in Consideration of Privacy for Knowledge Creation.- A Method of Extracting Topic Threads Towards Facilitating Knowledge Creation in Chat Conversations.- Support System for a Person with Intellectual Handicap from the Viewpoint of Universal Design of Knowledge.- Intelligent Conversational Channel for Learning Social Knowledge Among Communities.- An Algorithm for Avoiding Paradoxical Arguments Among the Multi-agent in the Discourse Communicator.- Gallery: In Support of Human Memory.- Evaluation of the Communication Atmosphere.- A Method for Estimating Whether a User is in Smooth Communication with an Interactive Agent in Human-Agent Interaction.- A Meaning Acquisition Model Which Induces and Utilizes Human's Adaptation.- Video Content Manipulation by Means of Content Annotation and Nonsymbolic Gestural Interfaces.- Structural Analysis of Instruction Utterances Using Linguistic and Visual Information.- Video Contents Acquisition and Editing for Conversation Scene.- Video-Based Interactive Media for Gently Giving Instructions.- Real-Time Human Proxy: An Avatar-Based Interaction System.- Reliability and Convergence on Kohonen Maps: An Empirical Study.- A New Trial for Improving the Traditional Technical Analysis in the Stock Markets.- Prediction of Business Failure by Total Margin Support Vector Machines.- Tick-Wise Predictions of Foreign Exchange Rates.- A Rule-Based System for eCommerce Applications.- Analyzing Dynamics of a Supply Chain Using Logic-Based Genetic Programming.- From Gaming Simulation to Case Method -Empirical Study on Business Game Development and Evaluation.- A Study of Constructing Automatic Updating System for Government Web Pages.- Efficient Program Verification Using Binary Trees and Program Slicing.- An Efficient Learning System for Knowledge of Asset Management.- Extracting Purchase Patterns in Convenience Store E-Commerce Market Using Customer Cube Analysis.- A Study of Knowledge Extraction from Free Text Data in Customer Satisfaction Survey.- Network Information Mining for Content Delivery Route Control in P2P Network.- A Method of Customer Intention Management for a My-Page System.- New Hierarchy Technique Using Co-Occurrence Word Information.- A New Method of Detecting Time Expressions for E-mail Messages.- A New Classification Method of Determining the Speaker's Intention for Sentences in Conversation.- A Fast Dynamic Method Using Memory Management.- A Method of Extracting and Evaluating Popularity and Unpopularity for Natural Language Expressions.- Evaluating a Case-Based Reasoner for Clinical Decision Support.- Early Detection of Breast Cancer Using Mathematical Morphology.- Diagnosis of Cervical Cancer Using Hybrid Multilayered Perceptron (HMLP) Network.- Mammographic Image and Breast Ultrasound Based Expert System for Breast Diseases.- A Study on Nonparametric Classifiers for a CAD System of Diffuse Lung Opacities in Thin-Section Computed Tomography Images.- Recognition of Grouping Areas in Trademarks Considering Proximity and Shape Similarity.- Multidimensional Visualization and Navigation in Search Results.- A Hybrid Learning Approach for TV Program Personalization.- An Adaptive-Learning Distributed File System.- Review of Coding Techniques Applied to Remote Sensing.- Efficient and Effective Tropical Cyclone Eye Fix Using Genetic Algorithms.- Spectral Unmixing Through Gaussian Synapse ANNs in Hyperspectral Images.- A Hyperspectral Based Multisensor System for Marine Oil Spill Detection, Analysis and Tracking.- Some Experiments on Ensembles of Neural Networks for Hyperspectral Image Classification.- A Modular Approach to Real-Time Sensorial Fusion Systems.- Feature Extraction by Linear Spectral Unmixing.- Decision Support System on the Grid.- Representing Knowledge in Controlled Natural Language: A Case Study.- Supporting Smart Applications in Multihop Ad-hoc Networks.- A Heuristic for Efficient Broadcasting in the Metropolitan Ad hoc Network.- ADS as Information Management Service in an M-Learning Environment.- Noise Reduction in Audio Employing Spectral Unpredictability Measure and Neural Net.- Forming and Ranking Musical Rhythm Hypotheses.- A Comparison of Two Approaches to Data Mining from Imbalanced Data.- Measuring Acceptance of Intelligent System Models.- Rough Set Based Image Texture Recognition Algorithm.- Sets of Communicating Sequential Processes.A Topological Rough Set Framework.- Robust System Identification Using Neural Networks.- A Consideration on the Learning Behaviors of the HSLA Under the Nonstationary Multiteacher Environment and Their Application to Simulation and Gaming.- Genetic Lips Extraction Method with Flexible Search Domain Control.- Medical Diagnosis System Using the Intelligent Fuzzy Systems.- Music Compression System Using the GA.- Effects of Chaotic Exploration on Reinforcement Maze Learning.- Face Search by Neural Network Based Skin Color Threshold Method.- Face Edge Detection System by Using the GAs.- A Feature Extraction of EEG with Individual Characteristics.- Proposal of Neural Recognition with Gaussian Function and Discussion for Rejection Capabilities to Unknown Currencies.- Development of DSP Unit for Online Tuning and Application to Neural Pattern Recognition System.- Face Identification Based on Ellipse Parameter Independent of Varying Facial Pose and Lighting Condition.- Object Extraction System by Using the Evolutionaly Computations.- Wrist EMG Pattern Recognition System by Neural Networks and Multiple Principal Component Analysis.- Age Classification from Face Images Focusing on Edge Information.- Why Do Machine Learning Based Techniques Fail to Accelerate the Evolution of Neural Networks? Is the Long Bitlength or the Nature of Neural Net Chromosomes to Blame?.- An Optimizer Agent that Empowers an ITS System to "on-the-fly" Modify its Teaching Strategies.- A Constraint-Based Optimization Mechanism for Patient Satisfaction.- Optimizing Beam Pattern of Adaptively Linear Array Antenna by Phase Perturbations Using Genetic Algorithms.- The Optimal Airline Overbooking Strategy Under Uncertainties.- Determination of Packet Priority by Genetic Algorithm in the Packet Switching Networks.- A New Encoding for the Degree Constrained Minimum Spanning Tree Problem.- Towards Cortex Sized Artificial Nervous Systems.- A Memory Model Based on Dynamical Behavior of the Hippocampus.- Analysis of Limit-Cycles on Neural Networks with Asymmetrical Cyclic Connections Using Approximately Activation Functions.- Inverse Function Delayed Model for Optimization Problems.- Switched-Capacitor Large-Scale Chaotic Neuro-Computer Prototype and Chaotic Search Dynamics.- A Convolutional Neural Network VLSI Architecture Using Thresholding and Weight Decomposition.- Pulse Codings of a Spiking Neuron Having Quantized State.- Design of Single Electron Circuitry for a Stochastic Logic Neural Network.- An Improved Time Series Prediction Scheme Using Fuzzy Logic Inference.- Fuzzy Classification of Secretory Signals in Proteins Encoded by the Plasmodium falciparum Genome.- Web Users' Classification Using Fuzzy Neural Network.- Enhancing Generalization Capability of SVM Classifiers with Feature Weight Adjustment.- GREN-Networks in WDI-Based Analysis of State Economies.- Learning Pseudo Metric for Multimedia Data Classification and Retrieval.- Projection Learning Based Kernel Machine Design Using Series of Monotone Increasing Reproducing Kernel Hilbert Spaces.- Combination of Weak Evidences by D-S Theory for Person Recognition.- Time-Frequency Decomposition in Gesture Recognition System Using Accelerometer.- A Method of Belief Base Revision for Extended Logic Programs Based on State Transition Diagrams.- Monotonic and Nonmonotonic Reasoning in Zoom Reasoning Systems.- An Exoskeleton for Human Shoulder Rotation Motion Assist.- Networked Intelligent Robots by Ontological Neural Networks.- Some Emergences of Mobiligence in the Pursuit Game.- Use of Successful Policies to Relearn for Induced States of Failure in Reinforcement Learning.- A Perceptual System for a Vision-Based Mobile Robot Under Office Automation Floors.- Performance Evaluation of a Distributed Genetic Algorithm with Cellular Structures on Function Optimization Problems.- On-Line Update of Situation Assessment Based on Asynchronous Data Streams.- Mobility Management for Personal Agents in the All-mobile Network.- A Multi-agent Perspective on Data Integration Architectural Design.- Identification of Structural Characteristics in Product Spectra.- Policies, Rules and Their Engines: What do They Mean for SLAs?.- Forecasting on Complex Datasets with Association Rules.- Using a Multi-agent Architecture to Manage Knowledge in the Software Maintenance Process.- Evolution Strategies Based Particle Filters for Nonlinear State Estimation.- Coordination in Multiagent Reinforcement Learning Systems.- Measurement of Shaft Vibration Using Ultrasonic Sensor in Sump Pump Systems.- Behavior Learning of Autonomous Agents in Continuous State Using Function Approximation.- Some Experiences with Change Detection in Dynamical Systems.- The KAMET II Approach for Knowledge-Based System Construction.- A Recursive Component Boundary Algorithm to Reduce Recovery Time for Microreboots.- Electric Power System Anomaly Detection Using Neural Networks.- Capturing and Applying Lessons Learned During Engineering Equipment Installation.- Moving Towards a New Era of Intelligent Protection Through Digital Relaying in Power Systems.- Capacitor Switching Control Using a Decision Table for a 115-kV Power Transmission System in Thailand.

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詳細情報

• NII書誌ID(NCID): BA68896056
• ISBN:
  • 3540233180
  • 3540232060
  • 3540232052
• LCCN: 2004112584
• 出版国コード: gw
• タイトル言語コード: eng
• 本文言語コード: eng
• 出版地: Berlin
• ページ数/冊数: 3 v.
• 大きさ: 24 cm
• 親書誌ID:
  • BA00009279