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”.
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.
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".
Engineering of Ontology and Multi-agent System Design.- Intelligent Multimedia Solution and the Security for the Next Generation Mobile Networks.- Operations Research Based on Soft Computing.- Web Mining and Personalization.- Learning and Soft Computing with Support Vector Machines (SVM) and RBF NNs.- Novel Methods in Evolutionary Computation.- Bioinformatics Using Intelligent and Machine Learning Techniques.- Practical Common Sense Reasoning.- Systems for Large-scale Metadata Extraction and Maintenance.- Soft Computing in Fault Detection and Diagnosis.- Intelligent Feature Recognition and Classification in Astrophysical and Medical Images.- Applications of Machine Learning Concepts.- Neuro-Fuzzy Hybrid Intelligent Industrial Control and Monitoring.- Intelligent Hybrid Systems for Robotics.- Techniques of Computational Intelligence for Affective Computing.- Information Agents on the Internet and Intelligent Web Mining.- Intelligent Information Systems Using Case-Based Reasoning or Search Engineering.- Applications of Computational Intelligence to Signal and Image Processing.- Emergent Global Behaviors of Distributed Intelligent Engineering and Information Systems.- Posters.
Inhaltsverzeichnis
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.
Klappentext
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".
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