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Advances in machine learning and cybernetics : 4th international conference, ICMLC 2005, Guangzhou, China, August 18-21, 2005 ; revised selected papers

Author: Zhi-Qiang Liu; Xi-Zhao Wang; Hong Yan; Daniel S Yeung
Publisher: Berlin : Springer, 2006.
Series: Lecture notes in computer science, Lecture notes in artificial intelligence., 3930.
Edition/Format:   Print book : Document   Computer File : EnglishView all editions and formats
Publication:Advances in Machine Learning and Cybernetics.
Summary:

This book constitutes the thoroughly refereed post-proceedings of the 4th International Conference on Machine Learning and Cybernetics, ICMLC 2005, held in Guangzhou, China in August 2005.

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Genre/Form: Conference papers and proceedings
Congresses
Material Type: Document, Internet resource
Document Type: Book, Computer File, Internet Resource
All Authors / Contributors: Zhi-Qiang Liu; Xi-Zhao Wang; Hong Yan; Daniel S Yeung
ISBN: 3540335846 9783540335849
OCLC Number: 254711219
Notes: Literaturangaben.
Description: 1 online resource (XXI, 1110 Seiten) : Illustrationen, Diagramme.
Contents: Agents and Distributed AI.- Backward-Chaining Flexible Planning.- RRF: A Double-Layer Reputation Mechanism with Rating Reputation Considered.- A Vickrey-Type Multi-attribute Auction Model.- Strategy Coordination Approach for Safe Learning About Novel Filtering Strategies in Multi Agent Framework.- Modeling and Design of Agent Grid Based Open Decision Support System.- Negotiating Agent: Concept, Architecture and Communication Model.- Intelligent Control (I).- Particle Filter Method for a Centralized Multisensor System.- Design and Analysis of a Novel Load-Balancing Model Based on Mobile Agent.- Fuzzy Output Tracking Control and Its Application to Guidance Control for Lunar Gravity-Turn.- Motion Planning for Climbing Robot Based on Hybrid Navigation.- Hierarchical Fuzzy Behavior-Based Control Method for Autonomous Mobile Robot Navigation.- Intelligent Control (II).- An LMI Approach to Robust Fault Detection Filter Design for Uncertain State-Delayed Systems.- Input-to-State Stability Analysis of a Class of Interconnected Nonlinear Systems.- Construction and Simulation of the Movable Propeller Turbine Neural Network Model.- Research on the Control and Application of Chaos in an Electrical System.- Data Mining and Knowledge Discovery (I).- Research and Application of Data Mining in Power Plant Process Control and Optimization.- Extended Negative Association Rules and the Corresponding Mining Algorithm.- An Ant Clustering Method for a Dynamic Database.- An Efficient Algorithm for Incremental Mining of Sequential Patterns.- A Clustering Algorithm Based on Density Kernel Extension.- Associative Classification with Prediction Confidence.- Data Mining and Knowledge Discovery (II).- Exploring Query Matrix for Support Pattern Based Classification Learning.- From Clusters to Rules: A Hybrid Framework for Generalized Symbolic Rule Induction.- Trail-and-Error Approach for Determining the Number of Clusters.- Unifying Genetic Algorithm and Clustering Method for Recognizing Activated fMRI Time Series.- Repeating Pattern Discovery from Audio Stream.- A Study on Information Extraction from PDF Files.- Data Mining and Knowledge Discovery (III).- The Study of a Knowledge-Based Constraints Network System (KCNS) for Concurrent Engineering.- Rule Induction for Complete Information Systems in Knowledge Acquisition and Classification.- A Method to Eliminate Incompatible Knowledge and Equivalence Knowledge.- Constructing Ontologies for Sharing Knowledge in Digital Archives.- A Similarity-Aware Multiagent-Based Web Content Management Scheme.- Information Assistant: An Initiative Topic Search Engine.- Improving Retrieval Performance with the Combination of Thesauri and Automatic Relevance Feedback.- Fuzzy Information Processing (I).- Choquet Integrals with Respect to Fuzzy Measure on Fuzzy ?-Algebra.- Robust H??? Control with Pole Placement Constraints for T-S Fuzzy Systems.- A Kind of Fuzzy Genetic Algorithm Based on Rule and Its Performance Research.- The Absolute Additivity and Fuzzy Additivity of Sugeno Integral.- The Axiomatization for 0-Level Universal Logic.- Fuzzy Portfolio Selection Problems Based on Credibility Theory.- Fuzzy Information Processing (II).- Fuzzy Multiple Reference Models Adaptive Control Scheme Study.- Selection of Optimal Technological Innovation Projects Combining Value Engineering with Fuzzy Synthetic Evaluation.- The Hierarchical Fuzzy Evaluation System and Its Application.- A Solution to a System of Linear Equations with Fuzzy Numbers.- Evolutionary Synthesis of Micromachines Using Supervisory Multiobjective Interactive Evolutionary Computation.- Application of Weighted Ideal Point Method to Environmental/Economic Load Dispatch.- Learning and Reasoning (I).- Reasoning the Spatiotemporal Relations Between Time Evolving Indeterminate Regions.- Using Special Structured Fuzzy Measure to Represent Interaction Among IF-THEN Rules.- Novel Nonlinear Signals Separation of Optimized Entropy Based on Adaptive Natural Gradient Learning.- Training Conditional Random Fields with Unlabeled Data and Limited Number of Labeled Examples.- An Effective and Efficient Two Stage Algorithm for Global Optimization.- Learning and Reasoning (II).- Evolutionary Multi-objective Optimization Algorithm with Preference for Mechanical Design.- A New Adaptive Crossover Operator for the Preservation of Useful Schemata.- Refinement of Fuzzy Production Rules by Using a Fuzzy-Neural Approach.- A Particle Swarm Optimization-Based Approach to Tackling Simulation Optimization of Stochastic, Large-Scale and Complex Systems.- Combination of Multiple Nearest Neighbor Classifiers Based on Feature Subset Clustering Method.- Learning and Reasoning (III).- A Statistical Confidence-Based Adaptive Nearest Neighbor Algorithm for Pattern Classification.- Automatic 3D Motion Synthesis with Time-Striding Hidden Markov Model.- Learning from an Incomplete Information System with Continuous-Valued Attributes by a Rough Set Technique.- Reduction of Attributes in Ordinal Decision Systems.- On the Local Reduction of Information System.- Machine Learning Applications (I).- Spectral Analysis of Protein Sequences.- Volatility Patterns of Industrial Stock Price Indices in the Chinese Stock Market.- Data Migration in RAID Based on Stripe Unit Heat.- Distribution Channel Coordination Through Penalty Schemes.- Automatic Keyphrases Extraction from Document Using Neural Network.- A Novel Fuzzy Anomaly Detection Method Based on Clonal Selection Clustering Algorithm.- Machine Learning Applications (II).- An Anti-worm with Balanced Tree Based Spreading Strategy.- EFIS: Evolvable-Neural-Based Fuzzy Inference System and Its Application for Adaptive Network Anomaly Detection.- Fast Detection of Worm Infection for Large-Scale Networks.- Empirical Study on Fusion Methods Using Ensemble of RBFNN for Network Intrusion Detection.- A Covariance Matrix Based Approach to Internet Anomaly Detection.- Use of Linguistic Features in Context-Sensitive Text Classification.- Machine Learning Applications (III).- Using Term Relationships in a Structured Document Retrieval Model Based on Influence Diagrams.- Kernel-Based Metric Adaptation with Pairwise Constraints.- Generating Personalized Answers by Constructing a Question Situation.- A Multi-stage Chinese Collocation Extraction System.- Monitoring Glaucomatous Progression: Classification of Visual Field Measurements Using Stable Reference Data.- Neural Networks and Statistical Learning Methods (I).- A New Intelligent Diagnostic Method for Machine Maintenance.- Prediction of Human Behaviour Using Artificial Neural Networks.- Iterative Learning Controller for Trajectory Tracking Tasks Based on Experience Database.- MGPC Based on Hopfield Network and Its Application in a Thermal Power Unit Load System.- Neural Networks and Statistical Learning Methods (II).- Solving the Minimum Crossing Number Problem Using an Improved Artificial Neural Network.- The Design of a Fuzzy-Neural Network for Ship Collision Avoidance.- A Genetic Algorithm-Based Neural Network Approach for Fault Diagnosis in Hydraulic Servo-Valves.- Sensitivity Analysis of Madalines to Weight Perturbation.- Neural Networks and Statistical Learning Methods (III).- Fault Diagnosis for the Feedwater Heater System of a 300MW Coal-Fired Power Generating Unit Based on RBF Neural Network.- The Application of Modified Hierarchy Genetic Algorithm Based on Adaptive Niches.- Construction of High Precision RBFNN with Low False Alarm for Detecting Flooding Based Denial of Service Attacks Using Stochastic Sensitivity Measure.- Context-Sensitive Kernel Functions: A Distance Function Viewpoint.- A Parallel Genetic Algorithm for Solving the Inverse Problem of Support Vector Machines.- Neural Networks and Statistical Learning Methods (IV).- Short Term Load Forecasting Model Based on Support Vector Machine.- Evaluation of an Efficient Parallel Object Oriented Platform (EPOOP) for Control Intensive Intelligent Applications.- Location of Tropical Cyclone Center with Intelligent Image Processing Technique.- A Hybrid Genetic Algorithm/Particle Swarm Approach for Evaluation of Power Flow in Electric Network.- Pattern Recognition (I).- A Method to Construct the Mapping to the Feature Space for the Dot Product Kernels.- An Edge Detection Method by Combining Fuzzy Logic and Neural Network.- Fast Face Detection Integrating Motion Energy into a Cascade-Structured Classifier.- Adaptive Online Multi-stroke Sketch Recognition Based on Hidden Markov Model.- To Diagnose a Slight and Incipient Fault in a Power Plant Thermal System Based on Symptom Zoom Technology and Fuzzy Pattern Recognition Method.- Mandarin Voice Conversion Using Tone Codebook Mapping.- Pattern Recognition (II).- Continuous Speech Recognition Based on ICA and Geometrical Learning.- Underwater Target Recognition with Sonar Fingerprint.- Multi-stream Articulator Model with Adaptive Reliability Measure for Audio Visual Speech Recognition.- Optical Font Recognition of Chinese Characters Based on Texture Features.- Some Characteristics of Fuzzy Integrals as a Multiple Classifiers Fusion Method.- Vision and Image Processing (I).- Error Concealment Based on Adaptive MRF-MAP Framework.- Spatial Video Watermarking Based on Stability of DC Coefficients.- A Learning-Based Spatial Processing Method for the Detection of Point Targets.- CTFDP: An Affine Invariant Method for Matching Contours.- A De-noising Algorithm of Infrared Image Contrast Enhancement.- Vision and Image Processing (II).- Speckle Suppressing Based on Fuzzy Generalized Morphological Filter.- Research of Vehicle License Plate Location Algorithm Based on Color Features and Plate Processions.- Fast Measuring Particle Size by Using the Information of Particle Boundary and Shape.- A Statistical Image Fusion Scheme for Multi Focus Applications.
Series Title: Lecture notes in computer science, Lecture notes in artificial intelligence., 3930.
Responsibility: Daniel S. Yeung ; Zhi-Qiang Liu ; Xi-Zhao Wang ; Hong Yan (eds.).
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