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Advances in Machine Learning and Cybernetics: 4th International Conference, ICMLC 2005, Guangzhou, China, August 18-21, 2005, Revised Selected Papers Book

Advances in Machine Learning and Cybernetics: 4th International Conference, ICMLC 2005, Guangzhou, China, August 18-21, 2005, Revised Selected Papers
Advances in Machine Learning and Cybernetics: 4th International Conference, ICMLC 2005, Guangzhou, China, August 18-21, 2005, Revised Selected Papers, 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. The 114 revised full papers of this volume are organized in topica, Advances in Machine Learning and Cybernetics: 4th International Conference, ICMLC 2005, Guangzhou, China, August 18-21, 2005, Revised Selected Papers has a rating of 3 stars
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Advances in Machine Learning and Cybernetics: 4th International Conference, ICMLC 2005, Guangzhou, China, August 18-21, 2005, Revised Selected Papers, 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. The 114 revised full papers of this volume are organized in topica, Advances in Machine Learning and Cybernetics: 4th International Conference, ICMLC 2005, Guangzhou, China, August 18-21, 2005, Revised Selected Papers
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  • Advances in Machine Learning and Cybernetics: 4th International Conference, ICMLC 2005, Guangzhou, China, August 18-21, 2005, Revised Selected Papers
  • Written by author Daniel S. Yeung
  • Published by Springer-Verlag New York, LLC, May 2006
  • 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. The 114 revised full papers of this volume are organized in topica
  • 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.The 114 revised full papers of this volume were carefully review
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Backward-chaining flexible planning1
RRF : a double-layer reputation mechanism with rating reputation considered11
A Vickrey-type multi-attribute auction model21
Strategy coordination approach for safe learning about novel filtering strategies in multi agent framework30
Modeling and design of agent grid based open decision support system43
Negotiating agent : concept, architecture and communication model53
Particle filter method for a centralized multisensor system64
Design and analysis of a novel load-balancing model based on mobile agent70
Fuzzy output tracking control and its application to guidance control for lunar gravity-turn81
Motion planning for climbing robot based on hybrid navigation91
Hierarchical fuzzy behavior-based control method for autonomous mobile robot navigation101
An LMI approach to robust fault detection filter design for uncertain state-delayed systems112
Input-to-state stability analysis of a class of interconnected nonlinear systems122
Construction and simulation of the movable propeller turbine neural network model133
Research on the control and application of chaos in an electrical system142
Research and application of data mining in power plant process control and optimization149
Extended negative association rules and the corresponding mining algorithm159
An ant clustering method for a dynamic database169
An efficient algorithm for incremental mining of sequential patterns179
A clustering algorithm based on density kernel extension189
Associative classification with prediction confidence199
Exploring query matrix for support pattern based classification learning209
From clusters to rules : a hybrid framework for generalized symbolic rule induction219
Trail-and-error approach for determining the number of clusters229
Unifying genetic algorithm and clustering method for recognizing activated fMRI time series239
Repeating pattern discovery from audio stream249
A study on information extraction from PDF files258
The study of a knowledge-based constraints network system (KCNS) for concurrent engineering268
Rule induction for complete information systems in knowledge acquisition and classification278
A method to eliminate incompatible knowledge and equivalence knowledge285
Constructing ontologies for sharing knowledge in digital archives295
A similarity-aware multiagent-based Web content management scheme305
Information assistant : an initiative topic search engine315
Improving retrieval performance with the combination of thesauri and automatic relevance feedback322
Choquet integrals with respect to fuzzy measure on fuzzy [sigma]-algebra329
Robust H[subscript [infinity]] control with pole placement constraints for T-S fuzzy systems338
A kind of fuzzy genetic algorithm based on rule and its performance research347
The absolute additivity and fuzzy additivity of Sugeno integral358
The axiomatization for 0-level universal logic367
Fuzzy portfolio selection problems based on credibility theory377
Fuzzy multiple reference models adaptive control scheme study387
Selection of optimal technological innovation projects combining value engineering with fuzzy synthetic evaluation397
The hierarchical fuzzy evaluation system and its application407
A solution to a system of linear equations with fuzzy numbers417
Evolutionary synthesis of micromachines using supervisory multiobjective interactive evolutionary computation428
Application of weighted ideal point method to environmental/economic load dispatch438
Reasoning the spatiotemporal relations between time evolving indeterminate regions448
Using special structured fuzzy measure to represent interaction among IF-THEN rules459
Novel nonlinear signals separation of optimized entropy based on adaptive natural gradient learning467
Training conditional random fields with unlabeled data and limited number of labeled examples477
An effective and efficient two stage algorithm for global optimization487
Evolutionary multi-objective optimization algorithm with preference for mechanical design497
A new adaptive crossover operator for the preservation of useful schemata507
Refinement of fuzzy production rules by using a fuzzy-neural approach517
A particle swarm optimization-based approach to tackling simulation optimization of stochastic, large-scale and complex systems528
Combination of multiple nearest neighbor classifiers based on feature subset clustering method538
A statistical confidence-based adaptive nearest neighbor algorithm for pattern classification548
Automatic 3D motion synthesis with time-striding hidden Markov model558
Learning from an incomplete information system with continuous-valued attributes by a rough set technique568
Reduction of attributes in ordinal decision systems578
On the local reduction of information system588
Spectral analysis of protein sequences595
Volatility patterns of industrial stock price indices in the Chinese Stock Market605
Data migration in RAID based on stripe unit heat614
Distribution channel coordination through penalty schemes624
Automatic keyphrases extraction from document using neural network633
A novel fuzzy anomaly detection method based on clonal selection clustering algorithm642
An anti-worm with balanced tree based spreading strategy652
EFIS : evolvable-neural-based fuzzy inference system and its application for adaptive network anomaly detection662
Fast detection of worm infection for large-scale networks672
Empirical study on fusion methods using ensemble of RBFNN for network intrusion detection682
A covariance matrix based approach to Internet anomaly detection691
Use of linguistic features in context-sensitive text; classification701
Using term relationships in a structured document retrieval model based on influence diagrams711
Kernel-based metric adaptation with pairwise constraints721
Generating personalized answers by constructing a question situation731
A multi-stage chinese collocation extraction system740
Monitoring glaucomatous progression : classification of visual field measurements using stable reference data750
A new intelligent diagnostic method for machine maintenance760
Prediction of human behaviour using artificial neural networks770
Iterative learning controller for trajectory tracking tasks based on experience database780
MGPC based on Hopfield network and its application in a thermal power unit load system790
Solving the minimum crossing number problem using an improved artificial neural network797
The design of a fuzzy-neural network for ship collision avoidance804
A genetic algorithm-based neural network approach for fault diagnosis in hydraulic servo-valves813
Sensitivity analysis of madalines to weight perturbation822
Fault diagnosis for the feedwater heater system of a 300MW coal-fired power generating unit based on RBF neural network832
The application of modified hierarchy genetic algorithm based on adaptive niches842
Construction of high precision RBFNN with low false alarm for detecting flooding based denial of service attacks using stochastic sensitivity measure851
Context-sensitive kernel functions : a distance function viewpoint861
A parallel genetic algorithm for solving the inverse problem of support vector machines871
Short term load forecasting model based on support vector machine880
Evaluation of an efficient parallel object oriented platform (EPOOP) for control intensive intelligent applications889
Location of tropical cyclone center with intelligent image processing technique898
A hybrid genetic algorithm/particle swarm approach for evaluation of power flow in electric network908
A method to construct the mapping to the feature space for the dot product kernels918
An edge detection method by combining fuzzy logic and neural network930
Fast face detection integrating motion energy into a cascade-structured classifier938
Adaptive online multi-stroke sketch recognition based on hidden Markov model948
To diagnose a slight and incipient fault in a power plant thermal system based on symptom zoom technology and fuzzy pattern recognition method958
Mandarin voice conversion using tone codebook mapping965
Continuous speech recognition based on ICA and geometrical learning974
Underwater target recognition with sonar fingerprint984


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Advances in Machine Learning and Cybernetics: 4th International Conference, ICMLC 2005, Guangzhou, China, August 18-21, 2005, Revised Selected Papers, 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. The 114 revised full papers of this volume are organized in topica, Advances in Machine Learning and Cybernetics: 4th International Conference, ICMLC 2005, Guangzhou, China, August 18-21, 2005, Revised Selected Papers

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Advances in Machine Learning and Cybernetics: 4th International Conference, ICMLC 2005, Guangzhou, China, August 18-21, 2005, Revised Selected Papers, 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. The 114 revised full papers of this volume are organized in topica, Advances in Machine Learning and Cybernetics: 4th International Conference, ICMLC 2005, Guangzhou, China, August 18-21, 2005, Revised Selected Papers

Advances in Machine Learning and Cybernetics: 4th International Conference, ICMLC 2005, Guangzhou, China, August 18-21, 2005, Revised Selected Papers

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Advances in Machine Learning and Cybernetics: 4th International Conference, ICMLC 2005, Guangzhou, China, August 18-21, 2005, Revised Selected Papers, 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. The 114 revised full papers of this volume are organized in topica, Advances in Machine Learning and Cybernetics: 4th International Conference, ICMLC 2005, Guangzhou, China, August 18-21, 2005, Revised Selected Papers

Advances in Machine Learning and Cybernetics: 4th International Conference, ICMLC 2005, Guangzhou, China, August 18-21, 2005, Revised Selected Papers

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