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

by Yeung, Daniel S.; Liu, Zhi-Qiang; Wang, Xi-zhao; Yan, Hong

• ISBN13: 9783540335849
• ISBN10: 3540335846
• Format: Paperback
• Copyright: 2006-05-15
• Publisher: Springer-Verlag New York Inc

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.The 114 revised full papers of this volume were carefully reviewed and selected from 2461 paper submissions and 1050 real conference presentations respectively during two rounds of reviewing and improvement. The papers are organized in topical sections on agents and distributed artificial intelligence, control, data mining and knowledge discovery, fuzzy information processing, learning and reasoning, machine learning applications, neural networks and statistical learning methods, pattern recognition, vision and image processing.

Table of Contents

Backward-chaining flexible planning	p. 1
RRF : a double-layer reputation mechanism with rating reputation considered	p. 11
A Vickrey-type multi-attribute auction model	p. 21
Strategy coordination approach for safe learning about novel filtering strategies in multi agent framework	p. 30
Modeling and design of agent grid based open decision support system	p. 43
Negotiating agent : concept, architecture and communication model	p. 53
Particle filter method for a centralized multisensor system	p. 64
Design and analysis of a novel load-balancing model based on mobile agent	p. 70
Fuzzy output tracking control and its application to guidance control for lunar gravity-turn	p. 81
Motion planning for climbing robot based on hybrid navigation	p. 91
Hierarchical fuzzy behavior-based control method for autonomous mobile robot navigation	p. 101
An LMI approach to robust fault detection filter design for uncertain state-delayed systems	p. 112
Input-to-state stability analysis of a class of interconnected nonlinear systems	p. 122
Construction and simulation of the movable propeller turbine neural network model	p. 133
Research on the control and application of chaos in an electrical system	p. 142
Research and application of data mining in power plant process control and optimization	p. 149
Extended negative association rules and the corresponding mining algorithm	p. 159
An ant clustering method for a dynamic database	p. 169
An efficient algorithm for incremental mining of sequential patterns	p. 179
A clustering algorithm based on density kernel extension	p. 189
Associative classification with prediction confidence	p. 199
Exploring query matrix for support pattern based classification learning	p. 209
From clusters to rules : a hybrid framework for generalized symbolic rule induction	p. 219
Trail-and-error approach for determining the number of clusters	p. 229
Unifying genetic algorithm and clustering method for recognizing activated fMRI time series	p. 239
Repeating pattern discovery from audio stream	p. 249
A study on information extraction from PDF files	p. 258
The study of a knowledge-based constraints network system (KCNS) for concurrent engineering	p. 268
Rule induction for complete information systems in knowledge acquisition and classification	p. 278
A method to eliminate incompatible knowledge and equivalence knowledge	p. 285
Constructing ontologies for sharing knowledge in digital archives	p. 295
A similarity-aware multiagent-based Web content management scheme	p. 305
Information assistant : an initiative topic search engine	p. 315
Improving retrieval performance with the combination of thesauri and automatic relevance feedback	p. 322
Choquet integrals with respect to fuzzy measure on fuzzy [sigma]-algebra	p. 329
Robust H[subscript [infinity]] control with pole placement constraints for T-S fuzzy systems	p. 338
A kind of fuzzy genetic algorithm based on rule and its performance research	p. 347
The absolute additivity and fuzzy additivity of Sugeno integral	p. 358
The axiomatization for 0-level universal logic	p. 367
Fuzzy portfolio selection problems based on credibility theory	p. 377
Fuzzy multiple reference models adaptive control scheme study	p. 387
Selection of optimal technological innovation projects combining value engineering with fuzzy synthetic evaluation	p. 397
The hierarchical fuzzy evaluation system and its application	p. 407
A solution to a system of linear equations with fuzzy numbers	p. 417
Evolutionary synthesis of micromachines using supervisory multiobjective interactive evolutionary computation	p. 428
Application of weighted ideal point method to environmental/economic load dispatch	p. 438
Reasoning the spatiotemporal relations between time evolving indeterminate regions	p. 448
Using special structured fuzzy measure to represent interaction among IF-THEN rules	p. 459
Novel nonlinear signals separation of optimized entropy based on adaptive natural gradient learning	p. 467
Training conditional random fields with unlabeled data and limited number of labeled examples	p. 477
An effective and efficient two stage algorithm for global optimization	p. 487
Evolutionary multi-objective optimization algorithm with preference for mechanical design	p. 497
A new adaptive crossover operator for the preservation of useful schemata	p. 507
Refinement of fuzzy production rules by using a fuzzy-neural approach	p. 517
A particle swarm optimization-based approach to tackling simulation optimization of stochastic, large-scale and complex systems	p. 528
Combination of multiple nearest neighbor classifiers based on feature subset clustering method	p. 538
A statistical confidence-based adaptive nearest neighbor algorithm for pattern classification	p. 548
Automatic 3D motion synthesis with time-striding hidden Markov model	p. 558
Learning from an incomplete information system with continuous-valued attributes by a rough set technique	p. 568
Reduction of attributes in ordinal decision systems	p. 578
On the local reduction of information system	p. 588
Spectral analysis of protein sequences	p. 595
Volatility patterns of industrial stock price indices in the Chinese Stock Market	p. 605
Data migration in RAID based on stripe unit heat	p. 614
Distribution channel coordination through penalty schemes	p. 624
Automatic keyphrases extraction from document using neural network	p. 633
A novel fuzzy anomaly detection method based on clonal selection clustering algorithm	p. 642
An anti-worm with balanced tree based spreading strategy	p. 652
EFIS : evolvable-neural-based fuzzy inference system and its application for adaptive network anomaly detection	p. 662
Fast detection of worm infection for large-scale networks	p. 672
Empirical study on fusion methods using ensemble of RBFNN for network intrusion detection	p. 682
A covariance matrix based approach to Internet anomaly detection	p. 691
Use of linguistic features in context-sensitive text; classification	p. 701
Using term relationships in a structured document retrieval model based on influence diagrams	p. 711
Kernel-based metric adaptation with pairwise constraints	p. 721
Generating personalized answers by constructing a question situation	p. 731
A multi-stage chinese collocation extraction system	p. 740
Monitoring glaucomatous progression : classification of visual field measurements using stable reference data	p. 750
A new intelligent diagnostic method for machine maintenance	p. 760
Prediction of human behaviour using artificial neural networks	p. 770
Iterative learning controller for trajectory tracking tasks based on experience database	p. 780
MGPC based on Hopfield network and its application in a thermal power unit load system	p. 790
Solving the minimum crossing number problem using an improved artificial neural network	p. 797
The design of a fuzzy-neural network for ship collision avoidance	p. 804
A genetic algorithm-based neural network approach for fault diagnosis in hydraulic servo-valves	p. 813
Sensitivity analysis of madalines to weight perturbation	p. 822
Fault diagnosis for the feedwater heater system of a 300MW coal-fired power generating unit based on RBF neural network	p. 832
The application of modified hierarchy genetic algorithm based on adaptive niches	p. 842
Construction of high precision RBFNN with low false alarm for detecting flooding based denial of service attacks using stochastic sensitivity measure	p. 851
Context-sensitive kernel functions : a distance function viewpoint	p. 861
A parallel genetic algorithm for solving the inverse problem of support vector machines	p. 871
Short term load forecasting model based on support vector machine	p. 880
Evaluation of an efficient parallel object oriented platform (EPOOP) for control intensive intelligent applications	p. 889
Location of tropical cyclone center with intelligent image processing technique	p. 898
A hybrid genetic algorithm/particle swarm approach for evaluation of power flow in electric network	p. 908
A method to construct the mapping to the feature space for the dot product kernels	p. 918
An edge detection method by combining fuzzy logic and neural network	p. 930
Fast face detection integrating motion energy into a cascade-structured classifier	p. 938
Adaptive online multi-stroke sketch recognition based on hidden Markov model	p. 948
To diagnose a slight and incipient fault in a power plant thermal system based on symptom zoom technology and fuzzy pattern recognition method	p. 958
Mandarin voice conversion using tone codebook mapping	p. 965
Continuous speech recognition based on ICA and geometrical learning	p. 974
Underwater target recognition with sonar fingerprint	p. 984
Multi-stream articulator model with adaptive reliability measure for audio visual speech recognition	p. 994
Optical font recognition of Chinese characters based on texture features	p. 1005
Some characteristics of fuzzy integrals as a multiple classifiers fusion method	p. 1014
Error concealment based on adaptive MRF-MAP framework	p. 1025
Spatial video watermarking based on stability of DC coefficients	p. 1033
A learning-based spatial processing method for the detection of point targets	p. 1043
CTFDP : an affine invariant method for matching contours	p. 1051
A de-noising algorithm of infrared image contrast enhancement	p. 1060
Speckle suppressing based on fuzzy generalized morphological filter	p. 1070
Research of vehicle license plate location algorithm based on color features and plate processions	p. 1077
Fast measuring particle size by using the information of particle boundary and shape	p. 1086
A statistical image fusion scheme for multi focus applications	p. 1096
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