Machine Learning and Cybernetics 2005 (original) (raw)

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4th ICMLC 2005: Guangzhou, China

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  • Agents and Distributed AI
  • Intelligent Control (II)
  • Data Mining and Knowledge Discovery (II)
  • Fuzzy Information Processing (I)
  • Learning and Reasoning (I)
  • Learning and Reasoning (III)
  • Machine Learning Applications (II)
  • Neural Networks and Statistical Learning Methods (I)
  • Neural Networks and Statistical Learning Methods (III)
  • Pattern Recognition (I)
  • Vision and Image Processing (I)

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    Daniel S. Yeung, Zhi-Qiang Liu, Xizhao Wang, Hong Yan:
    Advances in Machine Learning and Cybernetics, 4th International Conference, ICMLC 2005, Guangzhou, China, August 18-21, 2005, Revised Selected Papers. Lecture Notes in Computer Science 3930, Springer 2006, ISBN 3-540-33584-6

Agents and Distributed AI

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    Li Xu, Wen-Xiang Gu, Xin-mei Zhang:
    Backward-Chaining Flexible Planning. 1-10
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    Hang Guo, Ji Gao, Ping Xu:
    RRF: A Double-Layer Reputation Mechanism with Rating Reputation Considered. 11-20
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    Xiang Chen, Shanli Hu:
    A Vickrey-Type Multi-attribute Auction Model. 21-29
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    Sahin Albayrak, Dragan Milosevic:
    Strategy Coordination Approach for Safe Learning About Novel Filtering Strategies in Multi Agent Framework. 30-42
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    Jiayu Chi, Ling Sun, Xueguang Chen, Jinlong Zhang:
    Modeling and Design of Agent Grid Based Open Decision Support System. 43-52
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    Mukun Cao, Yuqiang Feng, Yan Li, Chunyan Wang:
    Negotiating Agent: Concept, Architecture and Communication Model. 53-63

Intelligent Control (I)

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    Wei Xiong, You He, Jingwei Zhang:
    Particle Filter Method for a Centralized Multisensor System. 64-69
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    Junfeng Tian, Yuling Liu, Xiao-hui Yang, Ruizhong Du:
    Design and Analysis of a Novel Load-Balancing Model Based on Mobile Agent. 70-80
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    Pingyuan Cui, Junwei Sun, Fengqiu Liu:
    Fuzzy Output Tracking Control and Its Application to Guidance Control for Lunar Gravity-Turn. 81-90
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    Yong Jiang, Hongguang Wang, Lijin Fang, Mingyang Zhao:
    Motion Planning for Climbing Robot Based on Hybrid Navigation. 91-100
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    Shou-tao Li, Yuan-chun Li:
    Hierarchical Fuzzy Behavior-Based Control Method for Autonomous Mobile Robot Navigation. 101-111

Intelligent Control (II)

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    Hongru Wang, Changhong Wang, Huijun Gao:
    An LMI Approach to Robust Fault Detection Filter Design for Uncertain State-Delayed Systems. 112-121
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    Jia Wang, Xiaobei Wu, Zhiliang Xu:
    Input-to-State Stability Analysis of a Class of Interconnected Nonlinear Systems. 122-132
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    Jiang Chang, Yan Peng:
    Construction and Simulation of the Movable Propeller Turbine Neural Network Model. 133-141
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    Zhao-Ming Lei, Zuo-jun Liu, He-Xu Sun, Hong-jun Chang:
    Research on the Control and Application of Chaos in an Electrical System. 142-148

Data Mining and Knowledge Discovery (I)

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    Jian-qiang Li, Cheng-lin Niu, Ji-zhen Liu, Luan-ying Zhang:
    Research and Application of Data Mining in Power Plant Process Control and Optimization. 149-158
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    Min Gan, Mingyi Zhang, Shenwen Wang:
    Extended Negative Association Rules and the Corresponding Mining Algorithm. 159-168
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    Ling Chen, Li Tu, Yixin Chen:
    An Ant Clustering Method for a Dynamic Database. 169-178
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    Jia-Dong Ren, Xiao-Lei Zhou:
    An Efficient Algorithm for Incremental Mining of Sequential Patterns. 179-188
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    Weidi Dai, Pilian He, Yuexian Hou, Xiao-Dong Kang:
    A Clustering Algorithm Based on Density Kernel Extension. 189-198
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    Tien Dung Do, Siu Cheung Hui, Alvis Cheuk M. Fong:
    Associative Classification with Prediction Confidence. 199-208

Data Mining and Knowledge Discovery (II)

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    Yiqiu Han, Wai Lam:
    Exploring Query Matrix for Support Pattern Based Classification Learning. 209-218
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    Qingshuang Jiang, Syed Sibte Raza Abidi:
    From Clusters to Rules: A Hybrid Framework for Generalized Symbolic Rule Induction. 219-228
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    Haojun Sun, Mei Sun:
    Trail-and-Error Approach for Determining the Number of Clusters. 229-238
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    Lin Shi, Pheng-Ann Heng, Tien-Tsin Wong:
    Unifying Genetic Algorithm and Clustering Method for Recognizing Activated fMRI Time Series. 239-248
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    Zhen-Long Du, Xiaoli Li:
    Repeating Pattern Discovery from Audio Stream. 249-257
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    Fang Yuan, Bo Liu, Ge Yu:
    A Study on Information Extraction from PDF Files. 258-267

Data Mining and Knowledge Discovery (III)

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    Wei-ming Wang, Jie Hu, Fei Zhou, Dayong Li, Xiangjun Fu, Ying-hong Peng:
    The Study of a Knowledge-Based Constraints Network System (KCNS) for Concurrent Engineering. 268-277
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    Hong-Zhen Zheng, Dian-Hui Chu, De-chen Zhan:
    Rule Induction for Complete Information Systems in Knowledge Acquisition and Classification. 278-284
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    Ping Guo, Li Fan, Lian Ye:
    A Method to Eliminate Incompatible Knowledge and Equivalence Knowledge. 285-294
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    Yu-Liang Chi:
    Constructing Ontologies for Sharing Knowledge in Digital Archives. 295-304
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    Jitian Xiao, Jun Wang:
    A Similarity-Aware Multiagent-Based Web Content Management Scheme. 305-314
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    Xi-Dao Luan, Yu-Xiang Xie, Ling-Da Wu, Chi-Long Mao, Songyang Lao:
    Information Assistant: An Initiative Topic Search Engine. 315-321
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    Maozu Guo, Jian-Fu Li:
    Improving Retrieval Performance with the Combination of Thesauri and Automatic Relevance Feedback. 322-328

Fuzzy Information Processing (I)

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    Yan Huang, Congxin Wu:
    Choquet Integrals with Respect to Fuzzy Measure on Fuzzy _sigma_-Algebra. 329-337
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    Liang He, Guang-Ren Duan:
    Robust Hinfinitfy Control with Pole Placement Constraints for T-S Fuzzy Systems. 338-346
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    Fachao Li, Shuxin Luo, Lianqing Su:
    A Kind of Fuzzy Genetic Algorithm Based on Rule and Its Performance Research. 347-357
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    Congxin Wu, Liang Zhao:
    The Absolute Additivity and Fuzzy Additivity of Sugeno Integral. 358-366
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    Yingcang Ma, Huacan He:
    The Axiomatization for 0-Level Universal Logic. 367-376
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    Yanju Chen, Yan-Kui Liu, Junfen Chen:
    Fuzzy Portfolio Selection Problems Based on Credibility Theory. 377-386

Fuzzy Information Processing (II)

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    Zhicheng Ji, Rongjia Zhu, Yanxia Shen:
    Fuzzy Multiple Reference Models Adaptive Control Scheme Study. 387-396
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    Yuan-Sheng Huang, Jun-hua Zhou, Jian-xun Qi:
    Selection of Optimal Technological Innovation Projects Combining Value Engineering with Fuzzy Synthetic Evaluation. 397-406
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    Xiaoping Qiu, Yang Xu, Ming Jian, Haiming Li:
    The Hierarchical Fuzzy Evaluation System and Its Application. 407-416
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    Xingfang Zhang, Guangwu Meng:
    A Solution to a System of Linear Equations with Fuzzy Numbers. 417-427
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    Raffi R. Kamalian, Ying Zhang, Hideyuki Takagi, Alice M. Agogino:
    Evolutionary Synthesis of Micromachines Using Supervisory Multiobjective Interactive Evolutionary Computation. 428-437
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    Guoli Zhang, Gengyin Li, Hong Xie, Jianwei Ma:
    Application of Weighted Ideal Point Method to Environmental/Economic Load Dispatch. 438-447

Learning and Reasoning (I)

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    Lei Bao, Xiaolin Qin, Jun Zhang, Qi-Yuan Li:
    Reasoning the Spatiotemporal Relations Between Time Evolving Indeterminate Regions. 448-458
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    Xi-Zhao Wang, Jun Shen:
    Using Special Structured Fuzzy Measure to Represent Interaction Among IF-THEN Rules. 459-466
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    Ren Ren, Jin Xu, Shihua Zhu, Danan Ren, Yongqiang Luo:
    Novel Nonlinear Signals Separation of Optimized Entropy Based on Adaptive Natural Gradient Learning. 467-476
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    Tak-Lam Wong, Wai Lam:
    Training Conditional Random Fields with Unlabeled Data and Limited Number of Labeled Examples. 477-486
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    Yong-Jun Wang, Jiang-She Zhang, Yu-Fen Zhang:
    An Effective and Efficient Two Stage Algorithm for Global Optimization. 487-496

Learning and Reasoning (II)

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    Jianwei Wang, Jianming Zhang, Xiaopeng Wei:
    Evolutionary Multi-objective Optimization Algorithm with Preference for Mechanical Design. 497-506
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    Fan Li, Qihe Liu, Fan Min, Guowei Yang:
    A New Adaptive Crossover Operator for the Preservation of Useful Schemata. 507-516
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    Dongmei Huang, Minghu Ha, Ya-min Li, Eric C. C. Tsang:
    Refinement of Fuzzy Production Rules by Using a Fuzzy-Neural Approach. 517-527
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    Ming Lu, Dapeng Wu, Jian-Ping Zhang:
    A Particle Swarm Optimization-Based Approach to Tackling Simulation Optimization of Stochastic, Large-Scale and Complex Systems. 528-537
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    Li-Juan Wang, Qiang Hua, Xiaolong Wang, Qingcai Chen:
    Combination of Multiple Nearest Neighbor Classifiers Based on Feature Subset Clustering Method. 538-547

Learning and Reasoning (III)

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    Jigang Wang, Predrag Neskovic, Leon N. Cooper:
    A Statistical Confidence-Based Adaptive Nearest Neighbor Algorithm for Pattern Classification. 548-557
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    Yi Wang, Zhi-Qiang Liu, Li-Zhu Zhou:
    Automatic 3D Motion Synthesis with Time-Striding Hidden Markov Model. 558-567
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    Eric C. C. Tsang, Suyun Zhao, Daniel S. Yeung, John W. T. Lee:
    Learning from an Incomplete Information System with Continuous-Valued Attributes by a Rough Set Technique. 568-577
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    John W. T. Lee, Xizhao Wang, Jinfeng Wang:
    Reduction of Attributes in Ordinal Decision Systems. 578-587
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    Degang Chen, Eric C. C. Tsang:
    On the Local Reduction of Information System. 588-594

Machine Learning Applications (I)

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    Tuan D. Pham:
    Spectral Analysis of Protein Sequences. 595-604
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    Lan-Jun Lao:
    Volatility Patterns of Industrial Stock Price Indices in the Chinese Stock Market. 605-613
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    Yan Liu, Changsheng Xie, Huaiyang Li, Zhen Zhao:
    Data Migration in RAID Based on Stripe Unit Heat. 614-623
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    Quansheng Lei, Jian Chen:
    Distribution Channel Coordination Through Penalty Schemes. 624-632
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    Jiabing Wang, Hong Peng, Jing-Song Hu:
    Automatic Keyphrases Extraction from Document Using Neural Network. 633-641
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    Fenghua Lang, Jian Li, Yixian Yang:
    A Novel Fuzzy Anomaly Detection Method Based on Clonal Selection Clustering Algorithm. 642-651

Machine Learning Applications (II)

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    Yi-xuan Liu, Xiao-chun Yun, Bailing Wang, Haibin Sun:
    An Anti-worm with Balanced Tree Based Spreading Strategy. 652-661
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    Muhammad Fermi Pasha, Rahmat Budiarto, Mohammad Syukur, Masashi Yamada:
    EFIS: Evolvable-Neural-Based Fuzzy Inference System and Its Application for Adaptive Network Anomaly Detection. 662-671
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    Hui He, Mingzeng Hu, Weizhe Zhang, Hongli Zhang:
    Fast Detection of Worm Infection for Large-Scale Networks. 672-681
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    Aki P. F. Chan, Daniel S. Yeung, Eric C. C. Tsang, Wing W. Y. Ng:
    Empirical Study on Fusion Methods Using Ensemble of RBFNN for Network Intrusion Detection. 682-690
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    Shuyuan Jin, Daniel S. Yeung, Xizhao Wang, Eric C. C. Tsang:
    A Covariance Matrix Based Approach to Internet Anomaly Detection. 691-700
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    Alex K. S. Wong, John W. T. Lee, Daniel S. Yeung:
    Use of Linguistic Features in Context-Sensitive Text Classification. 701-710

Machine Learning Applications (III)

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    Jian-min Xu, Shuang Zhao, Zhen-peng Liu, Bian-fang Chai:
    Using Term Relationships in a Structured Document Retrieval Model Based on Influence Diagrams. 711-720
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    Hong Chang, Dit-Yan Yeung:
    Kernel-Based Metric Adaptation with Pairwise Constraints. 721-730
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    Yanwen Wu, Zhenghong Wu, Yan Li, Jinling Li:
    Generating Personalized Answers by Constructing a Question Situation. 731-739
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    Ruifeng Xu, Qin Lu:
    A Multi-stage Chinese Collocation Extraction System. 740-749
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    Shuanghui Meng, Mihai M. Lazarescu, Jim Ivins, Andrew Turpin:
    Monitoring Glaucomatous Progression: Classification of Visual Field Measurements Using Stable Reference Data. 750-759

Neural Networks and Statistical Learning Methods (I)

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    Qianjin Guo, Haibin Yu, Aidong Xu:
    A New Intelligent Diagnostic Method for Machine Maintenance. 760-769
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    Zhicheng Zhang, Frédéric Vanderhaegen, Patrick Millot:
    Prediction of Human Behaviour Using Artificial Neural Networks. 770-779
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    Xuesong Wang, Yuhu Cheng, Wei Sun:
    Iterative Learning Controller for Trajectory Tracking Tasks Based on Experience Database. 780-789
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    Peng Guo, Taihua Chang:
    MGPC Based on Hopfield Network and Its Application in a Thermal Power Unit Load System. 790-796

Neural Networks and Statistical Learning Methods (II)

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    Rong Long Wang, Kozo Okazaki:
    Solving the Minimum Crossing Number Problem Using an Improved Artificial Neural Network. 797-803
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    Yu-Hong Liu, Xuan-Min Du, Shen-Hua Yang:
    The Design of a Fuzzy-Neural Network for Ship Collision Avoidance. 804-812
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    Hao Huang, Kuisheng Chen, Liangcai Zeng:
    A Genetic Algorithm-Based Neural Network Approach for Fault Diagnosis in Hydraulic Servo-Valves. 813-821
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    Yingfeng Wang, Xiaoqin Zeng, Daniel S. Yeung:
    Sensitivity Analysis of Madalines to Weight Perturbation. 822-831

Neural Networks and Statistical Learning Methods (III)

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    Liangyu Ma, Yongguang Ma, Jin Ma:
    Fault Diagnosis for the Feedwater Heater System of a 300MW Coal-Fired Power Generating Unit Based on RBF Neural Network. 832-841
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    Wei-Min Qi, Qiao-Ling Ji, Wei-You Cai:
    The Application of Modified Hierarchy Genetic Algorithm Based on Adaptive Niches. 842-850
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    Wing W. Y. Ng, Aki P. F. Chan, Daniel S. Yeung, Eric C. C. Tsang:
    Construction of High Precision RBFNN with Low False Alarm for Detecting Flooding Based Denial of Service Attacks Using Stochastic Sensitivity Measure. 851-860
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    Bram Vanschoenwinkel, Feng Liu, Bernard Manderick:
    Context-Sensitive Kernel Functions: A Distance Function Viewpoint. 861-870
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    Qiang He, Xizhao Wang, Junfen Chen, Leifan Yan:
    A Parallel Genetic Algorithm for Solving the Inverse Problem of Support Vector Machines. 871-879

Neural Networks and Statistical Learning Methods (IV)

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    Dong-Xiao Niu, Qiang Wang, Jinchao Li:
    Short Term Load Forecasting Model Based on Support Vector Machine. 880-888
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    Chun Che Fung, Jiabin Li, Douglas G. Myers:
    Evaluation of an Efficient Parallel Object Oriented Platform (EPOOP) for Control Intensive Intelligent Applications. 889-897
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    Q. P. Zhang, Loi Lei Lai, W. C. Sun:
    Location of Tropical Cyclone Center with Intelligent Image Processing Technique. 898-907
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    T. O. Ting, K. P. Wong, C. Y. Chung:
    A Hybrid Genetic Algorithm/Particle Swarm Approach for Evaluation of Power Flow in Electric Network. 908-917

Pattern Recognition (I)

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    Degang Chen, Qiang He, Chunru Dong, Xizhao Wang:
    A Method to Construct the Mapping to the Feature Space for the Dot Product Kernels. 918-929
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    Rong Wang, Li-qun Gao, Shu Yang, Yuhua Chai:
    An Edge Detection Method by Combining Fuzzy Logic and Neural Network. 930-937
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    Yafeng Deng, Guangda Su, Jun Zhou, Bo Fu:
    Fast Face Detection Integrating Motion Energy into a Cascade-Structured Classifier. 938-947
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    Zhengxing Sun, Wei Jiang, Jianyong Sun:
    Adaptive Online Multi-stroke Sketch Recognition Based on Hidden Markov Model. 948-957
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    Liangyu Ma, Jin Ma, Yongguang Ma, Bingshu Wang:
    To Diagnose a Slight and Incipient Fault in a Power Plant Thermal System Based on Symptom Zoom Technology and Fuzzy Pattern Recognition Method. 958-964
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    Guoyu Zuo, Yao Chen, Xiaogang Ruan, Wenju Liu:
    Mandarin Voice Conversion Using Tone Codebook Mapping. 965-973

Pattern Recognition (II)

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    Hao Feng, Wenming Cao, Shoujue Wang:
    Continuous Speech Recognition Based on ICA and Geometrical Learning. 974-983
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    Jian Yuan, Guo-Hui Li:
    Underwater Target Recognition with Sonar Fingerprint. 984-993
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    Lei Xie, Zhi-Qiang Liu:
    Multi-stream Articulator Model with Adaptive Reliability Measure for Audio Visual Speech Recognition. 994-1004
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    Minghu Ha, Xuedong Tian:
    Optical Font Recognition of Chinese Characters Based on Texture Features. 1005-1013
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    Huimin Feng, Xuefei Li, Tiegang Fan, Yanju Chen:
    Some Characteristics of Fuzzy Integrals as a Multiple Classifiers Fusion Method. 1014-1024

Vision and Image Processing (I)

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    Zhi-Heng Zhou, Sheng-Li Xie:
    Error Concealment Based on Adaptive MRF-MAP Framework. 1025-1032
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    Tianhang Chen, Shaohui Liu, Hongxun Yao, Wen Gao:
    Spatial Video Watermarking Based on Stability of DC Coefficients. 1033-1042
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    Zhijun Liu, Xubang Shen, Hongshi Sang:
    A Learning-Based Spatial Processing Method for the Detection of Point Targets. 1043-1050
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    Huixuan Tang, Hui Wei:
    CTFDP: An Affine Invariant Method for Matching Contours. 1051-1059
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    Changjiang Zhang, Xiaodong Wang, Haoran Zhang:
    A De-noising Algorithm of Infrared Image Contrast Enhancement. 1060-1069

Vision and Image Processing (II)

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    Lihui Jiang, Yanying Guo:
    Speckle Suppressing Based on Fuzzy Generalized Morphological Filter. 1070-1076
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    Yao-Quan Yang, Jie Bai, Rui-Li Tian, Na Liu:
    Research of Vehicle License Plate Location Algorithm Based on Color Features and Plate Processions. 1077-1085
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    Weixing Wang:
    Fast Measuring Particle Size by Using the Information of Particle Boundary and Shape. 1086-1095
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    Z. W. Liao, S. X. Hu, W. F. Chen, Yuan Yan Tang, T. Z. Huang:
    A Statistical Image Fusion Scheme for Multi Focus Applications. 1096-1105

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