IEEE. Proceedings of 2005 International Conference On Machine Learning and Cybernetics. Volume 6 of 9

Transcription

1 IEEE a * A f f a* Proceedings of 2005 International Conference On Machine Learning and Cybernetics Volume 6 of 9 August 18-21, 2005 Ramada Hotel Guangzhou, China IEEE Catalog Number: ISBN: Library of Congress: 05EX Sponsored by IEEE Systems, Man and Cybernetics Technical Committee on Cybernetics, Hong Kong Polytechnic University, Hebei University, South China University of Technology, Chongqing University, Sun Yat-sen University, Harbin Institute of Technology and International University in Germany TIB/UB Hannover ,050

2 Contents Greetings Greetings from the Conference Co-Chairs Greetings from the Program Co-Chairs Acknowledgements I II vi Contributed Papers Machine Learning Applications Machine Learning Applications (2) Wavelet Denoising for Chirp-Like Signal in Time-Frequency Domain and Application to Aircraft Flight Flutter Testing Wei Tang, Zhong-Ke Shi and Hong-Chao Li 3265 A New Method of Early Fault Diagnosis Based on Machine Learning Wen-Wu Shi, Hong-Sen Yan and Kai-Ping Ma 3271 Compressing the Multirobot Team Formation State Based on SOM Network (Invited Paper) Xing-Ce Wang, Ping Guo, Xin-Yu Liu and Jing-Hao Fei 3277 Solving the Job Shop Scheduling Problem By An Immune Algorithm Xing-Quan Zuo and Yu-Shun Fan 3282 A Fast Evolutionary Algorithm for Combinatorial Optimization Problems Xue-Song Yan, Hui Li, Zhi-Hua Cai and Li-Shan Kang 3288 Genetic Algorithm for Item Selection with Cross-Selling Considerations Yan Cheng 3293 Personalized Intelligent Question Answering Algorithm in E-Learning Yan-Wen Wu, Zheng-Hong Wu and Jin-Ling Li 3299 A New Decision Fusion Method in Support Vector Machine Ensemble (Invited Paper) Ye Li, Ru-Po Yin, Yun-Ze Cai and Xiao-Ming Xu 3304 Fault Diagnosis Based on Support Vector Machine Ensemble (Invited Paper) Ye Li, Yun-Ze Cai, Ru-Po Yin and Xiao-Ming Xu 3309 Learning Hierarchical Non-Parametric Hidden Markov Model of Human Motion Yi Wang, Zhi-Qiang Liu and Li-Zhu Zhou 3315 Stellar Spectral Feature Extraction and Combination Analysis for Classification with ENN (Invited Paper) Yu-Gang Jiang and Ping Guo 3321 Wavelet Neural Network Method for Fault Diagnosis of Push-PuIl Circuits Zhi-Yong Luo and Zhong-Ke Shi 3327 Bio-Informatics Cluster Validity for DNA Microarray Data Using A Geometrical Index (Invited Paper) Benson S.Y. Lam and Hong Yan 3333 Application of PBIL Algorithm to Prediction of Protein Secondary Structure Bing-Yao Jin, You-Tian Qu, Yong-Jin Ma and Hong-Bo Luo 3340

3 A Simple Method of Inferring Pairwise Gene Interactions From Microarray Time Series Data (Invited Paper) Juan Liu, Bin Ni, Chao Dai and Ning Wang 3346 Multiple Sequence Alignment Using Minimum Spanning Tree Mei-Jie Zhu, Gui-Wu Hu, Qi-Lun Zheng and Hong Peng 3352 A Species Compete-Die Out (SCD) Algorithm Model for Improving the Performances of Evolutionary Computation in Greenhouse Meng Yao, Chun-Ni Dai, Ming Li, Zhu-Jie Xie and Chun-Hong Chen 3357 A Pattern-Based SVM for Protein Remote Homology Detection Qi-Wen Dong, Lei Lin, Xiao-Long Wang and Ming-Hui Li 3363 A Fast Kernel Dimension Reduction Algorithm with Applications to Face Recognition (Invited Paper) Sen-Jian An, Wan-Quan Liu, Svetha Venkatesh and Ronny Tjahyadi 3369 Clustering of Gene Expression Data Based on Self-Growth Tree Shi-Wei Zhang, Lei Lin, Yi Guan and Xiao-Long Wang 3377 Reconstuct Gene Regulatory Subnetwork in Yeast Cell Cycle Using A Novel Approach Wei Jiang, Xia Li, Li-Hong Wang, Shao-Qi Rao and Lei Du 3382 Biclustering Gene Expression Data Based on A High Dimensional Geometric Method (Invited Paper) Xiang-Chao Gan, Alan Wee-Chung Liew and Hong Yan 3388 Signals Recognition of Electronic Nose Based on Support Vector Machines Xiao-Dong Wang, Hao-Ran Zhang and Chang-Jiang Zhang 3394 Statistical Parser for RNA Secondary Structure Prediction Yan Dang, Yu-Lei Zhang and Dong-Mo Zhang 3399 Construction Tech. & Management Solve the Optimal Design Problems of System Reliability with Interval Coefficients Using Partial Order Relations and Genetic Algorithm Bo Tang, Xiaowei Yang and Zhifeng Hao 3404 Learning Ontology From Relational Database Man Li, Xiao-Yong Du and Shan Wang 3410 The Research of Artificial Neural Network As A Tool of Adjustment Prediction in Eco-City Construction Tian-Peng Chen and Jin-Xin Tian 3416 PMSH: A New Algorithm for Raid Data Migration Based on Stripe Unit Heat Yan Liu, Chang-Sheng Xie and Huai-Yang Li 3421 Optimization of Resource Allocation in Construction Using Genetic Algorithms Yan Liu, Sheng-Li Zhao, Xi-Kai Du and Shu-Quan Li 3428 A Grey Evaluation Model on Bidders for BOT Projects Yong-He Yu and Mi-Yuan Shan 3433 Research on Reliability Evaluation of Series Systems with Optimization Algorithm Yu-HuiXu, Wei-Jin Jiang and Yu-ShengXu 3438 Hybrid Dynamic Scheduling Framework Using Layered Fuzzy Inference and RBF Neural Network Yu-Jun Chen, Jia-Xin Wang, Ze-Hong Yang and Yan-Nan Zhao 3443 Financial Engineering Forecasting Exchange Rate Using Support Vector Machines Ding-Zhou Cao, Su-Lin Pang and Yuan-Huai Bai 3448 Developing An Intelligent Data Discriminating System of Anti-Money Laundering Based on SVM Jun Tang and Jian Yin 3453 Inter- Industry Volatility Patterns in Chinese Stock Market Lan-JunLao 3458 Modelling Risk Premium of Repo Interest Rate in the SSE Long-ZhenFan 3463

4 Research on Multiresoiution Recognition of Risk and Portolio Qi-Fa Xu and Shi-Ying Zhang 3469 Forecasting Stock Market with Fuzzy Neural Networks Rong-Jun Li and Zhi-Bin Xiong 3475 The Optimal Strategy of Portfolio Selection with Transaction Costs Shi-Qi Ye and Yong Peng 3480 Stochastic Portfolio Model and Its Application for Genetic Algorithms Wei Chen, Run-Tong Zhang and Wei-Guo Zhang 3486 A Wavelet-Domain Markov Model for Volatility Clustering Wei Zhang, Ying Pan and Xiong Xiong 3490 Long-Memory of Shanghai Stock Market: A Wavelet-Based Approach Wei Zhang, Xiao-Tao Zhang, Xiong Xiong and Cui-Yu Li 3496 Wavelet-Based Beta Estimation of China Stock Market Xiong Xiong, Xiao-Tao Zhang, Wei Zhang and Cui-Yu Li 3501 The Composite Evaluation of Management Performance of Chinese Listed Companies on Stock Market Based on Fuzzy Combination YanchunLiu, LiqunGao and Tie Wang 3506 Fuzzy Portfolio Optimization Model Based on Worst-Case VaR Yan-Chun Liu, Tie Wang, Li-Qun Gao, Ping Ren and Bao-Zheng Liu 3512 Research on Intelligent Algorithm for Portfolio Selection with Credibility Criterion Yan-Qing Wang and Wan-Sheng Tang 3517 The Application of Machine Learning Algorithm in Underwriting Process Yi Tan and Guo-Ji Zhang 3523 Ensemble SVR for Prediction of Time Series (Invited Paper) Yu-Feng Deng, Xing Jin and Yi-Xin Zhong 3528 Forecasting Stock Composite Index By Fuzzy Support Vector Machines Regression Yu-Kun Bao, Zhi-Tao Liu, Lei Guo and Wen Wang 3535 Geo-Informatics Multiclass SVM Based Land Cover Classification with Multisource Data Ling-Min He, Fan-Sheng Kong and Zhang-Quan Shen 3541 Intelligent Transportation Systems Study on Calculating Method of Induced Traffic Volume Bin-Sheng Liu, Yi-Jun Li and Ge-Feng Jiang 3546 Time Series Prediction Based on Ensemble ANFIS De-Wang Chen and Jun-Ping Zhang 3552 An Adaptive Gain Parameters Algorithm for Path Planning Based on Reinforcement Learning Jian-LiYu 3557 Anti-Interference Capability Analysis of Multicarrier CDMA Rake System Li-Xin Song, Tian-Shu Huang and Guang-Yu Du 3563 Outflow Models Based on Velocity/Density Formulation Used in Dynamic Traffic Assignment Meng Xu and Zhong-Ke Shi 3568 Design and Implementation of Vehicle Monitoring System Based on GPRS Peng-Chao Zhang, Zhong-Ke Shi and Meng Xu 3574 An Effective Tabu Search Algorithm for Large- Scale and Real-Time Vehicle Dispatching Problems Shan-Zuo Lou and Zhong-Ke Shi 3579 Short-Term Traffic Volume Time Series Forecasting Based on Phase Space Reconstruction Shu-Yan Chen, Yan-Huai Zhou and Wei Wang 3585 A Novel Adaptive Transfer Method Oriented Global Distributed Storage System Wei-Jin Jiang, Yu-Hui Xu and Yu-Sheng Xu 3589

5 Model of Transportation Contribution to Economic Growth Xin Miao, Bao Xi and Li-Na Sui 3595 A New Blind Deconvolution Algorithm for SIMO Channel based on neural network Zhaoshui He, Shengli Xie and Yuli Fu 3602 A Dynamic Route Guidance Arithmetic Based on Reinforcement Learning Zi Zhang and Jian-Min Xu 3607 Logistics A Dynamic Scheduling Method for Spatial Layout Planning Bo Li, Zhi-Yan Zhao and Gang Li 3612 An Improved Workflow Management System for ERP Da-You Liu, Zhao-Hui Zhang, Wei-Jiang Liu, Zhan-Shan Li and Cheng-Min Sun 3618 Swarm Based Logistics Supply Structure Evolving Simulation for Strategic Decision Gang Xiao and Bao Xi 3624 An SVM-Based Model for Supplier Selection Using Fuzzy and Pairwise Comparison Hua-Li Sun, Jian-Ying Xie and Yao-Feng Xue 3629 Effect of Delivery Lead Time Reduction on Logistic Channel Hua-Ming Song 3634 Modeling the Intrusion By Using Capability of Attackers Liang-Min Wang, Jian-Ming Zhang and Jian-Feng Ma 3639 Distribution Channel Coordination By Damping the Ordering Variability Quan-Sheng Lei and Jian Chen 3644 Research on 3MO-Based Genetic Algorithm for Solving Order Planning Tao Zhang, Yue-Jie Zhang and Meng-Guang Wang 3650 A Heuristic for Total Flowtime Minimization in Flow Shop Scheduling Xiang Gao, Xiao-Ping Li and Hong-Fang Zhang 3656 Collaborative Identification of Coordination Questions in Supply Chain Based on Support Vector Machines Xiang-Yang Li, Hui Li and Yan-Chun Zhou 3662 Dynamic Optimizing of Cycle Service Level in Quick Respond for Strategic Fit of Supply Chain Xiu-SenLi and Shao-Rong Sun 3668 Optimizing Service Level Based on Disposing and Inventory Cost of Surplus Sharing Xiu-Sen Li and Shao-Rong Sun 3674 A Preliminary Study of Airport Freight Traffic Forecasting Based on Least Squares Support Vector Machine Zhen-Rui Peng, Pu Gao, Jian-Jun Meng and Wen-Zhe Qi 3680 Medical Informatics Classifying Visual Field Loss in Glaucoma Through Baseline Matching of Stable Reference Sequences Shuang-hui Meng, Andrew Turpin, Mihai Lazarescu and Jim Ivins 3686 A Classification Algorithm for TCM Syndromes Based on P-SVM Xiao-Bo Yang, Zhao-Hui Liang, Gang Zhang, Yun-Jian Luo and Jian Yin 3692 System Design and Development for A CSCW Based Remote Oral Medical Diagnosis System Xiao-Lin Lu.' Medicine Composition Concentration Analysis Based on Least Square Support Vector Machine Xin-Chen Guo, Zhou-Yi Chen, Li-Rong Teng, Chun-Guo Wu, Tian-Bao Du, Jia-Hui Lu, Qing-Fan Meng and Yan-Chun Liang 3704 The Application of Hierarchical Evolutionary Approach for Sleep Apnea Classification Yi-Nan Lu, Hong Zhang and Wei-Tian Zhang 3708 Research on Extracting Medical Diagnosis Rules Based on Rough Sets Theory Yu-Hui Xu, Wei-Jin Jiang, Yu-Sheng Xu 3713 Pet-Mr Images Registration Using Support Vector Machine Zhao Zhang, Su Zhang, Chen-Xi Zhang and Ya-Zhu Chen 3719

6 Natural Language Processing Research on Automatic Acquisition of Translation Template Based on Error-Driven Learning Method Chun-Xiang Zhang, Sheng Li, Tie-Jun Zhao and Hai-Long Cao 3723 Machine Learning for Automatic Acquisition of Chinese Linguistic Ontology Knowledge De-Quan Zheng, Tie-Jun Zhao, Feng Yu and Sheng Li 3728 Fusion Approach of Formal Semantics for the Parsing of UDC Sentences Er-QingXu 3734 Natural Language Generation of Negative Sentences in the Minimalist Paradigm Er-QingXu 3744 An Unsupervised & Statistical Word Sense Tagging Using Bilingual Sources Francisco Oliveira, Fai Wong and Yi-Ping Li 3749 Estimation of Intelligibility From Received Arbitrary Speech Signals with Support Vector Machine Francis F. Li 3755 A Maximum Entropy Markov Model for Chunking Guang-Lu Sun, Yi Guan, Xiao-Long Wang and Jian Zhao 3761 Chinese Pos Tagging Based on Bilexical Co-Occurrences Hai-Long Cao, Tie-Jun Zhao, Sheng Li, Jun Sun and Chun-Xiang Zhang 3766 Automatic Keyphrases Extraction From Document Using Backpropagation Jia-Bing Wang, Hong Peng and Jing-Song Hu 3770 Automatic and Efficient Recognition of Proper Nouns Based on Maximum Entropy Model Peng Li, Yi Guan, Xiao-Long Wang and Jun Sun 3775 Using Category-Based Semantic Field for Text Categorization Qiang Wang, Yi Guan, Xiao-Long Wang and Zhi-Ming Xu 3781 Support Vector Machine for Customized Filtering Based on Improving Latent Semantic Indexing Qing Yang and Fang-Min Li 3787 Document Indexing in Text Categorization Qi-Rui Zhang, Ling Zhang, Shou-Bin Dong and Jing-Hua Tan 3792 Automatic Text Categorization Based on Angle Distribution Tao Liu and Jun Guo 3797 Using Different Models to Label the Break Indices for Mandarin Speech Synthesis Yan-Qiu Shao, Yong-Zhen Zhao, Ji-Qing Han and Ting Liu 3802 Chinese Word Segmentation Based on A-Priori and Adjacent Characters Ye Wang and Shang-Teng Huang 3808 A New Approach to Feature Selection in Text Classification Yi Wang and Xiao-Jing Wang 3814 A Model for Ranking Sentence Pairs in Parallel Corpora Yi-Dong Chen, Xiao-Dong Shi, Chang-Le Zhou and Qing-Yang Hong 3820 Toward A Unified Approach to Lexicon Optimization and Perplexity Minimization for Chinese Language Modeling Ying Xiong and Jie Zhu 3824 Advanced Studies on Traditional Chinese Poetry Style Identification Yong Yi, Zhong-Shi He, Liang-Yan Li, Tian Yu and Elaine Yi 3830 Using Multiple Features and Statistical Model to Calculate Text Units Similarity Yong-Dong Xu, Zhi-Ming Xu, Xiao-Long Wang, Yuan-Chao Liu and Tao Liu 3834 Research on DOP-Based Chinese Parsing Yue-Jie Zhang, Tao Zhang, Jing-Bo Zhu and Tian-Shun Yao 3840 Network and Information Security (1) Comparison of Different Fusion Approaches for Network Intrusion Detection Using Ensemble of RBFNN Akip.F Chan, Wing.W.Y Ng, Daniel.S. Yeung and Erric C.C. Tsang 3846

7 A Scalable Scheme for Certificate Revocation Bao-Hong Li, Yi-Bin Hou and Yin-Liang Zhao 3852 A Network Traffic Model Based on Measurement Dong-Yan Zhang, Ming-Zeng Hu, Hong-Li Zhang and Ting-Biao Kang 3857 Research on the Link Traffic Based on Passive Measurement Feng-Jun Shang and Ying-Jun Pan 3861 Dynamic Self-Defined Immunity Model Base on Data Mining for Network Intrusion Detection Guang-Yu Du, Tian-Shu Huang, Bing-Jie Zhao and Li-Xin Song 3866 Ant Colony Optimization Based Network Intrusion Feature Selection and Detection Hai-Hua Gao, Hui-Hua Yang and Xing-Yu Wang 3871 Early Warning of Active Worms Based on Multi-Similarity Hui He, Hong-Li Zhang, Wei-Zhe Zhang, Ming-Zeng Hu and Zhen-Jiang Tang 3876 Array Operations for Secure Information Flow Jian-Bo Yao and Jian-Shi Li 3884 A Study on Network Fault Knowledge Acquisition Based on Support Vector Machine Jing Wu, Jian-Guo Zhou, Pu-Liu Yan and Ming Wu 3893 Task Scheduling Using Performance-Driven Jing-Bo Yuan, Shun-Li Ding, Jiu-Bin Ju and Liang Hu 3899 A Novel Intrusion Detection Method Based on Clonal Selection Clustering Algorithm Ji-Qing Xian, Feng-Hua Lang and Xian-Lun Tang 3905 Intrusion Detection Based on Clustering Genetic Algorithm Jiu-Ling Zhao, Jiu-FenZhao and Jian-Jun Li 3911