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A Dynamic Hebbian Learning Algorithm for Constructing E-Learner Communities

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A Dynamic Hebbian Learning Algorithm for Constructing E-Learner Communities 2009 Fifth International Conference on Natural Computation (ICNC 2009) Tianjin, China 14-16 August 2009 Volume 1 Pages 1-586 IEEE Catalog Number: CFP09CNC-PRT ISBN: 978-1-4244-4542-4 2009 Fifth International Conference on Natural Computation ICNC 2009 Table of Contents Volume - 1 Preface - Volume 1 Organizing Committee - Volume 1 Program Committee - Volume 1 Reviewers - Volume 1 Neural Computation: Learning Algorithms of Neural Networks A Dynamic Hebbian Learning Algorithm for Constructing E-Learner Communities ...............................................................................................................................................3 Qinghua Chen, Jing Jin, and Huaxi Chen A Framework for Estimation of Distribution Algorithms Based on Maximum Entropy ................................................................................................................................7 Qun Jiang, Yue Wang, and Xiao Qing Yang A Hybrid Algorithm Based on Extremal Optimization with Adaptive Levy Mutation and Differential Evolution and Application ...........................................................................12 Fu Xiaogang and Yu Jingshou A Network Security Analysis Method Using Vulnerability Correlation .............................................17 Zhi-Yong Li, Chao-Hai Xie, Ran Tao, Hao Zhang, and Na Shi A New Q-learning with Generalized Approximation Spaces .............................................................22 Chuanyuan Zeng A New Scheme of Synchronization-Based Topology Identification for a Class of Weighted General Complex Dynamical Networks with Time-Varying Coupling Delay ........................................................................................................27 Zhongsheng Wang and Yan Jun Liang A Novel BP Neural Network Model for Traffic Prediction of Next Generation Network .................................................................................................................................32 Zhu Li, Qin Lei, Xue Kouying, and Zhang Xinyan A Novel Hebbian Rules Based Method for Computation of Sparse Coding Basis Vectors ..............................................................................................................................39 Baixian Zou, Jun Miao, Xiaoling Yang, Lijuan Duan, and Yuanhua Qiao A State-Cluster Based Q-Learning ........................................................................................................44 Zhao Jin, WeiYi Liu, and Jian Jin A Study on Supplier Evaluation in Product Research & Development Based on Agile Manufacture ..................................................................................................................50 Jiang Jian-hua, Xu Chang-jun, and Zheng Xin Acoustic Feature Comparison of MFCC and CZT-Based Cepstrum for Speech Recognition ...........................................................................................................................55 Zhengfeng Jiang, Hanming Huang, Shanxi Yang, Shijun Lu, and Zhiqiang Hao An ARMA Cooperate with Artificial Neural Network Approach in Short-Term Load Forecasting ............................................................................................................60 Wang Jian-jun, Niu Dong-Xiao, and Li Li An Improved Greedy Search Algorithm of Bayesian Network Structures for Facial Action Units Recognition .......................................................................................................65 Hui Zhao and Zhiliang Wang An Improved Model Free Adaptive Control Algorithm ........................................................................70 Xu Aidong, Zheng Yangbo, Song Yan, and Liu Mingzhe Analyzing Effects of Monetary Policy Change on Government Bond Yield Curve in Exchange by Using GRNN ...........................................................................................75 Zikang Zhou, Qiangjin Zhang, and Heng Yang Applying Self-Recursive Neural Network Prediction to Compensate for the Delay of Real-Time Substructure Experiment .........................................................................81 Tu Jianwei and Zhang Kaijing Artificial Neural Network Method to Construct Potential Energy Surfaces for Transition Metal Nanoparticles: Pt, Au, and Ag ............................................................86 Zhe Xu, Xiajing Shi, Jianbo Li, Susan Lu, and Lichang Wang Blind Equalization Based on Neural Network under LS Criterion by Gradient Iteration Algorithm ..............................................................................................................91 Xiao Ying and Dong Yu-Hua Blind Sources Separation Algorithm Based on Adaptive Givens Rotations ...................................................................................................................................................95 Zhao Min, Li Weijun, Zhou Guoxu, and Zhou Zhiheng Case Learning and Indexing in Real Time Strategy Games ...........................................................100 Haibo Wang, Peter H.F. Ng, Ben Niu, and Simon C.K. Shiu Chinese Character Learning by Synchronization in Wilson-Cowan Oscillatory Neural Networks .................................................................................................................105 Jiaxin Cui, Yan Liu, Jiawei Chen, Liujun Chen, and Fukang Fang Classification Technology for Automatic Surface Defects Detection of Steel Strip Based on Improved BP Algorithm ...............................................................................110 Kaixiang Peng and Xuli Zhang Compensation and Simulation of Restrictive Memory Least Square Method for BOD Soft Measurement Mechanism Model ..................................................................115 Qi Jie, Liu Zaiwen, Wang Xiaoyi, Li Wandong, Su Zhen, and Jiang Yang Cross-Layer Resource Allocation Optimization by Hopfield Neural Networks in OFDMA-Based Wireless Mesh Networks ....................................................................119 Yulong Liu, Mingyan Jiang, and Dongfeng Yuan Determination of Protein Content of Auricularia Auricula Using Spectroscopy and Least Squares-Support Vector Machine ............................................................124 Fei Liu, Guangming Sun, and Yong He Enhanced Spectral Embedding with Semi-supervised Feature Selection ..................................................................................................................................................129 Weiwei Du and Kiichi Urahama Evaluation Model of Learning Effect Based on Adaptive Wavelet Neural Network ...................................................................................................................................................134 Jing Liu, Jun Han, and Hui Zhao Exploring an Improved Decision Tree Based Weights .....................................................................139 Weizhao Guo, Jian Yin, Zhimin Yang, Xiaobo Yang, and Li Huang Exponential Stability of Stochastic Interval Cellular Neural Networks ...........................................144 Jinfang Han and Zhiyong Liu Fast Learning Algorithm for Controlling Logistic Chaotic System Based on Chebyshev Neural Network ............................................................................................................149 Mu Li, Yi-gang He, Wen Tan, and Zu-run Liu Generalization Performance of ERM Algorithm with Geometrically Ergodic Markov Chain Samples ..........................................................................................................154 Jie Xu, Bin Zou, and Jianjun Wang GMM and ANN Hybrid Model and its Application in Speaker Identification ............................................................................................................................................159 Liang Shu-fen Hybrid Quantum Neural Networks Model Algorithm and Simulation .............................................164 Hong Xiao and Maojun Cao Impact of VMS Route Recommendation on Road Network ............................................................169 Shang Huayan and Lu Huapu Improved Differential Simulation Method for Oilfields Development Indices Forecast .....................................................................................................................................174 Chao Min and Zhi-bin Liu Inferring Rival’s Private Information in Game Circumstance ...........................................................179 Lihua Zhou, Weiyi Liu, and Yufeng Xu Levenberg-Marquardt Algorithm Applied to Forecast the Ice Conditions in Ningmeng Reach of the Yellow River .............................................................................................184 Jun Yan, Hui Cao, Jun Wang, Yanfang Liu, and Haibin Zhao Marrow Cell Segmentation by Simulating Visual System ................................................................189 Chen Pan and Feilong Cao Mechanism Retrieval in Conceptual Design Using ART1 Neural Network ...................................................................................................................................................195 Rui-Feng Bo and Rui-Qin Li Microarray Data Biclustering with Multi-objective Immune Optimization Algorithm .................................................................................................................................................200 Junwan Liu, Zhoujun Li, and Yiming Chen Multi-labeled Chinese Text Categorization Based on the Boosting Algorithms ...............................................................................................................................................205
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