5. ICNC 2009: Tianjian, China - Volume 1

Neural Computation: Learning Algorithms of Neural Networks

• Qinghua Chen, Jing Jin, Huaxi Chen:
  A Dynamic Hebbian Learning Algorithm for Constructing E-Learner Communities. 3-6
  
• Qun Jiang, Yue Wang, Xiao Qing Yang:
  A Framework for Estimation of Distribution Algorithms Based on Maximum Entropy. 7-11
  
• Xiaogang Fu, Jingshou Yu:
  A Hybrid Algorithm Based on Extremal Optimization with Adaptive Levy Mutation and Differential Evolution and Application. 12-16
  
• Zhi-Yong Li, Chao-Hai Xie, Ran Tao, Hao Zhang, Na Shi:
  A Network Security Analysis Method Using Vulnerability Correlation. 17-21
  
• Chuanyuan Zeng:
  A New Q-learning with Generalized Approximation Spaces. 22-26
  
• Zhongsheng Wang, Yanjun Liang:
  A New Scheme of Synchronization-Based Topology Identification for a Class of Weighted General Complex Dynamical Networks with Time-Varying Coupling Delay. 27-31
  
• Li Zhu, Lei Qin, Kouying Xue, Xinyan Zhang:
  A Novel BP Neural Network Model for Traffic Prediction of Next Generation Network. 32-38
  
• Baixian Zou, Jun Miao, Xiaoling Yang, Lijuan Duan, Yuanhua Qiao:
  A Novel Hebbian Rules Based Method for Computation of Sparse Coding Basis Vectors. 39-43
  
• Zhao Jin, WeiYi Liu, Jian Jin:
  A State-Cluster Based Q-Learning. 44-49
  
• Jian-hua Jiang, Chang-jun Xu, Xin Zheng:
  A Study on Supplier Evaluation in Product Research & Development Based on Agile Manufacture. 50-54
  
• Zhengfeng Jiang, Hanming Huang, Shanxi Yang, Shijun Lu, Zhiqiang Hao:
  Acoustic Feature Comparison of MFCC and CZT-Based Cepstrum for Speech Recognition. 55-59
  
• Jian-jun Wang, Dong-Xiao Niu, Li Li:
  An ARMA Cooperate with Artificial Neural Network Approach in Short-Term Load Forecasting. 60-64
  
• Hui Zhao, Zhiliang Wang:
  An Improved Greedy Search Algorithm of Bayesian Network Structures for Facial Action Units Recognition. 65-69
  
• Aidong Xu, Yangbo Zheng, Yan Song, Mingzhe Liu:
  An Improved Model Free Adaptive Control Algorithm. 70-74
  
• Zikang Zhou, Qiangjin Zhang, Heng Yang:
  Analyzing Effects of Monetary Policy Change on Government Bond Yield Curve in Exchange by Using GRNN. 75-80
  
• Jianwei Tu, Kaijing Zhang:
  Applying Self-Recursive Neural Network Prediction to Compensate for the Delay of Real-Time Substructure Experiment. 81-85
  
• Zhe Xu, Xiajing Shi, Jianbo Li, Susan Lu, Lichang Wang:
  Artificial Neural Network Method to Construct Potential Energy Surfaces for Transition Metal Nanoparticles: Pt, Au, and Ag. 86-90
  
• Xiao Ying, Dong Yu-Hua:
  Blind Equalization Based on Neural Network under LS Criterion by Gradient Iteration Algorithm. 91-94
  
• Min Zhao, Weijun Li, Guoxu Zhou, Zhiheng Zhou:
  Blind Sources Separation Algorithm Based on Adaptive Givens Rotations. 95-99
  
• Haibo Wang, Peter H. F. Ng, Ben Niu, Simon C. K. Shiu:
  Case Learning and Indexing in Real Time Strategy Games. 100-104
  
• Jiaxin Cui, Yan Liu, Jiawei Chen, Liujun Chen, Fukang Fang:
  Chinese Character Learning by Synchronization in Wilson-Cowan Oscillatory Neural Networks. 105-109
  
• Kaixiang Peng, Xuli Zhang:
  Classification Technology for Automatic Surface Defects Detection of Steel Strip Based on Improved BP Algorithm. 110-114
  
• Jie Qi, Zaiwen Liu, Xiaoyi Wang, Wandong Li, Zhen Su, Yang Jiang:
  Compensation and Simulation of Restrictive Memory Least Square Method for BOD Soft Measurement Mechanism Model. 115-118
  
• Yulong Liu, Mingyan Jiang, Dongfeng Yuan:
  Cross-Layer Resource Allocation Optimization by Hopfield Neural Networks in OFDMA-Based Wireless Mesh Networks. 119-123
  
• Fei Liu, Guangming Sun, Yong He:
  Determination of Protein Content of Auricularia Auricula Using Spectroscopy and Least Squares-Support Vector Machine. 124-128
  
• Weiwei Du, Kiichi Urahama:
  Enhanced Spectral Embedding with Semi-supervised Feature Selection. 129-133
  
• Jing Liu, Jun Han, Hui Zhao:
  Evaluation Model of Learning Effect Based on Adaptive Wavelet Neural Network. 134-138
  
• Weizhao Guo, Jian Yin, Zhimin Yang, Xiaobo Yang, Li Huang:
  Exploring an Improved Decision Tree Based Weights. 139-143
  
• Jinfang Han, Zhiyong Liu:
  Exponential Stability of Stochastic Interval Cellular Neural Networks. 144-148
  
• Mu Li, Yigang He, Wen Tan, Zu-run Liu:
  Fast Learning Algorithm for Controlling Logistic Chaotic System Based on Chebyshev Neural Network. 149-153
  
• Jie Xu, Bin Zou, Jianjun Wang:
  Generalization Performance of ERM Algorithm with Geometrically Ergodic Markov Chain Samples. 154-158
  
• Shu-fen Liang:
  GMM and ANN Hybrid Model and its Application in Speaker Identification. 159-163
  
• Hong Xiao, Maojun Cao:
  Hybrid Quantum Neural Networks Model Algorithm and Simulation. 164-168
  
• Shang Huayan, Lu Huapu:
  Impact of VMS Route Recommendation on Road Network. 169-173
  
• Chao Min, Zhi-bin Liu:
  Improved Differential Simulation Method for Oilfields Development Indices Forecast. 174-178
  
• Lihua Zhou, Weiyi Liu, Yufeng Xu:
  Inferring Rival's Private Information in Game Circumstance. 179-183
  
• Jun Yan, Hui Cao, Jun Wang, Yanfang Liu, Haibin Zhao:
  Levenberg-Marquardt Algorithm Applied to Forecast the Ice Conditions in Ningmeng Reach of the Yellow River. 184-188
  
• Chen Pan, Feilong Cao:
  Marrow Cell Segmentation by Simulating Visual System. 189-194
  
• Rui-Feng Bo, Rui-Qin Li:
  Mechanism Retrieval in Conceptual Design Using ART1 Neural Network. 195-199
  
• Junwan Liu, Zhoujun Li, Yiming Chen:
  Microarray Data Biclustering with Multi-objective Immune Optimization Algorithm. 200-204
  
• Zhan Wang, Minghu Jiang:
  Multi-labeled Chinese Text Categorization Based on the Boosting Algorithms. 205-208
  
• Bo Yang, Yingyong Bu:
  Multiple Kernel Learning Using Regularized Ho-Kashyap Classifier in Empirical Kernel Mapping Space. 209-212
  
• Qing Hu, Hongxia Li, Haiyan Yu, Xin Zhang:
  Neural Network Sliding Mode Controller for Linear Elevator Using Permanent Magnet Linear Synchronous Motor. 213-216
  
• Xiaolong Deng, Pingfang Zhou:
  Nonlinear Identification Based on Diagonal Recurrent Neural Network and Particle Filter. 217-221
  
• Zhitao Xiao, Jun Wu, Lei Geng, Jianming Wang, Nini Xu, Zhigui Lin:
  Objective Assessment of Pilling of Knitted Fabrics Based on Improved BP Neural Network and Genetic Algorithm. 222-225
  
• Taimur Qureshi, Djamel A. Zighed:
  On Improving Discretization Quality by a Bagging Technique. 226-231
  
• Feng Wu, Yan Zhong, Aiping Li, Quanyuan Wu:
  Online Classification Algorithm for Data Streams Based on Fast Iterative Kernel Principal Component Analysis. 232-236
  
• Qing Dai, Shao-Hua Xu, Xin Li:
  Parallel Process Neural Networks and Its Application in the Predication of Sunspot Number Series. 237-241
  
• Hao Wang, Der-Horng Lee, Ruey Cheu:
  PDPTW Based Taxi Dispatch Modeling for Booking Service. 242-247
  
• Yang Ling, Song Jun, Jin Qing:
  Quality Modeling of Chemical Product Based on a New Chaotic Elman Neural Network. 248-255
  
• Jibing Gong, Shengtao Sun:
  Research of Attribute Value Rough Equality Based-on the Hopfield Neural Network and Rough Set Theory. 256-260
  
• Xiqu Chen, Zhankui Wang, Jiaxi Du, Minghua Pang:
  Research of Multi Population Differential Evolution Algorithm. 261-264
  
• Hongyan Wang, Keding Zhao, Yintong He:
  Research of Pneumatic Hydraulic Compliant Force Control System. 265-268
  
• Tiehu Fan, Guihe Qin, Qi Zhao:
  Research on an Improved BP Neural Network Based on Fast Quantized Orthogonal Genetic Algorithm. 269-273
  
• Liu Dong:
  Research on Intelligent Level Evaluation System of Intelligent System. 274-278
  
• Limin Meng, Kai Zhou, Zhijiang Xu, Jingyu Hua:
  Research on Qos Routing Protocol Based on Quantum State Algorithm for MANET. 279-283
  
• Yizhi Hu, Yingchun Hu:
  Research on Structural Optimization Arithmetic of Uplift Device of a Sugarcane Harvester Based on Hopfield Neural Network. 284-288
  
• Shuqing Wang, Zipeng Zhang, Liqin Xue:
  Research on the Diagnosis of Insulator Operating State Based on Improved Neural Networks. 289-293
  
• Shengjun Xue, Lan Chen, Geng Liu:
  Resource State Prediction in the Grid Based on Neural Network. 294-298
  
• Tan Lu:
  Robust Locally Linear Embedding and Application in High Dimensional Data. 299-306
  
• Tao Zhang, Yan Zhang, Wenxiang Li, Xijian Ping:
  Steganalysis of LSB Matching Exploiting High-Dimensional Correlations between Pixel Differences. 307-310
  
• Lei Ge, Feng Dai, Chunxin Wang, Dongkai Zhai, Yong Zhang:
  Strategic Planning for Scientific and Technological Human Resource Based on BP Neural Network. 311-315
  
• YanJie Ma, Hua Zhang, Yanbing Xue, Simiao Zhang:
  Super-Resolution Image Reconstruction Based on K-Means-Markov Network. 316-318
  
• Tao You, Cheng-lie Du, Yi-an Zhu:
  Supporting Technology for Virtual Numerical Control System Based on RTX and Reflective Memory Network. 319-323
  
• He Kuan:
  System Identifiction of Regional Circular Economy Based on Group Method of Data Handing. 324-328
  
• Ming Jin, Sheng Zhu:
  The L2-Gaining Steady Analysis of Hopfield Neural Network with Time-Varying Parameters. 329-332
  
• Hong Song, Lianjun Hu, Xiaohui Zeng, Hui Xiao:
  The Research on Data-Fusion Methods Based on Wavelet Neural Network. 333-337
  
• Kai Wang, Hong Zhao, Aixia Liu, Zhipeng Bai:
  The Risk Neural Network Based Visibility Forecast. 338-341
  
• Junchen Shang, Xiaolan Fu, Ye Liu, Chunming Luo:
  The Role of Trait Anxiety in the Interaction between Eye Gaze and Facial Expressions. 342-344
  
• Hongmei Liu:
  The Structural Features of Enhanced Hypercube Networks. 345-348
  
• Zhengyuan Jia, Lihua Gong:
  The Study of Quality Costs Optimization Based on Particle Swarm Optimization Algorithm and Strategic Coordination. 349-352
  
• Yijian Liu, Chen Peng:
  Time-Variation Nonlinear System Identification Based on Bayesian-Gaussian Neural Network. 353-357
  
• Liying Wei, Zhiwei Fang, Shuo Luan:
  Travel Time Prediction Method for Urban Expressway Link Based on Artificial Neural Network. 358-362
  
• Xiao-Lei Xia, Kang Li:
  Tree-Structured Learning of Multi-class SVMs with Triple Learning Units. 363-367
  
• Chungui Li, Meng Wang, Zi-Gaung Sun, Fei-Ying Lin, Zengfang Zhang:
  Urban Traffic Signal Learning Control Using Fuzzy Actor-Critic Methods. 368-372
  
• Fangyuan Yu, Zhenfa Mu:
  Variable Weighted Learning Algorithm and Its Convergence Rate. 373-377
  
• Jin Liang, Fei Luo, Yuge Xu:
  Wastewater DO Concentration Control through NH4 Prediction Based on Evolutionary Radial Basis Function Neural Network. 378-381
  
• Fei-bao Zhuo, Tian-qiang Huang, Gong-de Guo:
  WMCA: A Weighted Matrix Coverage Based Approach to Cluster Multivariate Time Series. 382-386
  
• Qinghua Chen, Kai Liu, Fukang Fang:
  Word Learning by a Extended BAM Network. 387-391
  

Neural Computation: Neurodynamics and Spiking Neurons

• Jun Peng, Shangzhu Jin, Xiaofeng Liao:
  A Novel Digital Image Encryption Algorithm Based on Hyperchaos by Controlling Lorenz System. 395-399
  
• Fuming Wang, Jianwu Wang, Yunsheng Wang, Jia Li:
  A Study on Controlling the Quality of Filled Soil-Stone Compaction. 400-403
  
• Yan Liu, Liujun Chen, Jiawei Chen, Jiaxin Cui, Fukang Fang:
  Burst Spike Trains Recognition Based on the Dynamic Properties of Hodgkin-Huxley Neurons and Synapses. 404-407
  
• Zhihong Liu, Yurong Zhou, Xiaochun Zhang, Xiaofeng Pang:
  Coherence Resonance in Coupled Neuron Models Driven by Colored Noise. 408-410
  
• Rui Yan, Zhuo Yang, Tao Zhang:
  Multiscale Cross Entropy: A Novel Algorithm for Analyzing Two Time Series. 411-413
  
• Xiuhong Wang, Qingli Qiao:
  Solving Graph Coloring Problems Based on a Chaos Neural Network with Non-monotonous Activation Function. 414-417
  
• Yueping Peng, Jue Wang:
  Study on Synchrony of Two Uncoupled Neurons under Slow Ramp Current Stimulation. 418-422
  
• Manling Ge, Guoya Dong, Tingting Wang, Li Yang, XueLian Pang, Lei Wang:
  The Application of Non-linear Regression Method to the Functional Connectivity during the Encoding and the Retrieval of Chinese Semantic Memory. 423-427
  

Neural Computation: Support Vector Machines

• Liangcheng Cheng, Huizhong Yang:
  A Learning Method of Support Vector Machine Based on Particle Filters. 431-435
  
• Peng Huang, Jie Zhu:
  A Multi-instance Model for Software Quality Estimation in OO Systems. 436-440
  
• Dingxue Wu, Wenping Fan:
  A New OFDM Channel Estimation Method Based on Pilot and MWLS-SVR. 441-444
  
• Honggang Bu, Jun Wang, Xiubao Huang:
  A Practical and Robust Way to the Optimization of Parameters in RBF Kernel-Based One-Class Classification Support Vector Methods. 445-449
  
• Ruo-Peng Wang, Hong-Min Xu:
  A Smoothing Function for 1-norm Support Vector Machines. 450-454
  
• Zhi-Qiang Zeng, Qun Wu, Cheng Yang, Ke-Shou Wu:
  An Evolution Method of Driving Seat Comfort Based on Least Squares Support Vector Regression. 455-459
  
• Peng Chen, Shuang Liu:
  An Improved DAG-SVM for Multi-class Classification. 460-462
  
• Yanfeng Tan, Xizhong Qin, Zhenhong Jia, Chun Chang, Hao Wang:
  An Improved Method of Traffic Forecasting Based on Tariff-SASVR. 463-467
  
• Shi-jin Ren, Jun-huai Lv, Xiao-lin Wang:
  An Optimal Set of Uncorrelated Margin Discriminant Vector. 468-472
  
• Yongqi Chen, Zhiguang Zhong:
  Application of LS_SVM and Deconvolution Method in Fault Diagnosis for Discrete Time-Delay Systems. 473-477
  
• Xuejin Gao, Pu Wang, Yongsheng Qi, Aijun Yan, Huiqing Zhang, Yanjie Gong:
  Comparison Studies of LS_SVM and SVM on Modeling for Fermentation Processes. 478-484
  
• Wei Sun, Guozhen Ma:
  Condition Assessment of Power Supply Equipment Based on Kernel Principal Component Analysis and Multi-class Support Vector Machine. 485-488
  
• Lei Wang, Rui-qing Zhang:
  Fault Diagnosis of Regenerative Water Heater Based-On Multi-class Support Vector Machines. 489-492
  
• Thi Nguyen, Lee Gordon-Brown, Peter Wheeler, Jim Peterson:
  GA-SVM Based Framework for Time Series Forecasting. 493-498
  
• Liang Hu, Guosheng Hu, Kuo Tang, Xilong Che:
  Grid Resource Prediction Based on Support Vector Regression and Genetic Algorithms. 499-505
  
• Changjiang Zhang, Bo Yang, Cungui Cheng:
  Identification for Orange Quality with FTIR-CWT-SVM. 506-510
  
• Hua Liang, Bolin Wang:
  Identification of Wiener Models Using Support Vector Machine. 511-515
  
• Lei Zhang, Jun Ma:
  Image Annotation by Incorporating Word Correlations into Multi-class SVM. 516-520
  
• Xiaoh Wang:
  Intelligent Modeling and Predicting Surface Roughness in End Milling. 521-525
  
• Haiyan Xie, Depeng Zhao, Zhiping Wang, Xin Tang:
  Linear Support Vector Machine Based on Variational Inequality. 526-530
  
• Weimin Zhang, Chunxiang Li, Biliang Zhong:
  LSSVM Parameters Optimizing and Non-linear System Prediction Based on Cross Validation. 531-535
  
• Xueying Zhang, Yueling Guo:
  Optimization of SVM Parameters Based on PSO Algorithm. 536-539
  
• Qing Yu, Baohua Zhang, Jinlin Wang:
  Parameter Optimization of e-Support Vector Machine by Genetic Algorithm. 540-542
  
• Yunhong Hu, Liang Fang, Guoping He:
  Privacy-Preserving SVM Classification on Vertically Partitioned Data without Secure Multi-party Computation. 543-546
  
• Xiaofei Wang, Junping Zhang, Ye Zhang:
  Registration of Remote Sensing Images Based on the Relevance Vector Machine. 547-551
  
• Hang Xie, Yuhe Liao, Hao Tang:
  Reliable Prediction System Based on Support Vector Regression with Genetic Algorithms. 552-555
  
• Lei Chen, Liyi Zhang, Yanju Guo, Ting Liu:
  Research of Blind Images Separation Algorithm Based on Kernel Space. 556-559
  
• Gao Wei:
  Sediment Classification Based on Least-Squares Support Vector Machine and Phase-Plane Analysis. 560-564
  
• Jing Bai, Yueling Guo:
  Speech Recognition Method Based on Linear Descending Inertia Weight PSO Algorithm Optimizing SVM Kernel Parameters. 565-568
  
• Cui Yan-bin:
  The Optimization Model Based on Support Vector Machine for the Energy-Conserving Generation Dispatch. 569-573
  
• Junqing Bai, Guirong Yan, Wentao Mao:
  The Relationship between Generalization Error and the Training Sample Number of SVM. 574-577
  
• Xiaodong Yu, Li Zhang:
  Transformer Fault Diagnosis Based on Improved SVM Model. 578-582
  
• Hai Ma, Yanjiang Wang:
  Well-Log Acoustic Velocity Prediction Based on Relevance Vector Machine. 583-586