International Conference on Natural Computation 2009 (original) (raw)

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5th ICNC 2009: Tianjian, China - Volume 2

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  • Neural Computation: Cellular Neural Networks
  • Neural Computation: Feedforward and Recurrent Neural Networks
  • Neural Computation: Neural Computation in Bioinformatics and Bio-Medical Engineering
  • Neural Computation: Neural Computation in Pattern Recognition and Diagnostics
  • Neural Computation: Neural Computation in Robotics and Intelligent Control
  • Neural Computation: Neural Computation in Signal Processing and Multimedia
  • Neural Computation: Neural Network Architectures of Neural Networks
  • Neural Computation: Principal and Independant Component Analysis

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  Haiying Wang, Kay Soon Low, Kexin Wei, Junqing Sun:
  Fifth International Conference on Natural Computation, ICNC 2009, Tianjian, China, 14-16 August 2009, 6 Volumes. IEEE Computer Society 2009, ISBN 978-0-7695-3736-8

Neural Computation: Cellular Neural Networks

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  Xueli Wu, Wenxia Du, Fanhua Meng:
  Analysis of Global Asymptotically Robust Stability about Delayed Cellular Neural Network. 3-7
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  Tadeusz Witkowski, Arkadiusz Antczak, Soliman Elzway, Pawel Antczak:
  Evolving Cellular Automata - Based Flexible Job Shop Scheduling. 8-13
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  Xiao-Hua Liu, Da Yuan, Jinjiang Li:
  Image Contour Extraction Based on CNN and Active Contour Model. 14-17
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  Chuanzhi Bai:
  Periodic Oscillation for Cohen-Grossberg-Type Bidirectional Associative Memory Neural Networks with Neutral Time-Varying Delays. 18-23
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  Wei-Chang Lee, Jong-Chen Chen, Shu-Yao Ho:
  Taiwan's Telecommunications Market Share with a Dynamic Evolutionary Simulation Model Paper. 24-27

Neural Computation: Feedforward and Recurrent Neural Networks

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  Ting Liu, Bin Wang, Lei Chen, Yunshan Sun, Liyi Zhang:
  An Adaptive Multi-user Detection Algorithm Based on Forward Neural Network. 31-34
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  Haiyan Yu, Xin Zhang, Qing Hu:
  Application of NN-PID Control in Linear Elevator. 35-37
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  Jie Tian, Shanhua Xue, Haining Huang:
  Classification of Underwater Objects Based on Probabilistic Neural Network. 38-42
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  Bing Li, Yilin Shen, Li Li:
  Electric Heating Cable Fault Locating System Based on Neural Network. 43-47
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  Xianqing Cao, Meng Bi:
  Extended Luenberger Observer Based on Dynamic Neural Network for Inertia Identification in PMSM Servo System. 48-52
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  Jing Liu, Jun Han, Feng Dong:
  Gas/Liquid Two-Phase Flow Regime Recognition by Combining the Features of Shannon's Entropy with the Improved Elman Network. 53-57
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  Jingkun Wang, Yuanliang Zhang, Kil To Chong:
  GPS/DR Navigation Data Fusion Research Using Neural Network. 58-61
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  Zhengwei Zhu, Yuying Guo:
  Judging Smelting End-Point of Fuming Furnace Using Tertiary Tuyere Flame. 62-66
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  Qiuxu Li, Jieyu Zhao:
  MRF Energy Minimization for Unsupervised Image Segmentation. 67-73
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  Fu Zhao, Yanjue Gong, Li Zhang, Hongbing Xin, Ping Wang:
  Optimization and Analysis of Deformable Mirror Supporting Structure. 74-78
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  Jiarong Huang, Junhui Zhao, Guangqin Gao, Xianyu Meng, Yuxiu Guan:
  Prediction of Stand Diameter Distribution with Artificial Neural Network. 79-82
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  Xiaoye Wang, Hua Zhang, Yingyuan Xiao, Degan Zhang:
  The Neural Network Proportion Integral Differential Controller and the Application on Mill Hydraulic Pressure Automatic Gauge Control System. 83-86

Neural Computation: Neural Computation in Bioinformatics and Bio-Medical Engineering

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  Haiying Wang, Huiru Zheng:
  A Bayesian Approach to Improving Decision Making in Support Vector Machine and its Application in Bioinformatics. 89-93
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  Dan Xiao, Zhendong Mu, Jianfeng Hu:
  A Linear Discrimination Method Used in Motor Imagery EEG Classification. 94-98
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  Fucheng Li, Jin Zhang, Lili Zhou, Jianping Du, Bin Yan:
  A New Segmentation Method of SAR Image Based on Multi-polarization information Fusion. 99-103
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  Huihui Zhao, Jianxin Chen, Na Hou, Weidong Lu, Wei Wang:
  A Proteome Characteristic Pattern of Unstable Angina was Found by Two-Dimensional Difference Gel Electrophoresis and Least Angle Regression. 104-108
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  Yafei Sun, Zhishu Li, Changjie Tang, Wangping Zhou, Rong Jiang:
  An Evolving Neural Network for Authentic Emotion Classification. 109-113
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  Mingai Li, Jingyu Liu, Dongmei Hao, Jinfu Yang:
  An Improved CSP Algorithm and Application in Motor Imagery Recognition. 114-117
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  Feifei Feng, Yongjun Wu, Chu Zhang, Yiming Wu:
  Application of Artificial Neural Network Model Established by Tumor Markers and Bronchofibroscopic Data in Auxiliary Diagnosis of Lung Cancer. 118-125
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  Miguel Antonio Sovierzoski, Leandro Schwarz, Fernando Mendes de Azevedo:
  Binary Neural Classifier of Raw EEG Data to Separate Spike and Sharp Wave of the Eye Blink Artifact. 126-130
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  Siqi Ding, Tianlin Hu, Yang Shen, Chun Lin, Yuanqing Huang:
  Detection of Lung Cancer with Breath Biomarkers Based on SVM Regression. 131-138
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  Ming-Ai Li, Rui Wang, Dongmei Hao, Jin-Fu Yang:
  Feature Extraction and Classification of Mental EEG for Motor Imagery. 139-143
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  Jingwei Liu, Minghua Deng, Minping Qian:
  Feature-Based Causal Structure Discovery in Protein and Gene Expression Data with Bayesian Network. 144-148
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  Charles Lo, Qixin Cao, Xiaoxiao Zhu, Zhen Zhang:
  Gesture Recognition System Based on Acceleration Data for Robocup Referees. 149-153
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  Benyong Liu, Jing Zhang:
  Image Computing: Fractional Spectra and Circular Moments via FrFT. 154-157
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  Yu Zhang, Jing-Liang Xu, Zhen-Hong Yuan:
  Modeling and Prediction in the Enzymatic Hydrolysis of Cellulose Using Artificial Neural Networks. 158-162
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  Zhanwei Li, Dongxing Cao, Guolin Duan:
  Obtaining Virtual and Realistic Images and Facial Characters from Robot Using Neural Networks. 163-166
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  Yuehui Chen, Wei Li, Nana Cai:
  Predicting Protein Structural Class Based on Ensemble Binary Classification. 167-170
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  Jong-Min Kim, Kyoung-Ho Kim, Mang-Kyu Song:
  Real Time Face Detection and Recognition Using Rectangular Feature Based Classifier and Modified Matching Algorithm. 171-175
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  Jie Wang, Qingyong He, Kui-wu Yao, Wu Rong, Yanwei Xing, Yue Zhang:
  Support Vector Machine (SVM) and Traditional Chinese Medicine: Syndrome Factors Based an SVM from Coronary Heart Disease Treated by Prominent Traditional Chinese Medicine Doctors. 176-180
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  Dong Wang, Jizhou Sun, Fuchao Li:
  Using Parallel Combined Classifiers to Improve Classification of Proteins. 181-185

Neural Computation: Neural Computation in Pattern Recognition and Diagnostics

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  Ming Yang, Ping Yang:
  A Novel Hypothesis-Margin Based Method Incorporating Minimal-Redundancy Criterion for Feature Selection. 189-194
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  Yan Wang, Yi Sun, Wenxing Zhang:
  Automatic Inspection of Small Component on Loaded PCB Based on Mean-Shift and Support Vector Machine. 195-198
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  Xiang Chen, Weihua Cai, Na Chen:
  Coal Mine Safety Investment Prediction Based on Support Vector Machine. 199-202
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  Xiaojian Ma, Xuehui Gan:
  Condition Monitoring and Faults Recognizing of Dish Centrifugal Separator by Artifical Neural Network Combined with Expert System. 203-207
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  Xin Ma, Donglai Zhang, Dianguo Xu:
  Degradation Failure Prediction from Coil Current Signals of Electromagnetic Valves in Coal Mining Based on Neural Network. 208-213
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  Jin-Ding Cai, Ren-Wu Yan:
  Fault Diagnosis of Power Electronic Circuit Based on Random Forests Algorithm. 214-217
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  Chao Tan, Feng Dong:
  Gas-Water Two-Phase Flow Regime Recognition with Data and Feature Fusion from a Dual-Plane ERT System. 218-222
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  Laijiu Zheng, Bing Du:
  Neural Network Modeling for Bio-enzymatic Degumming on Kenaf. 223-226
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  Ling He, Margaret Lech, Namunu Chinthaka Maddage, Nicholas B. Allen:
  Neural Networks and TEO Features for an Automatic Recognition of Stress in Spontaneous Speech. 227-231
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  Jun Zhang, Xiaoyu Li, Wei Wang, Shengjie Jiao, Yi Zhang, Mao Si Kui:
  Non-invasive Assessment of Fish Freshness with Bio-impedance and BP-ANN Method. 232-235
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  Yuan Dong, Liang Lu, Xianyu Zhao, Haila Wang:
  Nonlinear Nuisance Attribute Projection in Combined Kernels for SVM-Based Speaker Verification. 236-239
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  Zai-Wen Wang, Chao-Lin Zhang, Chen Su, Cong-Lan Cheng:
  On Modeling of Atmospheric Visibility Classification Forecast with Nonlinear Support Vector Machine. 240-244
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  Zhijun Yang, Guang Dai, Wei Li, Yanbiao Jiang:
  Research on Magnetic Flux Leakage Signals Quantity Technology of Tank Floor Corrosion Defects Based on Artificial Neural Network. 245-249
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  Zhe Liu, Xiaowei Fan, Fangyuan Lv:
  SAR Image Segmentation Using Contourlet and Support Vector Machine. 250-254
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  Qihong Huang, Haijiang Wang, Qing Xu, Wuzhong Bi:
  Semi-supervised Learning with Locally Linear Coordination for Face Recognition. 255-259
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  Ling He, Margaret Lech, Namunu Chinthaka Maddage, Nicholas B. Allen:
  Stress Detection Using Speech Spectrograms and Sigma-pi Neuron Units. 260-264
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  Ning An, Peisheng Cong, Zhongliang Zhu:
  Wheat Quality Recognition Based on Watershed Algorithm and Kernel Partial Least Squares. 265-269

Neural Computation: Neural Computation in Robotics and Intelligent Control

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  Xiaodong Wang, Xiaoguang Zhao, Min Tan:
  Modeling, Identification and Robust Control of Yaw Dynamics of Small-Scale Unmanned Helicopters. 273-276
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  Chun-Jung Chen, Tien-Chi Chen, Hung-Jung Ho, Chin-Chih Ou:
  PSS Design Using Adaptive Recurrent Neural Network Controller. 277-281
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  Chun-hua Li, Yu Jing, Xin-Jian Zhu:
  Study on Control Strategy for Photovoltaic Energy Systems Based on Recurrent Fuzzy Neural Networks. 282-286
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  Junliang Zhang, Li Lin:
  Synchronization Motion Control for Electro-hydraulic System of Tensioner for Pipelaying Vessel. 287-291
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  Yan Li, Yong Wang:
  Trajectory Tracking Control of a Redundantly Actuated Parallel Robot Using Diagonal Recurrent Neural Network. 292-296

Neural Computation: Neural Computation in Signal Processing and Multimedia

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  Hongbin Wang, Liyi Zhang, Huakui Wang:
  Blind MultiUser Detection Algrithem Based on LMK Feed-Foward Neural Network. 299-302
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  Gao Wei:
  Geoacoustic Inversion Based on Support Vector Machine. 303-306
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  Zhiqiang Yao, Liping Chen, Rijing Pan, Shanchao Yang, Kevin Curran:
  Improved Blind Watermarking of 3D Objects Based on Partition. 307-311
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  Chengfu Yang, Luping Ji, Guisong Liu:
  Study to Speech Emotion Recognition Based on TWINsSVM. 312-316

Neural Computation: Neural Network Architectures of Neural Networks

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  Jiawei Chen, Yan Liu, Qinghua Chen, Liujun Chen, Fukang Fang:
  A Neural Network Model for Chinese Character Perception. 319-323
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  Jianxin Dai:
  A New Image Denoising Method via Self-Organizing Feature Map Based on Hidden Markov Models. 324-328
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  Xiaodong Hu, Meiying Yang, Jingqiang Cheng, Liangyou Chen:
  A New Product Development Cost Estimation Method Based on the Optimal Weight Combination. 329-333
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  Xue-mei Wu, Gui-xian Li, De-bin Shan, Wei-min Zhao:
  A New Surface Reconstruction Method in Reverse Engineering. 334-338
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  Zeng-Shun Zhao, Zeng-Guang Hou, Min Tan:
  A Novel Clustering Method Combining Heuristics and Information Theorem. 339-343
• 
  Chuan-Hua Zhou, An-Shi Xie, Xin-Wei Xu, Bao-Hua Zhou, Feng Zhang:
  A Self-Adaptive Hybrid Genetic Algorithm for Data Mining Applications. 344-351
• 
  Nantian Huang, Lin Lin:
  An Improved BP Neural Network Model Based on Quasic-Newton Algorithm. 352-356
• 
  Qing Chen, Wei Guo, Cuihong Li:
  An Improved PSO Algorithm to Optimize BP Neural Network. 357-360
• 
  Yan Liu, Rubin Wang, Zhikang Zhang, Xianfa Jiao:
  Analysis of Neurodynamics on Phase Neural Coding in the Presence of Inhibitory Neurons. 361-365
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  Zhenxiang Xing, Qiang Fu:
  Application of BP Model Based on RAGA and MCMC in Probabilistic Flood Forecasting. 366-369
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  Yang Jing, Xie Zhao:
  Associative Memory with Small-World Adaptive Structure through Annealed Rewiring. 370-374
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  Yao-Qun Xu, Xin Zheng:
  Chaotic Neural Network with Disturbance of Trigonometric Function. 375-378
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  Xingbo Sun, Yi Wan, Rong Guo:
  Chinese Wine Classification Using BPNN through Combination of Micrographs' Shape and Structure Features. 379-384
• 
  Qingxiang Wu, T. Martin McGinnity, Liam P. Maguire, German D. Valderrama-Gonzalez, Jianyong Cai:
  Detection of Straight Lines Using a Spiking Neural Network Model. 385-389
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  Cheng Huang, Youlian Zhu:
  Fast Algorithm for Arbitrary Length Discrete Cosine Transform. 390-393
• 
  Jianjun Wang, Bin Zou, Baili Chen:
  How to Measure the Essential Approximation Capability of a FNN. 394-398
• 
  Guifang Yang, Mingzhong Tian:
  Leakage Forecasting of Karst Reservoir Using Back-Propagation Artificial Neural Network: A Case of Shuibuya Hydroproject. 399-403
• 
  Luping Ji, Xiaorong Pu, Guisong Liu:
  Modified PCNN Filtering for Fingerprint Enhancement. 404-408
• 
  Ji Zhao, Wei Chen, Wenbo Xu:
  Nonlinear System Identification Based on Radial Basis Function Neural Network Using Improved Particle Swarm Optimization. 409-413
• 
  Hui Xie, Fei Ma, Qingyuan Bai:
  Prediction of Indoor Air Quality Using Artificial Neural Networks. 414-418
• 
  Dong-Chul Park, Dong-Min Woo:
  Prediction of Network Traffic Using Dynamic Bilinear Recurrent Neural Network. 419-423
• 
  Jian Bao, Yi Yan, Bin Zhou:
  Research on Real-Time Image Sharpening Methods Based on Optimized Neural Network. 424-428
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  Dawei Qi, Peng Zhang:
  Research on Wood Density Detection by X-Ray Based on Neural Network. 429-433
• 
  Liu Hui:
  Sigmoid-Linear BP Neural Network Based Variable Selecting Method. 434-438
• 
  Xiaodan Zhang, Rubin Wang, Zhikang Zhang, Xianfa Jiao:
  Stochastic Evolution Model of Neuronal Oscillator Population under the Condition of the Higher Order Coupling. 439-443
• 
  Yanwen Liu, Ming Zhou:
  Study of Financial Risk Prediction Based on Rough Set-ANN Model. 444-448
• 
  Yingying Su, Taifu Li, Debiao Wang, Yucheng Liu, Danping Qi:
  The Modeling Ability and Its Effectivity for Multi-layer ADALINE NN. 449-453
• 
  Yu Sun, Hui Lin:
  The Research and Application of Adaptive PID Controller Based on Neural Network Predictive Model. 454-459
• 
  Jiao-yu Liu, Yong-hui Cheng, Kun Chen:
  The Temperature Control of the Furnace Based on PID of Grey Predicting's Neural Network. 460-463
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  Yu Peng, Jianmin Wang, Xiyuan Peng:
  Traffic Prediction with Reservoir Computing for Mobile Networks. 464-468
• 
  Dawei Han, Weizhong Yan:
  Validation of the Gamma Test for Model Input Data Selection - with a Case Study in Evaporation Estimation. 469-473

Neural Computation: Principal and Independant Component Analysis

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  Yongbao Liu, Liangli Ma, Shuhong Huang:
  A Fault Detection and Isolation Model Based on Conditional Finite State Machine for Gas Turbine. 477-481
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  Zhenwei Shi, Xueyan Tan, Zhanxing Zhu, Zhiguo Jiang:
  A Fixed-Point Algorithm for Nonnegative Independent Component Analysis. 482-485
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  Chunyu Kang, Xinhua Zhang, Dong Han:
  A New Kind of Method for DOA Estimation Based on Blind Source Separation and MVDR Beamforming. 486-490
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  Li-zhong Zhu, Jing Jiang, Hai-feng Guo:
  A New Sliding-Mode Control Algorithm with Simulation. 491-495
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  Xinwei Feng, Zhongliang Zhu, Peisheng Cong:
  A Novel Algorithm for Baseline Correction of Chemical Signals. 496-499
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  Jinghui Wang, Yuanchao Zhao:
  A Parallel Independent Component Implement Based on Field-Programmable-Gate-Array. 500-503
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  Xuhui Chen, Lei Wang, Yong Xu:
  A Symmetric Orthogonal FastICA Algorithm and Applications in EEG. 504-508
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  Tevfik Kiziloren, Emin Germen:
  Anomaly Detection with Self-Organizing Maps and Effects of Principal Component Analysis on Feature Vectors. 509-513
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  Tianxiao Li, Qiang Fu, Shuqin Xu, Fanxiang Meng:
  Application of Principal Component Analysis in Evaluating Influence Factors of Evaporation in Northern Cold Area. 514-518
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  (Withdrawn) Application of Principal Component Analysis in Analyzing Main Influence Factors of Increasing Grain Yield in Sanjiang Plain. 519-523
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  Yanfei Sun:
  Combined Neural Network and PCA for Complicated Damage Detection of Bridge. 524-528
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  Weidong Jiao, Yong Chang:
  DOA Estimation of Multiple Spatio-temporal Sources in the Time Domain. 529-536
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  Wei Wang, Hong Zhao, Qiang Li, Zhixiong Liu:
  Engineering Signals' Blind Source Separation in Frequency Domain and Its Application. 537-541
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  Wei Lu, Wei Sun, Hongtao Lu:
  Enriched Gabor Feature Based PCA for Face Recognition with One Training Image per Person. 542-546
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  Gang Cheng, Shi-rong Ge, Shi-lei Jiang:
  Error Analysis and Kinematic Calibration of 3-RPS Symmetrical Parallel Bionic Leg. 547-551
• 
  Yunxia Li, Changyuan Fan:
  Extraction of Periodic Signals Based on Maximum Likelihood Estimation. 552-554
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  Yunxia Li, Changyuan Fan:
  Face Recognition by Nonnegative Independent Component Analysis. 555-558
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  Cai-Kou Chen, Pu Huang, Jun Shi:
  Face Recognition Using Modular Independent Component Analysis Directly Based on Image Matrix. 559-562
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  Lin Xu, Xiuli Wang, Xifan Wang:
  Fast Method of Compound Event Probability Calculation Based on Binary Tree. 563-567
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  Yan Zhang, Tao Zhang:
  Kernel-Based Bayesian Face Recognition. 568-572
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  Baochang Zhang, Hong Zheng, Zhongli Wang:
  Local Kernel Mapping for Object Recognition. 573-576
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  Shengyong Hu, Jinjin Zheng, Wenhao Huang, Hongjun Zhou, Lianguan Shen:
  Magnetic Field Analysis of a New 3-Axis Optical Pickup Actuator Based on ANSYS. 577-580
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  Lizhi Pei, Runsheng Wang:
  Moving Cast Shadow Detection Based on PCA. 581-584
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  Xiaoyan Qiao, Douzhe Li, Youer Dong:
  P300 Feature Extraction Based on Parametric Model and FastICA Algorithm. 585-589
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  Wenhui Wang, Juner Ma:
  Principal Component Regression Approach for Forecasting Silicon Content in Hot Metal. 590-593
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  Zhenwei Shi, Zhanxing Zhu, Xueyan Tan, Zhiguo Jiang:
  Quadratic Form Innovation to Blind Source Separation. 594-597
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  Hong-yan Li, Qing-hua Zhao, Guang-long Ren, Bao-jin Xiao:
  Speech Enhancement Algorithm Based on Independent Component Analysis. 598-602
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  Junping Zhang, Fengyang Zhu:
  Target Detection Approach for Hyperspectral Imagery Based on Independent Component Analysis and Local Singularity. 603-607
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  Xueli Wei, Xiaofeng Cui, Chun Jiang, Xinbo Zhou:
  The Earthquake Probability Prediction Based on Weighted Factor Coefficients of Principal Components. 608-612
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  Kan Chen, Pan Fu:
  The Feature Selection in Rolling Bearing Fault Diagnosing Based on Parts-Principle Component Analysis. 613-616
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  Qingsheng Liu, Gaohuan Liu:
  Using Tasseled Cap Transformation and Finite Gaussian Mixture Model to Classify Landsat TM Imagery Data. 617-620
• 
  Zhanyong Wang, Jianhua Xu, Feng Lu, Yan Zhang:
  Using the Method Combining PCA with BP Neural Network to Predict Water Demand for Urban Development. 621-625

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