ISNN 2011: Guilin, China

Supervised Learning and Unsupervised Learning

• Bo Li, Jin Liu, Wenyong Dong:
  Maximum Variance Sparse Mapping. 1-8
  
• Yongsheng Dong, Jinwen Ma:
  Contourlet-Based Texture Classification with Product Bernoulli Distributions. 9-18
  
• Roberto Alejo, P. Toribio, José Martínez Sotoca, Rosa Maria Valdovinos, Eduardo Gasca:
  Resampling Methods versus Cost Functions for Training an MLP in the Class Imbalance Context. 19-26
  
• Nian Zhang:
  Prediction of Urban Stormwater Runoff in Chesapeake Bay Using Neural Networks. 27-36
  
• Peter Tino:
  One-Shot Learning of Poisson Distributions in Serial Analysis of Gene Expression. 37-46
  
• Hongyan Wang, Jinwen Ma:
  Simultaneous Model Selection and Feature Selection via BYY Harmony Learning. 47-56
  

Kernel Methods and Support Vector Machines

• Qiang Chen, Weiqing Tong:
  The Characteristics Study on LBP Operator in Near Infrared Facial Image. 57-65
  
• Qiuye Sun, Zhongxu Li, Jianguo Zhou, Xue Liang:
  Fault Diagnosis for Smart Grid with Uncertainty Information Based on Data. 66-75
  
• Rongqing Huang, Shiliang Sun, Yan Liu:
  Sparse Kernel Regression for Traffic Flow Forecasting. 76-84
  
• Qingsong Xu, Pak-Kin Wong, Yangmin Li:
  Rate-Dependent Hysteresis Modeling and Compensation Using Least Squares Support Vector Machines. 85-93
  
• Nguyen Thi Thanh Thuy, Nguyen Thi Ngoc Vinh, Ngo Anh Vien:
  Nomogram Visualization for Ranking Support Vector Machine. 94-102
  
• Lei Yang, Wei-Min Ma, Bo Tian:
  New Multi-class Classification Method Based on the SVDD Model. 103-112
  
• Shaoxiong Wu:
  Intelligence Statistical Process Control in Cellular Manufacturing Based on SVM. 113-120
  
• Huiyan Jiang, Xiangying Liu, Lingbo Zhou, Hiroshi Fujita, Xiangrong Zhou:
  Morlet-RBF SVM Model for Medical Images Classification. 121-129
  
• Xiaoping Guo, Liping Fan:
  COD Prediction for SBR Batch Processes Based on MKPCA and LSSVM Method. 130-135
  

Mixture Models and Clustering

• Chonglun Fang, Jinwen Ma:
  A Fixed-Point EM Algorithm for Straight Line Detection. 136-143
  
• Hamid Parvin, Behrouz Minaei, Hosein Alizadeh, Akram Beigi:
  A Novel Classifier Ensemble Method Based on Class Weightening in Huge Dataset. 144-150
  
• Ya Gao, Shiliang Sun, Dongyu Shi:
  Network-Scale Traffic Modeling and Forecasting with Graphical Lasso. 151-158
  
• Min-quan Zhao, Qing-wei Liang, Shanshan Jiang, Ping Chen:
  Learning Curve Model for Torpedo Based on Neural Network. 159-164
  
• Yan Yang, Jinwen Ma:
  An Efficient EM Approach to Parameter Learning of the Mixture of Gaussian Processes. 165-174
  
• Yanzhu Zhang, Xiaoyan Wang, Yanmei Wang:
  Boundary Controller of the Anti-stable Fractional-Order Vibration Systems. 175-181
  
• Kai Yang, Yankui Liu, Xin Zhang:
  Stochastic p-Hub Center Problem with Discrete Time Distributions. 182-191
  
• Xiaozhe Wang, Leo Lopes:
  Orthogonal Feature Learning for Time Series Clustering. 192-198
  
• Yi Ding, Xian Fu:
  A Text Document Clustering Method Based on Ontology. 199-206
  

Visual Perception and Pattern Recognition

• Huaping Liu, Fuchun Sun, Meng Gao:
  Visual Tracking Using Iterative Sparse Approximation. 207-214
  
• Yuxiang Jiang, Hui Wei:
  Orientation Representation and Efficiency Trade-off of a Biological Inspired Computational Vision Model. 215-224
  
• Li Cui, SongYun Xie:
  The Application of Genetic Algorithm Based Support Vector Machine for Image Quality Evaluation. 225-231
  
• Yasuomi D. Sato, Jenia Jitsev, Jörg Bornschein, Daniela Pamplona, Christian Keck, Christoph von der Malsburg:
  A Gabor Wavelet Pyramid-Based Object Detection Algorithm. 232-240
  
• Xinhong Zhang, Fan Zhang, Yuli Xu:
  Quality Evaluation of Digital Image Watermarking. 241-250
  
• Wankou Yang, Cuixian Chen, Karl Ricanek, Changyin Sun:
  Ensemble of Global and Local Features for Face Age Estimation. 251-259
  
• Sultan Uddin Ahmed, Md. Fazle Elahi Khan, M. Shahjahan:
  A Filter Based Feature Selection Approach Using Lempel Ziv Complexity. 260-269
  
• Ming Xiong, Wankou Yang, Changyin Sun:
  Finger-Knuckle-Print Recognition Using LGBP. 270-277
  
• Chi-Jie Lu, Yuehjen E. Shao, Chao-Liang Chang:
  Applying ICA and SVM to Mixture Control Chart Patterns Recognition in a Process. 278-287
  
• Wankou Yang, Amrutha Sethuram, Eric Patterson, Karl Ricanek, Changyin Sun:
  Gender Classification Using the Profile. 288-295
  
• Yun Xing, Qingshan Yang, Chengan Guo:
  Face Recognition Based on Gabor Enhanced Marginal Fisher Model and Error Correction SVM. 296-304
  
• Siyao Fu, Xinkai Kuai, Guosheng Yang:
  Facial Expression Recognition by Independent Log-Gabor Component Analysis. 305-312
  
• Xiaobing Liu, Bo Zhang:
  Learning Hierarchical Dictionary for Shape Patterns. 313-322
  

Motion, Tracking and Object Recognition

• Yuanyuan Zuo, Bo Zhang:
  Sparse Based Image Classification with Different Keypoints Descriptors. 323-330
  
• Yuekai Wang, Xiaofeng Wu, Xiaoying Song, Wenqiang Zhang, Juyang Weng:
  Where-What Network with CUDA: General Object Recognition and Location in Complex Backgrounds. 331-341
  
• Jifeng Shen, Changyin Sun, Wankou Yang, Zhongxi Sun:
  Fast Human Detection Based on Enhanced Variable Size HOG Features. 342-349
  
• Zhichao Lian, Meng Joo Er, Juekun Li:
  A Novel Local Illumination Normalization Approach for Face Recognition. 350-355
  
• Chuan Wan, Yantao Tian, Hongwei Chen, Xinzhu Wang:
  Rapid Face Detection Algorithm of Color Images under Complex Background. 356-363
  
• Zhi-Yong Peng, Hong-Zhou Li, Jian-Ming Liu:
  An Improvement Method for Daugman's Iris Localization Algorithm. 364-372
  
• Tung Xuan Truong, Jong-Myon Kim:
  Fire Detection with Video Using Fuzzy c-Means and Back-Propagation Neural Network. 373-380
  
• Siyao Fu, Xinkai Kuai, Guosheng Yang:
  Multiple Kernel Active Learning for Facial Expression Analysis. 381-387
  
• Zheng Dang, Songyun Xie, Ge Wang, Fahad Raza:
  Fast Moving Target Detection Based on Gray Correlation Analysis and Background Subtraction. 388-394
  
• Feng Ji, Xinbo Gao, Zheng Dang, Songyun Xie:
  Shadow Removal Based on Gray Correlation Analysis and Sobel Edge Detection Algorithm. 395-401
  
• Qiang Wang, Wenjun Zhu, Liqing Zhang:
  Moving Object Detecting System with Phase Discrepancy. 402-411
  
• Yang Weon Lee:
  Automation of Virtual Interview System Using the Gesture Recognition of Particle Filter. 412-419
  

Natural Scene Analysis and Speech Recognition

• Dong Yang, Ping Guo:
  Performance Analysis of Improved Affinity Propagation Algorithm for Image Semantic Annotation. 420-428
  
• Libo Ma, Malte J. Rasch, Si Wu:
  Learning Variance Statistics of Natural Images. 429-436
  
• Rudy Rotili, Emanuele Principi, Stefano Squartini, Francesco Piazza:
  Real-Time Joint Blind Speech Separation and Dereverberation in Presence of Overlapping Speakers. 437-446
  
• Ngoc Thi Thu Nguyen, Mohammad A. Haque, Cheol Hong Kim, Jong-Myon Kim:
  Audio Segmentation and Classification Using a Temporally Weighted Fuzzy C-Means Algorithm. 447-456
  
• Dongxiao Ren, Mao Ye, Yuanxiang Zhu:
  Extracting Specific Signal from Post-nonlinear Mixture Based on Maximum Negentropy. 457-465
  
• Qingzhong Liu, Andrew H. Sung, Mengyu Qiao:
  A Method to Detect JPEG-Based Double Compression. 466-476
  
• Ziping Zhao, Xirong Ma, Weidong Pei:
  Semi Supervised Learning for Prediction of Prosodic Phrase Boundaries in Chinese TTS Using Conditional Random Fields. 477-485
  
• Pafan Doungpaisan:
  Singer Identification Using Time-Frequency Audio Feature. 486-495
  
• Martin Wöllmer, Erik Marchi, Stefano Squartini, Björn Schuller:
  Robust Multi-stream Keyword and Non-linguistic Vocalization Detection for Computationally Intelligent Virtual Agents. 496-505
  

Neuromorphic Hardware, Fuzzy Neural Networks and Robotics

• Jianzhi Cao, Haijun Jiang:
  On Control of Hopf Bifurcation in a Class of TCP/AQM Networks. 506-514
  
• Chaoxu Mu, Changyin Sun, Xinghuo Yu:
  State Feedback Control Based on Twin Support Vector Regression Compensating for a Class of Nonlinear Systems. 515-524
  
• Mahardhika Pratama, Meng Joo Er, Xiang Li, Linn San, J. O. Richard, Lain-Yin Zhai, Amin Jahromi Torabi, Imam Arifin:
  Genetic Dynamic Fuzzy Neural Network (GDFNN) for Nonlinear System Identification. 525-534
  
• Guo-Xing Wen, Yan-Jun Liu, C. L. Philip Chen:
  Adaptive Robust NN Control of Nonlinear Systems. 535-541
  
• Ning Wang, Yue Tan, Dan Wang, Shaoman Liu:
  A Generalized Online Self-constructing Fuzzy Neural Network. 542-551
  
• Naibiao Zhou, Kefu Liu, Xiaoping Liu, Bing Chen:
  Adaptive Fuzzy Control of an Active Vibration Isolator. 552-562
  
• M. R. Wang, Yong-Duan Song, Q. Song, Peng Han:
  Fuzzy-Adaptive Fault-Tolerant Control of High Speed Train Considering Traction/Braking Faults and Nonlinear Resistive Forces. 563-573
  
• Wei-lin Luo, Zao-jian Zou:
  Robust Cascaded Control of Propeller Thrust for AUVs. 574-582
  
• Xiaogang Ruan, Lizhen Dai, Gang Yang, Jing Chen:
  A Developmental Learning Based on Learning Automata. 583-590
  

Multi-agent Systems and Adaptive Dynamic Programming

• Shusong Li, Shiyong Zhang, Binglin Dou:
  Meddler, Agents in the Bounded Confidence Model on Flocking Movement World. 591-600
  
• Bei Kang, Chang-Hee Won:
  Statistical Optimal Control Using Neural Networks. 601-610
  
• Jun Wu, Xin Xu, Lei Zuo, Zhaobin Li, Jian Wang:
  Adaptive Kernel-Width Selection for Kernel-Based Least-Squares Policy Iteration Algorithm. 611-619
  
• Qinglai Wei, Ding Wang, Derong Liu:
  Finite Horizon Optimal Tracking Control for a Class of Discrete-Time Nonlinear Systems. 620-629
  
• Ding Wang, Derong Liu:
  Optimal Control for a Class of Unknown Nonlinear Systems via the Iterative GDHP Algorithm. 630-639
  

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