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ISNN 2011: Guilin, China
- Derong Liu, Huaguang Zhang, Marios M. Polycarpou, Cesare Alippi, Haibo He:
Advances in Neural Networks - ISNN 2011 - 8th International Symposium on Neural Networks, ISNN 2011, Guilin, China, May 29-June 1, 2011, Proceedings, Part II. Lecture Notes in Computer Science 6676, Springer 2011, ISBN 978-3-642-21089-1
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
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 Tiño
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
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
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
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
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
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
Applying ICA and SVM to Mixture Control Chart Patterns Recognition in a Process. 278-287 - Wankou Yang, Amrutha Sethuram, Eric Patterson
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
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
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
Real-Time Joint Blind Speech Separation and Dereverberation in Presence of Overlapping Speakers. 437-446 - Ngoc Thi Thu Nguyen, Mohammad A. Haque
Audio Segmentation and Classification Using a Temporally Weighted Fuzzy C-Means Algorithm. 447-456 - Dongxiao Ren, Mao Ye
Extracting Specific Signal from Post-nonlinear Mixture Based on Maximum Negentropy. 457-465 - Qingzhong Liu
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
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
Genetic Dynamic Fuzzy Neural Network (GDFNN) for Nonlinear System Identification. 525-534 - Guoxing Wen, Yan-Jun Liu
Adaptive Robust NN Control of Nonlinear Systems. 535-541 - Ning Wang
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 - Weilin Luo, Zaojian 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
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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