Advances in Neural Networks – ISNN 2011: 8th International Symposium on Neural Networks, ISNN 2011, Guilin, China, May 29–June 1, 2011, Proceedings, Part II

Front Matter....Pages -
Maximum Variance Sparse Mapping....Pages 1-8
Contourlet-Based Texture Classification with Product Bernoulli Distributions....Pages 9-18
Resampling Methods versus Cost Functions for Training an MLP in the Class Imbalance Context....Pages 19-26
Prediction of Urban Stormwater Runoff in Chesapeake Bay Using Neural Networks....Pages 27-36
One-Shot Learning of Poisson Distributions in Serial Analysis of Gene Expression....Pages 37-46
Simultaneous Model Selection and Feature Selection via BYY Harmony Learning....Pages 47-56
The Characteristics Study on LBP Operator in Near Infrared Facial Image....Pages 57-65
Fault Diagnosis for Smart Grid with Uncertainty Information Based on Data....Pages 66-75
Sparse Kernel Regression for Traffic Flow Forecasting....Pages 76-84
Rate-Dependent Hysteresis Modeling and Compensation Using Least Squares Support Vector Machines....Pages 85-93
Nomogram Visualization for Ranking Support Vector Machine....Pages 94-102
New Multi-class Classification Method Based on the SVDD Model....Pages 103-112
Intelligence Statistical Process Control in Cellular Manufacturing Based on SVM....Pages 113-120
Morlet-RBF SVM Model for Medical Images Classification....Pages 121-129
COD Prediction for SBR Batch Processes Based on MKPCA and LSSVM Method....Pages 130-135
A Fixed-Point EM Algorithm for Straight Line Detection....Pages 136-143
A Novel Classifier Ensemble Method Based on Class Weightening in Huge Dataset....Pages 144-150
Network-Scale Traffic Modeling and Forecasting with Graphical Lasso....Pages 151-158
Learning Curve Model for Torpedo Based on Neural Network....Pages 159-164
An Efficient EM Approach to Parameter Learning of the Mixture of Gaussian Processes....Pages 165-174
Boundary Controller of the Anti-stable Fractional-Order Vibration Systems....Pages 175-181
Stochastic p -Hub Center Problem with Discrete Time Distributions....Pages 182-191
Orthogonal Feature Learning for Time Series Clustering....Pages 192-198
A Text Document Clustering Method Based on Ontology....Pages 199-206
Visual Tracking Using Iterative Sparse Approximation....Pages 207-214
Orientation Representation and Efficiency Trade-off of a Biological Inspired Computational Vision Model....Pages 215-224
The Application of Genetic Algorithm Based Support Vector Machine for Image Quality Evaluation....Pages 225-231
A Gabor Wavelet Pyramid-Based Object Detection Algorithm....Pages 232-240
Quality Evaluation of Digital Image Watermarking....Pages 241-250
Ensemble of Global and Local Features for Face Age Estimation....Pages 251-259
A Filter Based Feature Selection Approach Using Lempel Ziv Complexity....Pages 260-269
Finger-Knuckle-Print Recognition Using LGBP....Pages 270-277
Applying ICA and SVM to Mixture Control Chart Patterns Recognition in a Process....Pages 278-287
Gender Classification Using the Profile....Pages 288-295
Face Recognition Based on Gabor Enhanced Marginal Fisher Model and Error Correction SVM....Pages 296-304
Facial Expression Recognition by Independent Log-Gabor Component Analysis....Pages 305-312
Learning Hierarchical Dictionary for Shape Patterns....Pages 313-322
Sparse Based Image Classification with Different Keypoints Descriptors....Pages 323-330
Where-What Network with CUDA: General Object Recognition and Location in Complex Backgrounds....Pages 331-341
Fast Human Detection Based on Enhanced Variable Size HOG Features....Pages 342-349
A Novel Local Illumination Normalization Approach for Face Recognition....Pages 350-355
Rapid Face Detection Algorithm of Color Images under Complex Background....Pages 356-363
An Improvement Method for Daugman’s Iris Localization Algorithm....Pages 364-372
Fire Detection with Video Using Fuzzy c-Means and Back-Propagation Neural Network....Pages 373-380
Multiple Kernel Active Learning for Facial Expression Analysis....Pages 381-387
Fast Moving Target Detection Based on Gray Correlation Analysis and Background Subtraction....Pages 388-394
Shadow Removal Based on Gray Correlation Analysis and Sobel Edge Detection Algorithm....Pages 395-401
Moving Object Detecting System with Phase Discrepancy....Pages 402-411
Automation of Virtual Interview System Using the Gesture Recognition of Particle Filter....Pages 412-419
Performance Analysis of Improved Affinity Propagation Algorithm for Image Semantic Annotation....Pages 420-428
Learning Variance Statistics of Natural Images....Pages 429-436
Real-Time Joint Blind Speech Separation and Dereverberation in Presence of Overlapping Speakers....Pages 437-446
Audio Segmentation and Classification Using a Temporally Weighted Fuzzy C-Means Algorithm....Pages 447-456
Extracting Specific Signal from Post-nonlinear Mixture Based on Maximum Negentropy....Pages 457-465
A Method to Detect JPEG-Based Double Compression....Pages 466-476
Semi Supervised Learning for Prediction of Prosodic Phrase Boundaries in Chinese TTS Using Conditional Random Fields....Pages 477-485
Singer Identification Using Time-Frequency Audio Feature....Pages 486-495
Robust Multi-stream Keyword and Non-linguistic Vocalization Detection for Computationally Intelligent Virtual Agents....Pages 496-505
On Control of Hopf Bifurcation in a Class of TCP/AQM Networks....Pages 506-514
State Feedback Control Based on Twin Support Vector Regression Compensating for a Class of Nonlinear Systems....Pages 515-524
Genetic Dynamic Fuzzy Neural Network (GDFNN) for Nonlinear System Identification....Pages 525-534
Adaptive Robust NN Control of Nonlinear Systems....Pages 535-541
A Generalized Online Self-constructing Fuzzy Neural Network....Pages 542-551
Adaptive Fuzzy Control of an Active Vibration Isolator....Pages 552-562
Fuzzy-Adaptive Fault-Tolerant Control of High Speed Train Considering Traction/Braking Faults and Nonlinear Resistive Forces....Pages 563-573
Robust Cascaded Control of Propeller Thrust for AUVs....Pages 574-582
A Developmental Learning Based on Learning Automata....Pages 583-590
Meddler, Agents in the Bounded Confidence Model on Flocking Movement World....Pages 591-600
Statistical Optimal Control Using Neural Networks....Pages 601-610
Adaptive Kernel-Width Selection for Kernel-Based Least-Squares Policy Iteration Algorithm....Pages 611-619
Finite Horizon Optimal Tracking Control for a Class of Discrete-Time Nonlinear Systems....Pages 620-629
Optimal Control for a Class of Unknown Nonlinear Systems via the Iterative GDHP Algorithm....Pages 630-639
Back Matter....Pages -