Advances in Neural Networks – ISNN 2012: 9th International Symposium on Neural Networks, Shenyang, China, July 11-14, 2012. Proceedings, Part I

Front Matter....Pages -
The Pattern Classification Based on Fuzzy Min-max Neural Network with New Algorithm....Pages 1-9
Multi-class Classification with One-Against-One Using Probabilistic Extreme Learning Machine....Pages 10-19
Similarity Measurement and Feature Selection Using Genetic Algorithm....Pages 20-29
Entropic Feature Discrimination Ability for Pattern Classification Based on Neural IAL....Pages 30-37
Design of Optimized Radial Basis Function Neural Networks Classifier with the Aid of Fuzzy Clustering and Data Preprocessing Method....Pages 38-45
An Efficient Histogram-Based Texture Classification Method with Weighted Symmetrized Kullback-Leibler Divergence....Pages 46-55
The Recognition Study of Impulse and Oscillation Transient Based on Spectral Kurtosis and Neural Network....Pages 56-63
Forward Feature Selection Based on Approximate Markov Blanket....Pages 64-72
An Adaption of Relief for Redundant Feature Elimination....Pages 73-81
Feature Selection of Frequency Spectrum for Modeling Difficulty to Measure Process Parameters....Pages 82-91
Nonnegative Dictionary Learning by Nonnegative Matrix Factorization with a Sparsity Constraint....Pages 92-101
A New Method for Hand Detection Based on Hough Forest....Pages 102-109
Multi-scale Convolutional Neural Networks for Natural Scene License Plate Detection....Pages 110-119
Robust Mean Shift Tracking with Background Information....Pages 120-129
Heart Sounds Classification with a Fuzzy Neural Network Method with Structure Learning....Pages 130-140
On Cortex Mechanism Hierarchy Model for Facial Expression Recognition: Multi-database Evaluation Results....Pages 141-148
LEFT–Logical Expressions Feature Transformation: A Framework for Transformation of Symbolic Features....Pages 149-158
A Time-Frequency Aware Cochlear Implant: Algorithm and System....Pages 159-168
Gradient Vector Flow Based on Anisotropic Diffusion....Pages 169-178
ECG Classification Based on Non-cardiology Feature....Pages 179-186
Building High-Performance Classifiers Using Positive and Unlabeled Examples for Text Classification....Pages 187-195
A Modified Neural Network Classifier with Adaptive Weight Update and GA-Based Feature Subset Selection....Pages 196-204
A Study on Optimized Face Recognition Algorithm Realized with the Aid of Multi-dimensional Data Preprocessing Technologies and RBFNNs....Pages 205-212
Design of Face Recognition Algorithm Using Hybrid Data Preprocessing and Polynomial-Based RBF Neural Networks....Pages 213-220
Two-Phase Test Sample Representation with Efficient M-Nearest Neighbor Selection in Face Recognition....Pages 221-228
A Multiple Sub-regions Design of non-Classical Receptive Field....Pages 229-238
A New Method of Edge Detection Based on PSO....Pages 239-246
Speed Limit Sign Recognition Using Log-Polar Mapping and Visual Codebook....Pages 247-256
A Medical Image Fusion Method Based on Visual Models....Pages 257-265
A Novel Method of River Detection for High Resolution Remote Sensing Image Based on Corner Feature and SVM....Pages 266-273
Nature Image Feature Extraction Using Several Sparse Variants of Non-negative Matrix Factorization Algorithm....Pages 274-281
A Remote Sensing Image Matching Algorithm Based on the Feature Extraction....Pages 282-289
Robust Color Image Watermarking Using LS-SVM Correction....Pages 290-296
A Model of Image Representation Based on Non-classical Receptive Fields....Pages 297-306
Coevolving between Structure and Dynamics of Growing Networks....Pages 307-315
Learning to Explore Spatio-temporal Impacts for Event Evaluation on Social Media....Pages 316-325
Aspect and Sentiment Extraction Based on Information-Theoretic Co-clustering....Pages 326-335
Exploratory Class-Imbalanced and Non-identical Data Distribution in Automatic Keyphrase Extraction....Pages 336-345
The Research on Fisher-RBF Data Fusion Model of Network Security Detection....Pages 346-354
Optimal Battery Management with ADHDP in Smart Home Environments....Pages 355-364
Robot Navigation Based on Fuzzy Behavior Controller....Pages 365-375
New Robust H  ∞  Fuzzy Control for the Interconnected Bilinear Systems Subject to Actuator Saturation....Pages 376-385
Robust Constrained Constant Modulus Algorithm....Pages 386-395
Data-Driven Integrated Modeling and Intelligent Control Methods of Grinding Process....Pages 396-405
Direct Adaptive Neural Dynamic Surface Control of Uncertain Nonlinear Systems with Input Saturation....Pages 406-415
Adaptive Dynamic Surface Control of Uncertain Nonlinear Time-Delay Systems Based on High-Gain Filter Observer and Fuzzy Neural Networks....Pages 416-423
Time-Delay Wavelet Neural Networks Model with Application to Ship Control....Pages 424-432
Research on the Application Mechanism of Single Neuron SAC Algorithm in Feedforward Compensation System Based on Invariance Principle about Hot Strip Mill....Pages 433-440
H  ∞  Robust Control for Singular Networked Control Systems with Uncertain Time-Delay....Pages 441-450
A Model Reference Neural Speed Regulator Applied to Belt-Driven Servomechanism....Pages 451-460
Model-Free Iterative Learning Control for Repetitive Impulsive Noise Using FFT....Pages 461-467
Research on Diagnosis Method of Predictive Control Performance Model Based on Data....Pages 468-477
Temperature Control in Water-Gas Shift Reaction with Adaptive Dynamic Programming....Pages 478-487
Regenerative Braking Control Strategy for Electric Vehicle....Pages 488-495
Recurrent Neural Network-Based Control for Wastewater Treatment Process....Pages 496-506
Neural Network Adaptive Control for Cooperative Path-Following of Marine Surface Vessels....Pages 507-514
Vessel Steering Control Using Generalized Ellipsoidal Basis Function Based Fuzzy Neural Networks....Pages 515-524
Fast Tracking Control of Three-Phase PWM Rectifier for Microturbine....Pages 525-533
Self-learning Control Schemes for Two-Person Zero-Sum Differential Games of Continuous-Time Nonlinear Systems with Saturating Controllers....Pages 534-543
Neuroadaptive Speed Assistance Control of Wind Turbine with Variable Ratio Gearbox (VRG)....Pages 544-554
Sentic Maxine: Multimodal Affective Fusion and Emotional Paths....Pages 555-565
Heteroskedastic Regression and Persistence in Random Walks at Tokyo Stock Exchange....Pages 566-574
Soft Measurement Modeling Based on Hierarchically Neural Network (HNN) for Wastewater Treatment....Pages 575-584
Predictive Model of Production Index for Sugar Clarification Process by GDFNN....Pages 585-593
Energy Consumption Prediction in Ironmaking Process Using Hybrid Algorithm of SVM and PSO....Pages 594-600
An Energy Aware Approach for Task Scheduling in Energy-Harvesting Sensor Nodes....Pages 601-610
A Projection Based Learning Meta-cognitive RBF Network Classifier for Effective Diagnosis of Parkinson’s Disease....Pages 611-620
CNN Hyperchaotic Synchronization with Applications to Secure Communication....Pages 621-627
Parallel Decision Tree with Application to Water Quality Data Analysis....Pages 628-637
Prediction of Biomass Concentration with Hybrid Neural Network....Pages 638-644
Short-Term Wind Power Prediction Based on Wavelet Decomposition and Extreme Learning Machine....Pages 645-653
Fingerprint Enhancement Method Based on Wavelet and Unsharp Masking....Pages 654-663
Back Matter....Pages -