Advances in Neural Networks – ISNN 2012

Table of Contents

1. Altmetric Badge
   Book Overview
2. Altmetric Badge
   Chapter 1 The Pattern Classification Based on Fuzzy Min-max Neural Network with New Algorithm
3. Altmetric Badge
   Chapter 2 Multi-class Classification with One-Against-One Using Probabilistic Extreme Learning Machine
4. Altmetric Badge
   Chapter 3 Similarity Measurement and Feature Selection Using Genetic Algorithm
5. Altmetric Badge
   Chapter 4 Entropic Feature Discrimination Ability for Pattern Classification Based on Neural IAL
6. Altmetric Badge
   Chapter 5 Design of Optimized Radial Basis Function Neural Networks Classifier with the Aid of Fuzzy Clustering and Data Preprocessing Method
7. Altmetric Badge
   Chapter 6 An Efficient Histogram-Based Texture Classification Method with Weighted Symmetrized Kullback-Leibler Divergence
8. Altmetric Badge
   Chapter 7 The Recognition Study of Impulse and Oscillation Transient Based on Spectral Kurtosis and Neural Network
9. Altmetric Badge
   Chapter 8 Forward Feature Selection Based on Approximate Markov Blanket
10. Altmetric Badge
    Chapter 9 An Adaption of Relief for Redundant Feature Elimination
11. Altmetric Badge
    Chapter 10 Feature Selection of Frequency Spectrum for Modeling Difficulty to Measure Process Parameters
12. Altmetric Badge
    Chapter 11 Nonnegative Dictionary Learning by Nonnegative Matrix Factorization with a Sparsity Constraint
13. Altmetric Badge
    Chapter 12 A New Method for Hand Detection Based on Hough Forest
14. Altmetric Badge
    Chapter 13 Multi-scale Convolutional Neural Networks for Natural Scene License Plate Detection
15. Altmetric Badge
    Chapter 14 Robust Mean Shift Tracking with Background Information
16. Altmetric Badge
    Chapter 15 Heart Sounds Classification with a Fuzzy Neural Network Method with Structure Learning
17. Altmetric Badge
    Chapter 16 On Cortex Mechanism Hierarchy Model for Facial Expression Recognition: Multi-database Evaluation Results
18. Altmetric Badge
    Chapter 17 LEFT–Logical Expressions Feature Transformation: A Framework for Transformation of Symbolic Features
19. Altmetric Badge
    Chapter 18 A Time-Frequency Aware Cochlear Implant: Algorithm and System
20. Altmetric Badge
    Chapter 19 Gradient Vector Flow Based on Anisotropic Diffusion
21. Altmetric Badge
    Chapter 20 ECG Classification Based on Non-cardiology Feature
22. Altmetric Badge
    Chapter 21 Building High-Performance Classifiers Using Positive and Unlabeled Examples for Text Classification
23. Altmetric Badge
    Chapter 22 A Modified Neural Network Classifier with Adaptive Weight Update and GA-Based Feature Subset Selection
24. Altmetric Badge
    Chapter 23 A Study on Optimized Face Recognition Algorithm Realized with the Aid of Multi-dimensional Data Preprocessing Technologies and RBFNNs
25. Altmetric Badge
    Chapter 24 Design of Face Recognition Algorithm Using Hybrid Data Preprocessing and Polynomial-Based RBF Neural Networks
26. Altmetric Badge
    Chapter 25 Two-Phase Test Sample Representation with Efficient M-Nearest Neighbor Selection in Face Recognition
27. Altmetric Badge
    Chapter 26 A Multiple Sub-regions Design of non-Classical Receptive Field
28. Altmetric Badge
    Chapter 27 A New Method of Edge Detection Based on PSO
29. Altmetric Badge
    Chapter 28 Speed Limit Sign Recognition Using Log-Polar Mapping and Visual Codebook
30. Altmetric Badge
    Chapter 29 A Medical Image Fusion Method Based on Visual Models
31. Altmetric Badge
    Chapter 30 A Novel Method of River Detection for High Resolution Remote Sensing Image Based on Corner Feature and SVM
32. Altmetric Badge
    Chapter 31 Nature Image Feature Extraction Using Several Sparse Variants of Non-negative Matrix Factorization Algorithm
33. Altmetric Badge
    Chapter 32 A Remote Sensing Image Matching Algorithm Based on the Feature Extraction
34. Altmetric Badge
    Chapter 33 Robust Color Image Watermarking Using LS-SVM Correction
35. Altmetric Badge
    Chapter 34 A Model of Image Representation Based on Non-classical Receptive Fields
36. Altmetric Badge
    Chapter 35 Coevolving between Structure and Dynamics of Growing Networks
37. Altmetric Badge
    Chapter 36 Learning to Explore Spatio-temporal Impacts for Event Evaluation on Social Media
38. Altmetric Badge
    Chapter 37 Aspect and Sentiment Extraction Based on Information-Theoretic Co-clustering
39. Altmetric Badge
    Chapter 38 Exploratory Class-Imbalanced and Non-identical Data Distribution in Automatic Keyphrase Extraction
40. Altmetric Badge
    Chapter 39 The Research on Fisher-RBF Data Fusion Model of Network Security Detection
41. Altmetric Badge
    Chapter 40 Optimal Battery Management with ADHDP in Smart Home Environments
42. Altmetric Badge
    Chapter 41 Robot Navigation Based on Fuzzy Behavior Controller
43. Altmetric Badge
    Chapter 42 New Robust H  ∞  Fuzzy Control for the Interconnected Bilinear Systems Subject to Actuator Saturation
44. Altmetric Badge
    Chapter 43 Robust Constrained Constant Modulus Algorithm
45. Altmetric Badge
    Chapter 44 Data-Driven Integrated Modeling and Intelligent Control Methods of Grinding Process
46. Altmetric Badge
    Chapter 45 Direct Adaptive Neural Dynamic Surface Control of Uncertain Nonlinear Systems with Input Saturation
47. Altmetric Badge
    Chapter 46 Adaptive Dynamic Surface Control of Uncertain Nonlinear Time-Delay Systems Based on High-Gain Filter Observer and Fuzzy Neural Networks
48. Altmetric Badge
    Chapter 47 Time-Delay Wavelet Neural Networks Model with Application to Ship Control
49. Altmetric Badge
    Chapter 48 Research on the Application Mechanism of Single Neuron SAC Algorithm in Feedforward Compensation System Based on Invariance Principle about Hot Strip Mill
50. Altmetric Badge
    Chapter 49 H  ∞  Robust Control for Singular Networked Control Systems with Uncertain Time-Delay
51. Altmetric Badge
    Chapter 50 A Model Reference Neural Speed Regulator Applied to Belt-Driven Servomechanism
52. Altmetric Badge
    Chapter 51 Model-Free Iterative Learning Control for Repetitive Impulsive Noise Using FFT
53. Altmetric Badge
    Chapter 52 Research on Diagnosis Method of Predictive Control Performance Model Based on Data
54. Altmetric Badge
    Chapter 53 Temperature Control in Water-Gas Shift Reaction with Adaptive Dynamic Programming
55. Altmetric Badge
    Chapter 54 Regenerative Braking Control Strategy for Electric Vehicle
56. Altmetric Badge
    Chapter 55 Recurrent Neural Network-Based Control for Wastewater Treatment Process
57. Altmetric Badge
    Chapter 56 Neural Network Adaptive Control for Cooperative Path-Following of Marine Surface Vessels
58. Altmetric Badge
    Chapter 57 Vessel Steering Control Using Generalized Ellipsoidal Basis Function Based Fuzzy Neural Networks
59. Altmetric Badge
    Chapter 58 Fast Tracking Control of Three-Phase PWM Rectifier for Microturbine
60. Altmetric Badge
    Chapter 59 Self-learning Control Schemes for Two-Person Zero-Sum Differential Games of Continuous-Time Nonlinear Systems with Saturating Controllers
61. Altmetric Badge
    Chapter 60 Neuroadaptive Speed Assistance Control of Wind Turbine with Variable Ratio Gearbox (VRG)
62. Altmetric Badge
    Chapter 61 Sentic Maxine: Multimodal Affective Fusion and Emotional Paths
63. Altmetric Badge
    Chapter 62 Heteroskedastic Regression and Persistence in Random Walks at Tokyo Stock Exchange
64. Altmetric Badge
    Chapter 63 Soft Measurement Modeling Based on Hierarchically Neural Network (HNN) for Wastewater Treatment
65. Altmetric Badge
    Chapter 64 Predictive Model of Production Index for Sugar Clarification Process by GDFNN
66. Altmetric Badge
    Chapter 65 Energy Consumption Prediction in Ironmaking Process Using Hybrid Algorithm of SVM and PSO
67. Altmetric Badge
    Chapter 66 An Energy Aware Approach for Task Scheduling in Energy-Harvesting Sensor Nodes
68. Altmetric Badge
    Chapter 67 A Projection Based Learning Meta-cognitive RBF Network Classifier for Effective Diagnosis of Parkinson’s Disease
69. Altmetric Badge
    Chapter 68 CNN Hyperchaotic Synchronization with Applications to Secure Communication
70. Altmetric Badge
    Chapter 69 Parallel Decision Tree with Application to Water Quality Data Analysis
71. Altmetric Badge
    Chapter 70 Prediction of Biomass Concentration with Hybrid Neural Network
72. Altmetric Badge
    Chapter 71 Short-Term Wind Power Prediction Based on Wavelet Decomposition and Extreme Learning Machine
73. Altmetric Badge
    Chapter 72 Fingerprint Enhancement Method Based on Wavelet and Unsharp Masking