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Advances in Neural Networks – ISNN 2005

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Cover of 'Advances in Neural Networks – ISNN 2005'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 A New Approach for Classification: Visual Simulation Point of View
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    Chapter 2 A Novel Classifier with the Immune-Training Based Wavelet Neural Network
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    Chapter 3 Fisher Subspace Tree Classifier Based on Neural Networks
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    Chapter 4 Classification Algorithms Based on Fisher Discriminant and Perceptron Neural Network
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    Chapter 5 Robust Classification of Immunity Clonal Synergetic Network Inspired by Fuzzy Integral
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    Chapter 6 An Improved Optimal Pairwise Coupling Classifier
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    Chapter 7 Improvement on Response Performance of Min-Max Modular Classifier by Symmetric Module Selection
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    Chapter 8 Principle for Outputs of Hidden Neurons in CC4 Network
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    Chapter 9 Chunk Incremental LDA Computing on Data Streams
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    Chapter 10 A Novel Clustering Method Based on SVM
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    Chapter 11 Clustering High-Dimensional Data Using Growing SOM
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    Chapter 12 A Novel Clustering Algorithm Based upon a SOFM Neural Network Family
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    Chapter 13 Advanced Visualization Techniques for Self-organizing Maps with Graph-Based Methods
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    Chapter 14 Selection of Optimal Features for Iris Recognition
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    Chapter 15 Application of Multi-weighted Neuron for Iris Recognition
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    Chapter 16 Robust Precise Eye Location by Adaboost and SVM Techniques
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    Chapter 17 Classification-Based Face Detection Using Compound Features
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    Chapter 18 Face Recognition Using RBF Neural Networks and Wavelet Transform
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    Chapter 19 Face Recognition Using Fisher Non-negative Matrix Factorization with Sparseness Constraints
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    Chapter 20 Gabor Features-Based Classification Using SVM for Face Recognition
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    Chapter 21 An Experimental Evaluation of Linear and Kernel-Based Classifiers for Face Recognition
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    Chapter 22 A Study on Illumination Invariant Face Recognition Methods Based on Multiple Eigenspaces
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    Chapter 23 Boosted Independent Features for Face Expression Recognition
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    Chapter 24 Intelligent Immigration Control System by Using Passport Recognition and Face Verification
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    Chapter 25 Recognition of Finger Spelling of American Sign Language with Artificial Neural Network Using Position/Orientation Sensors and Data Glove
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    Chapter 26 Fingerprint Minutia Recognition with Fuzzy Neural Network
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    Chapter 27 Fingerprint Classification Based on Curvature Sampling and RBF Neural Networks
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    Chapter 28 Palmprint Recognition Based on Translation Invariant Zernike Moments and Modular Neural Network
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    Chapter 29 Gait Recognition Using Independent Component Analysis
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    Chapter 30 Nighttime Pedestrian Detection with a Normal Camera Using SVM Classifier
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    Chapter 31 Signature Recognition and Verification with Artificial Neural Network Using Moment Invariant Method
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    Chapter 32 Handwritten Digit Recognition with Kernel-Based LVQ Classifier in Input Space
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    Chapter 33 Recognition of English Business Cards Using Enhanced Hybrid Network
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    Chapter 34 A Novel Approach for License Plate Recognition Using Subspace Projection and Probabilistic Neural Network
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    Chapter 35 Automatic Authentication Technique Based on Supervised ART-2 and Polynomial Spline Pyramid Algorithm
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    Chapter 36 Neural Network Based Online Feature Selection for Vehicle Tracking
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    Chapter 37 TextCC: New Feed Forward Neural Network for Classifying Documents Instantly
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    Chapter 38 A Neural Network Model for Hierarchical Multilingual Text Categorization
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    Chapter 39 Chinese Syntactic Category Disambiguation Using Support Vector Machines
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    Chapter 40 A Clustering Algorithm for Chinese Text Based on SOM Neural Network and Density
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    Chapter 41 Automatic Caption Detection in Video Frames Based on Support Vector Machine
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    Chapter 42 Selection of ICA Features for Texture Classification
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    Chapter 43 Feature Selection and Fusion for Texture Classification
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    Chapter 44 Scene Classification Using Adaptive Processing of Tree Representation of Rectangular-Shape Partition of Images
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    Chapter 45 Shape Recognition Based on Radial Basis Probabilistic Neural Network and Application to Plant Species Identification
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    Chapter 46 Image Recognition Using Synergetic Neural Network
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    Chapter 47 Content Based Retrieval and Classification of Cultural Relic Images
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    Chapter 48 Obscene Image Recognition Based on Model Matching and BWFNN
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    Chapter 49 Classification of SAR Imagery Using Multiscale Self-organizing Network
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    Chapter 50 Mixture of Experts for Stellar Data Classification
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    Chapter 51 A Neural Network Model for Extraction of Salient Contours
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    Chapter 52 A Mechanism for Extracting Optical Virtual Contours of Discrete Dot Stimuli
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    Chapter 53 Using Self-organizing Map for Mental Tasks Classification in Brain-Computer Interface
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    Chapter 54 Speech Recognition Using Stereo Vision Neural Networks with Competition and Cooperation
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    Chapter 55 Speech Recognition of Finite Words Based on Multi-weight Neural Network
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    Chapter 56 Continuous Speech Research Based on Two-Weight Neural Network
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    Chapter 57 Two-Domain Feature Compensation for Robust Speech Recognition
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    Chapter 58 On Kernel Discriminant Analyses Applied to Phoneme Classification
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    Chapter 59 Automatic News Audio Classification Based on Selective Ensemble SVMs
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    Chapter 60 A Compound Statistical Model Based Radar HRRP Target Recognition
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    Chapter 61 A Radar Target Multi-feature Fusion Classifier Based on Rough Neural Network
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    Chapter 62 Automatic Digital Modulation Recognition Based on ART2A-DWNN
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    Chapter 63 Recognition of Radiated Noises of Ships Using Auditory Features and Support Vector Machines
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    Chapter 64 Feature Selection and Identification of Underground Nuclear Explosion and Natural Earthquake Based on Gamma Test and BP Neural Network
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    Chapter 65 An Adaptive Neural Network Classifier for Tropical Cyclone Prediction Using a Two-Layer Feature Selector
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    Chapter 66 Feature Point Matching of Affine Model Images Using Hopfield Network
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    Chapter 67 Nonlinear System Modeling Using Wavelet Networks
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    Chapter 68 Robust Modeling for Nonlinear Dynamic Systems Using a Neurofuzzy Approach with Iterative Optimization
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    Chapter 69 Modelling of Chaotic Systems with Recurrent Least Squares Support Vector Machines Combined with Stationary Wavelet Transform
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    Chapter 70 Adding Value to System Dynamics Modeling by Using Artificial Neural Network
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    Chapter 71 Least Squares Wavelet Support Vector Machines for Nonlinear System Identification
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    Chapter 72 Wavelet Support Vector Machines and Its Application for Nonlinear System Identification
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    Chapter 73 Comparative Assessment of Interval and Affine Arithmetic in Neural Network State Prediction
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    Chapter 74 Identification of Duffing’s Equation with Dynamic Recurrent Neural Network
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    Chapter 75 An Intelligent System for Dynamic System State Forecasting
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    Chapter 76 Sequential Extraction Algorithm for BSS Without Error Accumulation
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    Chapter 77 A Learning Framework for Blind Source Separation Using Generalized Eigenvalues
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    Chapter 78 Post-nonlinear Blind Source Separation Using Neural Networks with Sandwiched Structure
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    Chapter 79 A Novel Approach for Underdetermined Blind Sources Separation in Frequency Domain
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    Chapter 80 A Neural Network Blind Separation Method Based on Special Frequency Bins
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    Chapter 81 Application of Blind Source Separation to Time Delay Estimation in Interference Environments
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    Chapter 82 Blind Identification and Deconvolution for Noisy Two-Input Two-Output Channels
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    Chapter 83 A Novel Blind Deconvolution Method for Single-Output Chaotic Convolution Mixed Signal
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    Chapter 84 Stability Analysis of Multichannel Blind Deconvolution
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    Chapter 85 Joint Diagonalization of Power Spectral Density Matrices for Blind Source Separation of Convolutive Mixtures
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    Chapter 86 A Block-Adaptive Subspace Method Using Oblique Projections for Blind Separation of Convolutive Mixtures
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    Chapter 87 FIR Convolutive BSS Based on Sparse Representation
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    Chapter 88 Blind Separation Combined Frequency Invariant Beamforming and ICA for Far-field Broadband Acoustic Signals
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    Chapter 89 Blind Source Separation-Based Encryption of Images and Speeches
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    Chapter 90 A Digital Audio Watermarking Scheme Based on Blind Source Separation
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    Chapter 91 Lidar Signal Processing for Under-Water Object Detection
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    Chapter 92 Ultra-wideband Nearfield Adaptive Beamforming Based on a RBF Neural Network
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    Chapter 93 Automatic Digital Modulation Recognition Using Support Vector Machines and Genetic Algorithm
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    Chapter 94 A Unified Framework for Synthesis of Cosine-Modulated Filter Banks and Corresponding Wavelets
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    Chapter 95 A Systematic Chaotic Noise Reduction Method Combining with Neural Network
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    Chapter 96 A New Speech Enhancement Method for Adverse Noise Environment
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    Chapter 97 A Subband Adaptive Learning Algorithm for Microphone Array Based Speech Enhancement
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    Chapter 98 A Spiking Neuron Model of Auditory Neural Coding
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    Chapter 99 Blind Feature Extraction for Time-Series Classification Using Haar Wavelet Transform
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    Chapter 100 Prediction of Time Sequence Using Recurrent Compensatory Neuro-fuzzy Systems
  102. Altmetric Badge
    Chapter 101 Study of Nonlinear Multivariate Time Series Prediction Based on Neural Networks
  103. Altmetric Badge
    Chapter 102 Improving Ability of Passive Attacks of Chaotic Encryption by Using Neural Network
  104. Altmetric Badge
    Chapter 103 Advances in Neural Networks – ISNN 2005
  105. Altmetric Badge
    Chapter 104 A Novel Identity-Based Key Issuing Scheme Based on Interacting Neural Network
  106. Altmetric Badge
    Chapter 105 The Projection Pursuit Learning Network for Nonlinear Time Series Modeling and Forecasting
  107. Altmetric Badge
    Chapter 106 A New Scheme for Blind Decomposition of Mixed Pixels Based on Non-negative Matrix Factorization
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    Chapter 107 Representing Image Matrices: Eigenimages Versus Eigenvectors
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    Chapter 108 A SIMD Neural Network Processor for Image Processing
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    Chapter 109 MRF-MBNN: A Novel Neural Network Architecture for Image Processing
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    Chapter 110 Using LM Artificial Neural Networks and η -Closest-Pixels for Impulsive Noise Suppression from Highly Corrupted Images
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    Chapter 111 Two Novel Image Filters Based on Canonical Piecewise Linear Networks
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    Chapter 112 A New Effective and Powerful Image Segmentation Method
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    Chapter 113 A Novel Image Interpolator Based on Probabilistic Neural Network with Shapeness/Smoothness Adaptation
  115. Altmetric Badge
    Chapter 114 Contrast Enhancement for Image with Simulated Annealing Algorithm and Wavelet Neural Network
  116. Altmetric Badge
    Chapter 115 Adaptive Constructive Neural Networks Using Hermite Polynomials for Image Compression
  117. Altmetric Badge
    Chapter 116 Compression of Remote Sensing Images Based on Ridgelet and Neural Network
  118. Altmetric Badge
    Chapter 117 The SAR Image Compression with Projection Pursuit Neural Networks
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    Chapter 118 Image Restoration Using Hopfield Neural Network Based on Total Variational Model
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    Chapter 119 Pulse Coupled Neural Network Based Image Fusion
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    Chapter 120 A Novel Image Fusion Method Based on SGNN
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    Chapter 121 Multifocus Image Fusion Using Spatial Features and Support Vector Machine
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    Chapter 122 A New Scheme for Fusion of Multispectral and Panchromatic Images Based on Residual Error
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    Chapter 123 Binocular 3D Reconstruction Based on Neural Network
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    Chapter 124 A Neural Network Based Lossless Digital Image Watermarking in the Spatial Domain
  126. Altmetric Badge
    Chapter 125 A Copy Attack Resilient Blind Watermarking Algorithm Based on Independent Feature Components
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    Chapter 126 Watermarking Capacity Analysis Based on Neural Network
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    Chapter 127 SVR-Based Oblivious Watermarking Scheme
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    Chapter 128 An Audio Watermarking Scheme with Neural Network
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    Chapter 129 Subsampling-Based Robust Watermarking Using Neural Network Detector
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    Chapter 130 Image Feature Extraction Based on an Extended Non-negative Sparse Coding Neural Network Model
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    Chapter 131 Evolving Optimal Feature Set by Interactive Reinforcement Learning for Image Retrieval
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    Chapter 132 Perception-Oriented Prominent Region Detection in Video Sequences Using Fuzzy Inference Neural Network
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    Chapter 133 The Application of Neural Network and Wavelet in Human Face Illumination Compensation
  135. Altmetric Badge
    Chapter 134 Global Icons and Local Icons of Images Based Unit-Linking PCNN and Their Application to Robot Navigation
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    Chapter 135 A Neural Model for Extracting Occluding Subjective Surfaces
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    Chapter 136 Hopfield Neural Network Image Matching Based on Hausdorff Distance and Chaos Optimizing
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    Chapter 137 Neural Network Based Fairing of Digitized Curves and Its Application
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    Chapter 138 A Digital Image Encryption Scheme Based on the Hybrid of Cellular Neural Network and Logistic Map
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    Chapter 139 Image Encryption Scheme Based on Chaotic Neural System
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    Chapter 140 Effectiveness of Different Target Coding Schemes on Networks in Financial Engineering
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    Chapter 141 Select the Size of Training Set for Financial Forecasting with Neural Networks
  143. Altmetric Badge
    Chapter 142 Estimating the Yield Curve Using Calibrated Radial Basis Function Networks
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    Chapter 143 Fast ICA for Online Cashflow Analysis
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    Chapter 144 Impacts of Internet Stock News on Stock Markets Based on Neural Networks
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    Chapter 145 Coherent Risk Measure Using Feedfoward Neural Networks
  147. Altmetric Badge
    Chapter 146 Application of Evidence Theory and Neural Network in Warning System of Financial Risk
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    Chapter 147 Novel Questionnaire-Responded Transaction Approach with SVM for Credit Card Fraud Detection
  149. Altmetric Badge
    Chapter 148 Learning of Neural Networks for Fraud Detection Based on a Partial Area Under Curve
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    Chapter 149 Customer Churning Prediction Using Support Vector Machines in Online Auto Insurance Service
  151. Altmetric Badge
    Chapter 150 Image Feature Extraction Based on an Extended Non-negative Sparse Coding Neural Network Model
Attention for Chapter 16: Robust Precise Eye Location by Adaboost and SVM Techniques
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Chapter title
Robust Precise Eye Location by Adaboost and SVM Techniques
Chapter number 16
Book title
Advances in Neural Networks – ISNN 2005
Published by
Springer, Berlin, Heidelberg, May 2005
DOI 10.1007/11427445_16
Book ISBNs
978-3-54-025913-8, 978-3-54-032067-8
Authors

Xusheng Tang, Zongying Ou, Tieming Su, Haibo Sun, Pengfei Zhao

View on publisher site
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 15 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
China 2 13%
Chile 1 7%
United Kingdom 1 7%
Unknown 11 73%

Demographic breakdown

Readers by professional status Count As %
Researcher 4 27%
Student > Doctoral Student 3 20%
Student > Ph. D. Student 3 20%
Student > Master 3 20%
Student > Bachelor 1 7%
Other 1 7%
Readers by discipline Count As %
Engineering 7 47%
Computer Science 5 33%
Economics, Econometrics and Finance 1 7%
Unknown 2 13%

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