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Advances in Neural Networks – ISNN 2007

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Cover of 'Advances in Neural Networks – ISNN 2007'

Table of Contents

  1. Altmetric Badge
    Book Overview
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    Chapter 1 Using Three Layer Neural Network to Compute Multi-valued Functions
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    Chapter 2 A Novel Global Hybrid Algorithm for Feedforward Neural Networks
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    Chapter 3 Study on Relationship Between NIHSS and TCM-SSASD Based on the BP Neural Network Multiple Models Method
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    Chapter 4 Application of Back-Propagation Neural Network to Power Transformer Insulation Diagnosis
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    Chapter 5 Momentum BP Neural Networks in Structural Damage Detection Based on Static Displacements and Natural Frequencies
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    Chapter 6 Deformation Measurement of the Large Flexible Surface by Improved RBFNN Algorithm and BPNN Algorithm
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    Chapter 7 Evaluation of the Growth of Real Estate Financial System Based on BP Neural Network
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    Chapter 8 GA-Based Neural Network to Identification of Nonlinear Structural Systems
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    Chapter 9 Approximation Capability Analysis of Parallel Process Neural Network with Application to Aircraft Engine Health Condition Monitoring
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    Chapter 10 Neural Network-Based Position Sensorless Control for Transverse Flux Linear SRM
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    Chapter 11 Tourism Room Occupancy Rate Prediction Based on Neural Network
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    Chapter 12 Recurrent Neural Networks on Duty of Anomaly Detection in Databases
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    Chapter 13 Solving Variational Inequality Problems with Linear Constraints Based on a Novel Recurrent Neural Network
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    Chapter 14 Equalization of 8PSK Signals with a Recurrent Neural Network
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    Chapter 15 Short-Term Load Forecasting Using BiLinear Recurrent Neural Network
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    Chapter 16 Convergence of Gradient Descent Algorithm for a Recurrent Neuron
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    Chapter 17 Periodicity of Recurrent Neural Networks with Reaction-Diffusion and Dirichlet Boundary Conditions
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    Chapter 18 New Critical Analysis on Global Convergence of Recurrent Neural Networks with Projection Mappings
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    Chapter 19 A Study on Digital Media Security by Hopfield Neural Network
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    Chapter 20 Two Theorems on the Robust Designs for Pattern Matching CNNs
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    Chapter 21 Iterative Learning Control Analysis Based on Hopfield Neural Networks
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    Chapter 22 Stochastic Stabilization of Delayed Neural Networks
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    Chapter 23 An Evolutionary Multi-objective Neural Network Optimizer with Bias-Based Pruning Heuristic
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    Chapter 24 A Hybrid of Particle Swarm Optimization and Hopfield Networks for Bipartite Subgraph Problems
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    Chapter 25 Convergence of a Recurrent Neural Network for Nonconvex Optimization Based on an Augmented Lagrangian Function
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    Chapter 26 Multi-objective Topology Optimization of Structures Using NN-OC Algorithms
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    Chapter 27 A Hybrid Particle Swarm Algorithm for the Structure and Parameters Optimization of Feed-Forward Neural Network
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    Chapter 28 Designing Neural Networks Using PSO-Based Memetic Algorithm
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    Chapter 29 Simultaneous Optimization of ANFIS-Based Fuzzy Model Driven to Data Granulation and Parallel Genetic Algorithms
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    Chapter 30 A Neural Network Based Optimization Method for a Kind of QPPs and Application
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    Chapter 31 Multilayer Perceptron Networks Training Using Particle Swarm Optimization with Minimum Velocity Constraints
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    Chapter 32 Characterization and Optimization of the Contact Formation for High-Performance Silicon Solar Cells
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    Chapter 33 Optimizing Process Parameters for Ceramic Tile Manufacturing Using an Evolutionary Approach
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    Chapter 34 Application of RBF Neural Network to Simplify the Potential Based Optimization
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    Chapter 35 Satisficing Approximation Response Model Based on Neural Network in Multidisciplinary Collaborative Optimization
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    Chapter 36 A New BP Network Based on Improved PSO Algorithm and Its Application on Fault Diagnosis of Gas Turbine
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    Chapter 37 The Evaluation of BP-ISP Strategy Alignment Degree with PSO-Based ANN
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    Chapter 38 Improved Results on Solving Quadratic Programming Problems with Delayed Neural Network
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    Chapter 39 A Modified Hopfield Network for Nonlinear Programming Problem Solving
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    Chapter 40 A Novel Artificial Neural Network Based on Hybrid PSO-BP Algorithm in the Application of Adaptive PMD Compensation System
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    Chapter 41 Stabilizing Lagrange-Type Nonlinear Programming Neural Networks
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    Chapter 42 Support Vector Machines and Genetic Algorithms for Soft-Sensing Modeling
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    Chapter 43 Incremental Nonlinear Proximal Support Vector Machine
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    Chapter 44 Machinery Fault Diagnosis Using Least Squares Support Vector Machine
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    Chapter 45 Support Vector Machine with Composite Kernels for Time Series Prediction
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    Chapter 46 Neuromorphic Quantum-Based Adaptive Support Vector Regression for Tuning BWGC/NGARCH Forecast Model
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    Chapter 47 Modulation Classification of Analog and Digital Signals Using Neural Network and Support Vector Machine
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    Chapter 48 A Facial Expression Recognition Approach Based on Novel Support Vector Machine Tree
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    Chapter 49 Universal Steganalysis Using Multiwavelet Higher-Order Statistics and Support Vector Machines
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    Chapter 50 Tree-Structured Support Vector Machines for Multi-class Classification
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    Chapter 51 Identification of MIMO Hammerstein Models Using Support Vector Machine
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    Chapter 52 Extraction of Filled-In Items from Chinese Bank Check Using Support Vector Machines
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    Chapter 53 Online Least Squares Support Vector Machines Based on Wavelet and Its Applications
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    Chapter 54 Ultrasound Estimation of Fetal Weight with Fuzzy Support Vector Regression
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    Chapter 55 Hybrid Support Vector Machine and General Model Approach for Audio Classification
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    Chapter 56 An Improved SVM Based on 1-Norm for Selection of Personal Credit Scoring Index System
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    Chapter 57 Combining Weighted SVMs and Spectrum-Based kNN for Multi-classification
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    Chapter 58 Rotation Invariant Texture Classification Algorithm Based on DT-CWT and SVM
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    Chapter 59 A Two-Pass Classification Method Based on Hyper-Ellipsoid Neural Networks and SVM’s with Applications to Face Recognition
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    Chapter 60 SVM Based Adaptive Inverse Controller for Excitation Control
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    Chapter 61 An Adaptive Internal Model Control Based on LS-SVM
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    Chapter 62 Regularization Paths for ν-SVM and ν-SVR
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    Chapter 63 A Fast and Accurate Progressive Algorithm for Training Transductive SVMs
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    Chapter 64 Fast Support Vector Data Description Using K-Means Clustering
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    Chapter 65 A Kernel-Based Two-Stage One-Class Support Vector Machines Algorithm
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    Chapter 66 A Confident Majority Voting Strategy for Parallel and Modular Support Vector Machines
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    Chapter 67 Soft-Sensor Method Based on Least Square Support Vector Machines Within Bayesian Evidence Framework
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    Chapter 68 Simulation of Time Series Prediction Based on Smooth Support Vector Regression
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    Chapter 69 Extension Neural Network Based on Immune Algorithm for Fault Diagnosis
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    Chapter 70 A New Fault Detection and Diagnosis Method for Oil Pipeline Based on Rough Set and Neural Network
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    Chapter 71 Probabilistic Neural Network Based Method for Fault Diagnosis of Analog Circuits
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    Chapter 72 Gear Fault Diagnosis by Using Wavelet Neural Networks
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    Chapter 73 An Adaptive Threshold Neural-Network Scheme for Rotorcraft UAV Sensor Failure Diagnosis
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    Chapter 74 KPCA Plus FDA for Fault Detection
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    Chapter 75 Distribution System Fault Diagnosis Based on Improved Rough Sets with Uncertainty
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    Chapter 76 A Design Method of Associative Memory Model with Expecting Fault-Tolerant Field
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    Chapter 77 Classification and Diagnosis of Mechanical Faults Using the RBF Network Based on the Local Bispectra
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    Chapter 78 Temperature-Variation Fault Diagnosis of the High-Voltage Electric Equipment Based on the BP Neural Network
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    Chapter 79 Diagnosis of Turbine Valves in the Kori Nuclear Power Plant Using Fuzzy Logic and Neural Networks
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    Chapter 80 Stochastic Cellular Neural Network for CDMA Multiuser Detection
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    Chapter 81 A New Approach of Blind Channel Identification in Frequency Domain
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    Chapter 82 Soft Decision-Directed Square Contour Algorithm for Blind Equalization
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    Chapter 83 Call Admission Control Using Neural Network in Wireless Multimedia Networks
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    Chapter 84 A Neural Network Solution on Data Least Square Algorithm and Its Application for Channel Equalization
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    Chapter 85 Multiple Receive-Antennas Aided and RBF-Based Multiuser Detection for STBC Systems
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    Chapter 86 Location Management Cost Estimation for PCS Using Neural Network
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    Chapter 87 Neural-Based Separating Method for Nonlinear Mixtures
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    Chapter 88 Adaptive Natural Gradient Algorithm for Blind Convolutive Source Separation
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    Chapter 89 Blind Source Separation in Post-nonlinear Mixtures Using Natural Gradient Descent and Particle Swarm Optimization Algorithm
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    Chapter 90 Echo State Networks for Real-Time Audio Applications
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    Chapter 91 Blind Separation of Positive Signals by Using Genetic Algorithm
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    Chapter 92 A Speech Enhancement Method in Subband
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    Chapter 93 Sequential Blind Signal Extraction with the Linear Predictor
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    Chapter 94 Fast Code Detection Using High Speed Time Delay Neural Networks
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    Chapter 95 Multiscale Estimation to the Parameter of Multidimension Time Series
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    Chapter 96 Gaussianization Based Approach for Post-Nonlinear Underdetermined BSS with Delays
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    Chapter 97 Regularized Alternating Least Squares Algorithms for Non-negative Matrix/Tensor Factorization
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    Chapter 98 Underdetermined Blind Source Separation Using SVM
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    Chapter 99 Predicting Time Series Using Incremental Langrangian Support Vector Regression
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    Chapter 100 A New Approach for Image Restoration Based on CNN Processor
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    Chapter 101 Using Alpha-Beta Associative Memories to Learn and Recall RGB Images
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    Chapter 102 A Method for Enlargement of Digital Images Based on Neural Network
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    Chapter 103 Neural Network Based Correction Scheme for Image Interpolation
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    Chapter 104 Edge Enhancement Post-processing Using Hopfield Neural Net
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    Chapter 105 Image Quality Assessment Based on Wavelet Coefficients Using Neural Network
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    Chapter 106 Neural Network Approach for Designing One- and Two-Dimensional Quasi-Equiripple FIR Digital Filters
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    Chapter 107 Texture Image Segmentation Based on Improved Wavelet Neural Network
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    Chapter 108 Local Spatial Properties Based Image Interpolation Using Neural Network
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    Chapter 109 Image Processing Applications with a PCNN
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    Chapter 110 Image Segmentation Based on Cluster Ensemble
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    Chapter 111 Decision-Based Hybrid Image Watermarking in Wavelet Domain Using HVS and Neural Networks
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    Chapter 112 MR Image Registration Based on Pulse-Coupled Neural Networks
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    Chapter 113 Image Magnification Based on the Properties of Human Visual Processing
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    Chapter 114 Incorporating Image Quality in Multimodal Biometric Verification
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    Chapter 115 Efficient Motion Estimation Scheme for H.264 Based on BP Neural Network
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    Chapter 116 Neural Network Based Visual Tracking with Multi-cue Adaptive Fusion
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    Chapter 117 One-Class SVM Based Segmentation for SAR Image
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    Chapter 118 A New Segmentation Method Based on SVM for HIFU Image-Guided System
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    Chapter 119 Greenhouse Air Temperature and Humidity Prediction Based on Improved BP Neural Network and Genetic Algorithm
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    Chapter 120 A Modified RBF Neural Network and Its Application in Radar
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    Chapter 121 Driving Load Forecasting Using Cascade Neural Networks
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    Chapter 122 Minimal Resource Allocation on CAN Bus Using Radial Basis Function Networks
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    Chapter 123 Neural Network Based High Accuracy Frequency Harmonic Analysis in Power System
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    Chapter 124 Hardware/Software Partitioning of Core-Based Systems Using Pulse Coupled Neural Networks
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    Chapter 125 Technical and Fundamental Analysis for the Forecast of Financial Scrip Quotation: An Approach Employing Artificial Neural Networks and Wavelet Transform
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    Chapter 126 Multi-view Moving Human Detection and Correspondence Based on Object Occupancy Random Field
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    Chapter 127 Determination of Storage Time of Rice Seed Using ANN Based on NIRS
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    Chapter 128 Selected Problems of Knowledge Discovery Using Artificial Neural Networks
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    Chapter 129 An Intelligent Differential Evolution Algorithm for Designing Trading-Ratio System of Water Market
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    Chapter 130 Neural Network-Based H  ∞  Filtering for Nonlinear Jump Systems
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    Chapter 131 A Novel Off-Line Signature Verification Based on Adaptive Multi-resolution Wavelet Zero-Crossing and One-Class-One-Network
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    Chapter 132 Combining News and Technical Indicators in Daily Stock Price Trends Prediction
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    Chapter 133 Project-Based Artificial Neural Networks Development Software and Applications
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    Chapter 134 Effects of Salinity on Measurement of Water Volume Fraction and Correction Method Based on RBF Neural Networks
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    Chapter 135 Implementation of Brillouin-Active Fiber for Low Threshold Optical Logic and Memory Based Neural Networks in Smart Structures
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    Chapter 136 Hydro Plant Dispatch Using Artificial Neural Network and Genetic Algorithm
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    Chapter 137 Application of Wavelet Packet Neural Network on Relay Protection Testing of Power System
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    Chapter 138 Robust Stabilization of Uncertain Nonlinear Differential-Algebraic Subsystem Using ANN with Application to Power Systems
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    Chapter 139 A Novel Residual Capacity Estimation Method Based on Extension Neural Network for Lead-Acid Batteries
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    Chapter 140 A Genetic Algorithm-Based Artificial Neural Network Approach for Parameter Selection in the Production of Tailor-Welded Blanks
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    Chapter 141 Development of Artificial Neural Networks-Based In-Process Flash Monitoring (ANN-IPFM) System in Injection Molding
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    Chapter 142 Reduce Feature Based NN for Transient Stability Analysis of Large-Scale Power Systems
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    Chapter 143 Semi-active Control of Eccentric Structures Based on Neural Networks
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    Chapter 144 Development of the Multi-target Tracking Scheme Using Particle Filter
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Title
Advances in Neural Networks – ISNN 2007
Published by
Springer Berlin Heidelberg, January 2007
DOI 10.1007/978-3-540-72395-0
ISBNs
978-3-54-072394-3, 978-3-54-072395-0
Editors

Derong Liu, Shumin Fei, Zengguang Hou, Huaguang Zhang, Changyin Sun

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Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 122 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 122 100%

Demographic breakdown

Readers by professional status Count As %
Student > Bachelor 3 2%
Student > Master 3 2%
Student > Doctoral Student 1 <1%
Student > Ph. D. Student 1 <1%
Unknown 114 93%
Readers by discipline Count As %
Computer Science 2 2%
Economics, Econometrics and Finance 2 2%
Engineering 2 2%
Materials Science 1 <1%
Social Sciences 1 <1%
Other 0 0%
Unknown 114 93%

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