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Advances in Neural Network Research and Applications

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Cover of 'Advances in Neural Network Research and Applications'

Table of Contents

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    Book Overview
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    Chapter 1 A Novel Prediction Mechanism with Modified Data Mining Technique for Call Admission Control in Wireless Cellular Network
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    Chapter 2 The Study of Forecasting Model of Rock Burst for Acoustic Emission Based on BP Neural Network and Catastrophe Theory
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    Chapter 3 Application of Wavelet Neural Network to Prediction of Water Content in Crude Oil
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    Chapter 4 Prediction of Urban Heat Island Intensity in Chuxiong City with Backpropagation Neural Network
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    Chapter 5 Research on the Fouling Prediction of Heat Exchanger Based on Wavelet Relevance Vector Machine
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    Chapter 6 Electricity Price Forecasting Using Neural Networks Trained with Entropic Criterion
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    Chapter 7 Least Square Support Vector Machine Ensemble for Daily Rainfall Forecasting Based on Linear and Nonlinear Regression
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    Chapter 8 Estimating Portfolio Risk Using GARCH-EVT-Copula Model: An Empirical Study on Exchange Rate Market
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    Chapter 9 Forecasting Financial Time Series via an Efficient CMAC Neural Network
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    Chapter 10 Forecasting Daily Cash Turnover of Bank with EWMA and SVR
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    Chapter 11 Financial Distress Prediction Model via GreyART Network and Grey Model
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    Chapter 12 Risk Assessment Model Based on Immune Theory
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    Chapter 13 Short-Term Load Forecasting Based on Bayes and RS
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    Chapter 14 Nonlinear System Modeling with a New Fuzzy Model and Neural Compensation
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    Chapter 15 A Research of Fuzzy Neural Network in Ferromagnetic Target Recognition
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    Chapter 16 Multiple T-S Fuzzy Neural Networks Soft Sensing Modeling of Flotation Process Based on Fuzzy C-Means Clustering Algorithm
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    Chapter 17 A Using Reliability Evaluation Model for Diesel Engine Based on Fuzzy Neural Network
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    Chapter 18 Fuzzy Sliding Mode Control with Perturbation Estimation for a Piezoactuated Micromanipulator
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    Chapter 19 A Credit Risk Rating Model Based on Fuzzy Neural Network
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    Chapter 20 Interval-Valued Fuzzy Control
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    Chapter 21 Research on Fuzzy Preference Relations-Based MAS for Decision Method
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    Chapter 22 Study of Stochastic Demand Inventory Routing Problem with Soft Time Windows Based on MDP
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    Chapter 23 An Agent-Based Approach to Joint Procurement Modeling with Virtual Organization
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    Chapter 24 Interactive Hybrid Evolutionary Computation for MEMS Design Synthesis
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    Chapter 25 Genetic Algorithms for Traffic Grooming in Optical Tree Networks
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    Chapter 26 Multi-sensor Multi-target Tracking with OOSM
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    Chapter 27 Hopfield Neural Network Guided Evolutionary Algorithm for Aircraft Penetration Path Planning
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    Chapter 28 Fuzzy Material Procurement Planning with Value-at-Risk
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    Chapter 29 Radial Basis Function Network for Endpoint Detection in Plasma Etch Process
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    Chapter 30 A Novel Cellular Neural Network and Its Applications in Motion Planning
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    Chapter 31 Evaluation of Enterprise ERP System Based on Neural Network Optimized by Ant Colony
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    Chapter 32 Visual Attention-Based Ship Detection in SAR Images
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    Chapter 33 Recognizing Multi-ships Based on Silhouette in Infrared Image
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    Chapter 34 SAR Images Feature Extraction and Recognition Based on G2DCDA
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    Chapter 35 Bridge Detection and Recognition in Remote Sensing SAR Images Using Pulse Coupled Neural Networks
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    Chapter 36 Approaches to Robotic Vision Control Using Image Pointing Recognition Techniques
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    Chapter 37 A Hybrid Evolutionary Approach to Band Selection for Hyperspectral Image Classification
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    Chapter 38 Impulsive Environment Sound Detection by Neural Classification of Spectrogram and Mel-Frequency Coefficient Images
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    Chapter 39 Classification and Control of Cognitive Radios Using Hierarchical Neural Network
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    Chapter 40 Identifying Spatial Patterns of Land Use and Cover Change at Different Scales Based on Self-Organizing Map
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    Chapter 41 Colon Tumor Microarray Classification Using Neural Network with Feature Selection and Rule-Based Classification
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    Chapter 42 Dual Channel Speech Denoising Based on Sparse Representation
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    Chapter 43 Frequency-Domain Blind Separation of Convolutive Speech Mixtures with Energy Correlation-Based Permutation Correction
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    Chapter 44 A Blind Broadband Beamforming Method for Speech Enhancement
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    Chapter 45 Algorithm and Simulation Research for Blind Nonlinear System Identification
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    Chapter 46 Study on Digital Image Correlation Using Artificial Neural Networks for Subpixel Displacement Measurement
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    Chapter 47 Tree Modeling through Range Image Segmentation and 3D Shape Analysis
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    Chapter 48 Combining Bag of Words Model and Information Theoretic Method for Image Clustering
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    Chapter 49 Fast Fuzzy c-Means Clustering Algorithm with Spatial Constraints for Image Segmentation
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    Chapter 50 Application of Support Vector Machines to Airborne Hyper-Spectral Image Classification
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    Chapter 51 Research for the Identification Method of the Image Definition Based on a W-N Model
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    Chapter 52 Analysis of Texture Images Generated by Olfactory System Bionic Model
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    Chapter 53 Do Neural Networks Have True Power for Natural Language Processing?
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    Chapter 54 Robust Channel Identification Using FOCUSS Method
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    Chapter 55 Human Head Modeling Using NURBS Method
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    Chapter 56 Risk Sensitive Unscented Particle Filter for Bearing and Frequency Tracking
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    Chapter 57 Fully Complex Multiplicative Neural Network Model and Its Application to Channel Equalization
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    Chapter 58 Visual Navigation of a Novel Economical Embedded Multi-mode Intelligent Control System for Powered Wheelchair
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    Chapter 59 Neural Networks L 2 -Gain Control for Robot System
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    Chapter 60 Neural Network Control of Spacecraft Formation Using RISE Feedback
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    Chapter 61 A Simplified Modular Petri Net for the Walking Assistant Robot
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    Chapter 62 Omni-directional Vision Based Tracking and Guiding System for Walking Assistant Robot
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    Chapter 63 Dynamic Eye-in-Hand Visual Servoing with Unknown Target Positions
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    Chapter 64 Optimum Motion Control for Stacking Robot
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    Chapter 65 Passive Target Tracking Using an Improved Particle Filter Algorithm Based on Genetic Algorithm
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    Chapter 66 Large-Scale Structure Assembly by Multiple Robots Which May Be Broken
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    Chapter 67 Real-Time Five DOF Redundant Robot Control Using a Decentralized Neural Scheme
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    Chapter 68 Improving Transient Response of Adaptive Control Systems Using Multiple Neural Network Models
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    Chapter 69 An Information Theoretic Approach for Design MIMO Networked Control Systems
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    Chapter 70 An Engineering Solution for Decoupling Control of Aircraft Motion Using Affine Neural Network
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    Chapter 71 Black-Box Input-Output Identification of a Class of Nonlinear Systems Using a Discrete-Time Recurrent Neurofuzzy Network
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    Chapter 72 Passivity Analysis of Stochastic Neural Networks with Mixed Time-Varying Delays
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    Chapter 73 A Novel Recovering Initial Conditions Method from Spatiotemporal Complex Dynamical System
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    Chapter 74 An Intelligent Control Scheme for Nonlinear Time-Varying Systems with Time Delay
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    Chapter 75 Master-Slave Chaos Synchronization of Uncertain Nonlinear Gyros Using Wavelet Neural Network
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    Chapter 76 WNN-Based Intelligent Transportation Control System
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    Chapter 77 Incident Detection in Urban Road
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    Chapter 78 An Efficient Web-Based Tracking System through Reduction of Redundant Connections
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    Chapter 79 An Embedded All-Time Blind Spot Warning System
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    Chapter 80 Design of Autonomous Parallel Parking Using Fuzzy Logic Controller with Feed-Forward Compensation
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    Chapter 81 Telematics Services through Mobile Agents
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    Chapter 82 Multi-agent System Model for Urban Traffic Simulation and Optimizing Based on Random Walk
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    Chapter 83 Vehicle Detection Using Bayesian Enhanced CoBE Classification
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    Chapter 84 Vibration Analysis of a Submarine Model Based on an Improved ICA Approach
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    Chapter 85 A Hierarchical Salient-Region Based Algorithm for Ship Detection in Remote Sensing Images
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    Chapter 86 Turning Tool Wear Monitoring Based on Fuzzy Cluster Analysis
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    Chapter 87 Part-Machine Clustering: The Comparison between Adaptive Resonance Theory Neural Network and Ant Colony System
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    Chapter 88 Fault Diagnosis of Bearings Based on Time-Delayed Correlation and Demodulation as Well as B-Spline Fuzzy Neural Networks
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    Chapter 89 Fast and Noninvasive Determination of Viscosity of Lubricating Oil Based on Visible and Near Infrared Spectroscopy
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    Chapter 90 Chattering-Free Adaptive Wavelet Neural Network Control for a BLDC Motor via Dynamic Sliding-Mode Approach
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    Chapter 91 A New BPSO Algorithm and Applications in Interruptible Load Management
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    Chapter 92 Force Identification by Using Support Vector Machine and Differential Evolution Optimization
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    Chapter 93 Soft Sensor Modeling of Ball Mill Load via Principal Component Analysis and Support Vector Machines
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    Chapter 94 An Approach Based on Hilbert-Huang Transform and Support Vector Machine for Intelligent Fault Diagnosis
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    Chapter 95 Study on Factors of Floating Women’s Income in Jiangsu Province Based on Bayesian Networks
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    Chapter 96 Variation Trend Analysis of Groundwater Depth in Area of Well Irrigation in Sanjiang Plain Based on Wavelet Neural Network
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    Chapter 97 A Petri-Net Modeling Method of Agent’s Belief-Desire-Intention and Its Application in Logistics
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    Chapter 98 Supply Chain Flexibility Assessment by Multivariate Regression and Neural Networks
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    Chapter 99 An Intelligent Mobile Location-Aware Book Recommendation System with Map-Based Guidance That Enhances Problem-Based Learning in Libraries
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    Chapter 100 Applying Least Squares Support Vector Regression with Genetic Algorithms for Radio-Wave Path-Loss Prediction in Suburban Environment
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    Chapter 101 A Probabilistic Neural Network Approach to Modeling the Impact of Tobacco Control Policies by Gender
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    Chapter 102 The BPNN-Fuzzy Logic Pre-control of an Underground Project in City Center of Shanghai
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    Chapter 103 Optimal Parameter Inversion of Marine Water Quality Model Using a BPNN Data-Driven Model -— A Case Study on DIN
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    Chapter 104 Determination of Sugar Content of Instant Milk-Tea Using Effective Wavelengths and Least Squares-Support Vector Machine
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    Chapter 105 Sports Video Summarization Based on Salient Motion Entropy and Information Analysis
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    Chapter 106 A Neural Network Based Algorithm for the Retrieval of Precipitable Water Vapor from MODIS Data
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    Chapter 107 A Neural Network Based Approach to Wind Energy Yield Forecasting
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    Chapter 108 Research on New Intelligent Business-Oriented Decision-Making Model Based on MA and GA
Overall attention for this book and its chapters
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Mentioned by

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2 patents
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9 Wikipedia pages

Citations

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43 Dimensions

Readers on

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46 Mendeley
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Title
Advances in Neural Network Research and Applications
Published by
Springer Science & Business Media, May 2010
DOI 10.1007/978-3-642-12990-2
ISBNs
978-3-64-212990-2, 978-3-64-212989-6, 978-3-66-251988-2
Editors

Zeng, Zhigang, Wang, Jun

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Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 46 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 46 100%

Demographic breakdown

Readers by professional status Count As %
Student > Doctoral Student 1 2%
Unknown 45 98%
Readers by discipline Count As %
Engineering 1 2%
Unknown 45 98%

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