Advances in Neural Network Research and Applications

Front Matter....Pages -
A Novel Prediction Mechanism with Modified Data Mining Technique for Call Admission Control in Wireless Cellular Network....Pages 1-9
The Study of Forecasting Model of Rock Burst for Acoustic Emission Based on BP Neural Network and Catastrophe Theory....Pages 11-19
Application of Wavelet Neural Network to Prediction of Water Content in Crude Oil....Pages 21-27
Prediction of Urban Heat Island Intensity in Chuxiong City with Backpropagation Neural Network....Pages 29-36
Research on the Fouling Prediction of Heat Exchanger Based on Wavelet Relevance Vector Machine....Pages 37-45
Electricity Price Forecasting Using Neural Networks Trained with Entropic Criterion....Pages 47-53
Least Square Support Vector Machine Ensemble for Daily Rainfall Forecasting Based on Linear and Nonlinear Regression....Pages 55-64
Estimating Portfolio Risk Using GARCH-EVT-Copula Model: An Empirical Study on Exchange Rate Market....Pages 65-72
Forecasting Financial Time Series via an Efficient CMAC Neural Network....Pages 73-82
Forecasting Daily Cash Turnover of Bank with EWMA and SVR....Pages 83-90
Financial Distress Prediction Model via GreyART Network and Grey Model....Pages 91-100
Risk Assessment Model Based on Immune Theory....Pages 101-108
Short-Term Load Forecasting Based on Bayes and RS....Pages 109-116
Nonlinear System Modeling with a New Fuzzy Model and Neural Compensation....Pages 117-127
A Research of Fuzzy Neural Network in Ferromagnetic Target Recognition....Pages 129-136
Multiple T-S Fuzzy Neural Networks Soft Sensing Modeling of Flotation Process Based on Fuzzy C-Means Clustering Algorithm....Pages 137-144
A Using Reliability Evaluation Model for Diesel Engine Based on Fuzzy Neural Network....Pages 145-152
Fuzzy Sliding Mode Control with Perturbation Estimation for a Piezoactuated Micromanipulator....Pages 153-160
A Credit Risk Rating Model Based on Fuzzy Neural Network....Pages 161-171
Interval-Valued Fuzzy Control....Pages 173-183
Research on Fuzzy Preference Relations-Based MAS for Decision Method....Pages 185-192
Study of Stochastic Demand Inventory Routing Problem with Soft Time Windows Based on MDP....Pages 193-200
An Agent-Based Approach to Joint Procurement Modeling with Virtual Organization....Pages 201-210
Interactive Hybrid Evolutionary Computation for MEMS Design Synthesis....Pages 211-218
Genetic Algorithms for Traffic Grooming in Optical Tree Networks....Pages 219-226
Multi-sensor Multi-target Tracking with OOSM....Pages 227-233
Hopfield Neural Network Guided Evolutionary Algorithm for Aircraft Penetration Path Planning....Pages 235-243
Fuzzy Material Procurement Planning with Value-at-Risk....Pages 245-252
Radial Basis Function Network for Endpoint Detection in Plasma Etch Process....Pages 253-263
A Novel Cellular Neural Network and Its Applications in Motion Planning....Pages 265-273
Evaluation of Enterprise ERP System Based on Neural Network Optimized by Ant Colony....Pages 275-282
Visual Attention-Based Ship Detection in SAR Images....Pages 283-292
Recognizing Multi-ships Based on Silhouette in Infrared Image....Pages 293-299
SAR Images Feature Extraction and Recognition Based on G2DCDA....Pages 301-309
Bridge Detection and Recognition in Remote Sensing SAR Images Using Pulse Coupled Neural Networks....Pages 311-320
Approaches to Robotic Vision Control Using Image Pointing Recognition Techniques....Pages 321-328
A Hybrid Evolutionary Approach to Band Selection for Hyperspectral Image Classification....Pages 329-336
Impulsive Environment Sound Detection by Neural Classification of Spectrogram and Mel-Frequency Coefficient Images....Pages 337-346
Classification and Control of Cognitive Radios Using Hierarchical Neural Network....Pages 347-353
Identifying Spatial Patterns of Land Use and Cover Change at Different Scales Based on Self-Organizing Map....Pages 355-361
Colon Tumor Microarray Classification Using Neural Network with Feature Selection and Rule-Based Classification....Pages 363-372
Dual Channel Speech Denoising Based on Sparse Representation....Pages 373-379
Frequency-Domain Blind Separation of Convolutive Speech Mixtures with Energy Correlation-Based Permutation Correction....Pages 381-390
A Blind Broadband Beamforming Method for Speech Enhancement....Pages 391-396
Algorithm and Simulation Research for Blind Nonlinear System Identification....Pages 397-404
Study on Digital Image Correlation Using Artificial Neural Networks for Subpixel Displacement Measurement....Pages 405-412
Tree Modeling through Range Image Segmentation and 3D Shape Analysis....Pages 413-422
Combining Bag of Words Model and Information Theoretic Method for Image Clustering....Pages 423-430
Fast Fuzzy c-Means Clustering Algorithm with Spatial Constraints for Image Segmentation....Pages 431-438
Application of Support Vector Machines to Airborne Hyper-Spectral Image Classification....Pages 439-444
Research for the Identification Method of the Image Definition Based on a W-N Model....Pages 445-451
Analysis of Texture Images Generated by Olfactory System Bionic Model....Pages 453-459
Do Neural Networks Have True Power for Natural Language Processing?....Pages 461-470
Robust Channel Identification Using FOCUSS Method....Pages 471-477
Human Head Modeling Using NURBS Method....Pages 479-484
Risk Sensitive Unscented Particle Filter for Bearing and Frequency Tracking....Pages 485-491
Fully Complex Multiplicative Neural Network Model and Its Application to Channel Equalization....Pages 493-501
Visual Navigation of a Novel Economical Embedded Multi-mode Intelligent Control System for Powered Wheelchair....Pages 503-511
Neural Networks L 2 -Gain Control for Robot System....Pages 513-520
Neural Network Control of Spacecraft Formation Using RISE Feedback....Pages 521-528
A Simplified Modular Petri Net for the Walking Assistant Robot....Pages 529-536
Omni-directional Vision Based Tracking and Guiding System for Walking Assistant Robot....Pages 537-543
Dynamic Eye-in-Hand Visual Servoing with Unknown Target Positions....Pages 545-550
Optimum Motion Control for Stacking Robot....Pages 551-558
Passive Target Tracking Using an Improved Particle Filter Algorithm Based on Genetic Algorithm....Pages 559-566
Large-Scale Structure Assembly by Multiple Robots Which May Be Broken....Pages 567-576
Real-Time Five DOF Redundant Robot Control Using a Decentralized Neural Scheme....Pages 577-586
Improving Transient Response of Adaptive Control Systems Using Multiple Neural Network Models....Pages 587-594
An Information Theoretic Approach for Design MIMO Networked Control Systems....Pages 595-601
An Engineering Solution for Decoupling Control of Aircraft Motion Using Affine Neural Network....Pages 603-613
Black-Box Input-Output Identification of a Class of Nonlinear Systems Using a Discrete-Time Recurrent Neurofuzzy Network....Pages 615-622
Passivity Analysis of Stochastic Neural Networks with Mixed Time-Varying Delays....Pages 623-630
A Novel Recovering Initial Conditions Method from Spatiotemporal Complex Dynamical System....Pages 631-638
An Intelligent Control Scheme for Nonlinear Time-Varying Systems with Time Delay....Pages 639-646
Master-Slave Chaos Synchronization of Uncertain Nonlinear Gyros Using Wavelet Neural Network....Pages 647-654
WNN-Based Intelligent Transportation Control System....Pages 655-661
Incident Detection in Urban Road....Pages 663-670
An Efficient Web-Based Tracking System through Reduction of Redundant Connections....Pages 671-677
An Embedded All-Time Blind Spot Warning System....Pages 679-685
Design of Autonomous Parallel Parking Using Fuzzy Logic Controller with Feed-Forward Compensation....Pages 687-694
Telematics Services through Mobile Agents....Pages 695-702
Multi-agent System Model for Urban Traffic Simulation and Optimizing Based on Random Walk....Pages 703-711
Vehicle Detection Using Bayesian Enhanced CoBE Classification....Pages 713-719
Vibration Analysis of a Submarine Model Based on an Improved ICA Approach....Pages 721-728
A Hierarchical Salient-Region Based Algorithm for Ship Detection in Remote Sensing Images....Pages 729-738
Turning Tool Wear Monitoring Based on Fuzzy Cluster Analysis....Pages 739-745
Part-Machine Clustering: The Comparison between Adaptive Resonance Theory Neural Network and Ant Colony System....Pages 747-755
Fault Diagnosis of Bearings Based on Time-Delayed Correlation and Demodulation as Well as B-Spline Fuzzy Neural Networks....Pages 757-763
Fast and Noninvasive Determination of Viscosity of Lubricating Oil Based on Visible and Near Infrared Spectroscopy....Pages 765-771
Chattering-Free Adaptive Wavelet Neural Network Control for a BLDC Motor via Dynamic Sliding-Mode Approach....Pages 773-781
A New BPSO Algorithm and Applications in Interruptible Load Management....Pages 783-791
Force Identification by Using Support Vector Machine and Differential Evolution Optimization....Pages 793-801
Soft Sensor Modeling of Ball Mill Load via Principal Component Analysis and Support Vector Machines....Pages 803-810
An Approach Based on Hilbert-Huang Transform and Support Vector Machine for Intelligent Fault Diagnosis....Pages 811-817
Study on Factors of Floating Women’s Income in Jiangsu Province Based on Bayesian Networks....Pages 819-827
Variation Trend Analysis of Groundwater Depth in Area of Well Irrigation in Sanjiang Plain Based on Wavelet Neural Network....Pages 829-836
A Petri-Net Modeling Method of Agent’s Belief-Desire-Intention and Its Application in Logistics....Pages 837-844
Supply Chain Flexibility Assessment by Multivariate Regression and Neural Networks....Pages 845-852
An Intelligent Mobile Location-Aware Book Recommendation System with Map-Based Guidance That Enhances Problem-Based Learning in Libraries....Pages 853-860
Applying Least Squares Support Vector Regression with Genetic Algorithms for Radio-Wave Path-Loss Prediction in Suburban Environment....Pages 861-868
A Probabilistic Neural Network Approach to Modeling the Impact of Tobacco Control Policies by Gender....Pages 869-876
The BPNN-Fuzzy Logic Pre-control of an Underground Project in City Center of Shanghai....Pages 877-884
Optimal Parameter Inversion of Marine Water Quality Model Using a BPNN Data-Driven Model -— A Case Study on DIN....Pages 885-892
Determination of Sugar Content of Instant Milk-Tea Using Effective Wavelengths and Least Squares-Support Vector Machine....Pages 893-900
Sports Video Summarization Based on Salient Motion Entropy and Information Analysis....Pages 901-908
A Neural Network Based Algorithm for the Retrieval of Precipitable Water Vapor from MODIS Data....Pages 909-916
A Neural Network Based Approach to Wind Energy Yield Forecasting....Pages 917-924
Research on New Intelligent Business-Oriented Decision-Making Model Based on MA and GA....Pages 925-932
Back Matter....Pages -