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Advances in Neural Network Research and Applications

Advances in Neural Network Research and Applications


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About the Book

Prediction and Forecasting.- A Novel Prediction Mechanism with Modified Data Mining Technique for Call Admission Control in Wireless Cellular Network.- The Study of Forecasting Model of Rock Burst for Acoustic Emission Based on BP Neural Network and Catastrophe Theory.- Application of Wavelet Neural Network to Prediction of Water Content in Crude Oil.- Prediction of Urban Heat Island Intensity in Chuxiong City with Backpropagation Neural Network.- Research on the Fouling Prediction of Heat Exchanger Based on Wavelet Relevance Vector Machine.- Electricity Price Forecasting Using Neural Networks Trained with Entropic Criterion.- Least Square Support Vector Machine Ensemble for Daily Rainfall Forecasting Based on Linear and Nonlinear Regression.- Estimating Portfolio Risk Using GARCH-EVT-Copula Model: An Empirical Study on Exchange Rate Market.- Forecasting Financial Time Series via an Efficient CMAC Neural Network.- Forecasting Daily Cash Turnover of Bank with EWMA and SVR.- Financial Distress Prediction Model via GreyART Network and Grey Model.- Risk Assessment Model Based on Immune Theory.- Short-Term Load Forecasting Based on Bayes and RS.- Fuzzy Neural Networks.- Nonlinear System Modeling with a New Fuzzy Model and Neural Compensation.- A Research of Fuzzy Neural Network in Ferromagnetic Target Recognition.- Multiple T-S Fuzzy Neural Networks Soft Sensing Modeling of Flotation Process Based on Fuzzy C-Means Clustering Algorithm.- A Using Reliability Evaluation Model for Diesel Engine Based on Fuzzy Neural Network.- Fuzzy Sliding Mode Control with Perturbation Estimation for a Piezoactuated Micromanipulator.- A Credit Risk Rating Model Based on Fuzzy Neural Network.- Interval-Valued Fuzzy Control.- Research on Fuzzy Preference Relations-Based MAS for Decision Method.- Optimization and Planning.- Study of Stochastic Demand Inventory Routing Problem with Soft Time Windows Based on MDP.- An Agent-Based Approach to Joint Procurement Modeling with Virtual Organization.- Interactive Hybrid Evolutionary Computation for MEMS Design Synthesis.- Genetic Algorithms for Traffic Grooming in Optical Tree Networks.- Multi-sensor Multi-target Tracking with OOSM.- Hopfield Neural Network Guided Evolutionary Algorithm for Aircraft Penetration Path Planning.- Fuzzy Material Procurement Planning with Value-at-Risk.- Radial Basis Function Network for Endpoint Detection in Plasma Etch Process.- A Novel Cellular Neural Network and Its Applications in Motion Planning.- Evaluation of Enterprise ERP System Based on Neural Network Optimized by Ant Colony.- Pattern Recognition.- Visual Attention-Based Ship Detection in SAR Images.- Recognizing Multi-ships Based on Silhouette in Infrared Image.- SAR Images Feature Extraction and Recognition Based on G2DCDA.- Bridge Detection and Recognition in Remote Sensing SAR Images Using Pulse Coupled Neural Networks.- Approaches to Robotic Vision Control Using Image Pointing Recognition Techniques.- A Hybrid Evolutionary Approach to Band Selection for Hyperspectral Image Classification.- Impulsive Environment Sound Detection by Neural Classification of Spectrogram and Mel-Frequency Coefficient Images.- Classification and Control of Cognitive Radios Using Hierarchical Neural Network.- Identifying Spatial Patterns of Land Use and Cover Change at Different Scales Based on Self-Organizing Map.- Colon Tumor Microarray Classification Using Neural Network with Feature Selection and Rule-Based Classification.- Signal and Image Processing.- Dual Channel Speech Denoising Based on Sparse Representation.- Frequency-Domain Blind Separation of Convolutive Speech Mixtures with Energy Correlation-Based Permutation Correction.- A Blind Broadband Beamforming Method for Speech Enhancement.- Algorithm and Simulation Research for Blind Nonlinear System Identification.- Study on Digital Image Correlation Using Artificial Neural Networks for Subpixel Displacement Measurement.- Tree Modeling through Range Image Segmentation and 3D Shape An


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Product Details
  • ISBN-13: 9783662519882
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Edition: Softcover reprint of the original 1st ed. 2010
  • Language: English
  • Returnable: N
  • Spine Width: 48 mm
  • Width: 156 mm
  • ISBN-10: 3662519887
  • Publisher Date: 23 Aug 2016
  • Binding: Paperback
  • Height: 234 mm
  • No of Pages: 936
  • Series Title: Lecture Notes in Electrical Engineering
  • Weight: 1373 gr


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