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Advances in Neural Network Research and Applications

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Feldname	Details
Vorliegende Sprache	eng
Hinweise auf parallele Ausgaben	324365764 Buchausg. u.d.T.: ‡Advances in neural network research and applications
ISBN	978-3-642-12989-6
Name	Zeng, Zhigang
Name	Wang, Jun
ANZEIGE DER KETTE	Wang, Jun
T I T E L	Advances in Neural Network Research and Applications
Verlagsort	Berlin, Heidelberg
Verlag	Springer Berlin Heidelberg
Erscheinungsjahr	2010
Erscheinungsjahr	2010
Umfang	Online-Ressource (XXVI, 936p. 154 illus. in color, digital)
Reihe	Lecture Notes in Electrical Engineering ; 67
Notiz / Fußnoten	Description based upon print version of record
Weiterer Inhalt	Title Page; Preface; Organization; Table of Contents; Prediction and Forecasting; Fuzzy Neural Networks; Optimization and Planning; Pattern Recognition; Signal and Image Processing; Robotics and Control; Transportation Systems; Industrial Applications; Real-World Applications; A Novel Prediction Mechanism with Modified Data Mining Technique for Call Admission Control in Wireless Cellular Network; Introductions; Related Works; CAC Overviews; Time Series Prediction; Methodology; The Proposed Prediction Method; Design Considerations; Experimental Results; Conclusions; References. The Study of Forecasting Model of Rock Burst for Acoustic Emission Based on BP Neural Network and Catastrophe TheoryIntroduction; The Establishment of Forecasting Model of Time Series Neural Network; The Introduction of BP Neural Network; Process of Network Training; Establishment of Time Series Neural NetworkForecasting Model; Catastrophe Cusp Model and Yield Mechanism; Application of BP Neural Network - Mutation Model in Rock Burst Prediction of Acoustic Emission; Conclusion; References; Application of Wavelet Neural Network to Prediction of Water Content in Crude Oil; Introduction. Water Content in Crude Oil Measurement SystemWavelet Neural Network Model; Basic Theory; Wavelet Neural Network; The Prediction Model Simulation; Conclusion; References; Prediction of Urban Heat Island Intensity in Chuxiong City with Backpropagation Neural Network; Introduction; A Survey of Chuxiong City; Natural Situation of Chuxiong City; Sequential Variation of Urban Heat Island in Chuxiong City; Prediction of Urban Heat Island Intensity in Chuxiong City with Backpropagation Neural Network; Influencing Factors of Urban Heat Island in Chuxiong City. Prediction Process with Backpropagation Neural NetworkPredicted Result and Analysis; Conclusion; References; Research on the Fouling Prediction of Heat Exchanger Based on Wavelet Relevance Vector Machine; Introduction; The Principles of Wavelet Relevance Vector Machine; Wavelet Transform; Relevance Vector Machine; Construction of WRVM Prediction Model; Fouling Thermal Resistance Prediction Based on WRVM; Data Acquisition and Pretreatment; Structure of Kernel Function; Results and Discussion; Conclusions; References. Electricity Price Forecasting Using Neural Networks Trained with Entropic CriterionIntroduction; MLP Trained with MEE Criterion; Price Forecasting by MLP with MEE Criterion; Simulation and Analysis; Conclusions; References; Least Square Support Vector Machine Ensemble for Daily Rainfall Forecasting Based on Linear and Nonlinear Regression; Introduction; The Building Process of the LS-SVM Ensemble Model; Feature Extraction Used by PP-PSO; Extraction of Linear Features by Three Traditional Linear Regression; Extraction of Nonlinear Features by Three NNs Methods. Nonlinear Ensemble Based on LS-SVM
Titelhinweis	Buchausg. u.d.T.: ‡Advances in neural network research and applications
ISBN	ISBN 978-3-642-12990-2
Klassifikation	THRD
	THRM
	TEC046000
	621.317
	006.32
	TK7881.15
Kurzbeschreibung	This book is a part of the Proceedings of the Seventh International Symposium on Neural Networks (ISNN 2010), held on June 6-9, 2010 in Shanghai, China. ISNN 2010 received numerous submissions from about thousands of authors in about 40 countries and regions across six continents . Based on the rigorous peer-reviews by the program committee members and the reviewers, 108 high-quality papers were selected for publications in Lecture Notes in Electrical Engineering (LNEE) Proceedings. These papers cover all major topics of the engineering designs and applications of neural network research. In a
1. Schlagwortkette	Neuronales Netz
1. Schlagwortkette	Kongress
1. Schlagwortkette ANZEIGE DER KETTE	Neuronales Netz -- Kongress
2. Schlagwortkette	Neuronales Netz
ANZEIGE DER KETTE	Neuronales Netz
SWB-Titel-Idn	323616062
Signatur	Springer E-Book
Bemerkungen	Elektronischer Volltext - Campuslizenz
Elektronische Adresse	$uhttp://dx.doi.org/10.1007/978-3-642-12990-2
Internetseite / Link	Volltext
Siehe auch	Inhaltsverzeichnis
Siehe auch	Inhaltstext
Siehe auch	Volltext
Siehe auch	Cover

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