Neural networks for applied sciences and engineering : From fundamentals to complex pattern recognition / Sandhya Samarasinghe / [Electronic resource]

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Title	Neural networks for applied sciences and engineering : From fundamentals to complex pattern recognition / Sandhya Samarasinghe / [Electronic resource]
LC Call #	QA76.87 S26 2007
Author	Samarasinghe, Sandhya
Content	From Data to Models
	Fundamentals of Neural Networks and Models for Linear Data Analysis
	Neural Networks for Nonlinear Pattern Recognition
	Learning of Nonlinear Patterns by Neural Networks
	Implementation of Neural Network Models for Extracting Reliable Patterns from Data
	Data Exploration, Dimensionality Reduction, and Feature Extraction
	Assessment of Uncertainty of Neural Network Models Using Bayesian Statistics
	Discovering Unknown Clusters in Data with Self-Organizing Maps
	Neural Networks for Time-Series Forecasting
Subject	Neural networks (Computer science)
	Pattern recognition systems
ISBN	978-1-4200-1306-1 (E-Book)
	0-8493-3375-X (Hardcover)
	978-0-8493-3375-0 (Hardcover)
Published/Created	Baca Raton, Fl : Taylor & Francis Group, 2007.
Links	FULLTEXT ACCESS HAVE EXPIRED

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