Machine learning and knowledge discovery for engineering systems health management
by
 
Srivastava, Ashok N. (Ashok Narain), 1969-

Title
Machine learning and knowledge discovery for engineering systems health management

Author
Srivastava, Ashok N. (Ashok Narain), 1969-

ISBN
9781439841792

Publication Information
Boca Raton, Fla. : CRC Press, 2012.

Physical Description
xxxvii, 464 p. : ill.

Series
Chapman & Hall/CRC data mining and knowledge discovery series

Series Title
Chapman & Hall/CRC data mining and knowledge discovery series

Contents
section 1. Data-driven methods for systems health management -- section 2. Physics-based methods for systems health management -- section 3. Applications.

Abstract
"Systems health is a broad multidisciplinary field of study that generates huge amounts of data and thus is an extremely appropriate forum in which to utilize machine learning and knowledge discovery techniques. This book explores the use of machine learning and knowledge discovery in systems health research. It covers data mining and text mining algorithms, anomaly detection, diagnostic and prognostic systems, and applications to engineering systems. Featuring contributions from leading experts, the book is the first to explore this emerging research area"-- Provided by publisher.

Subject Term
System failures (Engineering) -- Prevention -- Data processing.
 
Machine learning.

Added Author
Srivastava, Ashok N. (Ashok Narain), 1969-
 
Han, Jiawei.

Electronic Access
Distributed by publisher. Purchase or institutional license may be required for access.


LibraryMaterial TypeItem BarcodeShelf Number[[missing key: search.ChildField.HOLDING]]Status
Online LibraryE-Book289905-1001ONLINEElektronik Kütüphane