Cover image for Machine learning and knowledge discovery for engineering systems health management
Title:
Machine learning and knowledge discovery for engineering systems health management
Author:
Srivastava, Ashok N. (Ashok Narain), 1969-
ISBN:
9780429151309

9781466548275
Physical Description:
1 online resource (xxxvii, 464 pages)
Series:
Chapman & Hall/CRC data mining and knowledge discovery series

Chapman & Hall/CRC data mining and knowledge discovery series.
General Note:
A Chapman & Hall book.
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.
Electronic Access:
Click here to view.
Holds:
Copies:

Available:*

Library
Material Type
Item Barcode
Shelf Number
Status
Item Holds
Searching...
E-Book 545090-1001 TA169.5 .M33 2012
Searching...

On Order