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
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.

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

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

Electronic Access
Click here to view.


LibraryMaterial TypeItem BarcodeShelf Number[[missing key: search.ChildField.HOLDING]]Status
Online LibraryE-Book545090-1001TA169.5 .M33 2012CRC E-Books