Machine learning and knowledge discovery for engineering systems health management

• Other Authors: Srivastava, Ashok N. 1969-, Han, Jiawei.
• Format: eBook
• Language: English
• Published: Boca Raton, FL : CRC Press, ©2012.
• Series: Chapman & Hall/CRC data mining and knowledge discovery series.
• Subjects: System failures (Engineering) > Prevention > Data processing.; Machine learning.; elektronické knihy; electronic books
• ISBN: 9781439841792; 1439841799; 9781466548275; 1466548274; 9781439841785; 1439841780
• Physical Description: 1 online resource (xxxvii, 464 pages) : illustrations

"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 h...