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

Başlık
Machine learning and knowledge discovery for engineering systems health management

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

ISBN
9780429151309
 
9781466548275

Fiziksel Tanımlama
1 online resource (xxxvii, 464 pages)

Seri
Chapman & Hall/CRC data mining and knowledge discovery series
 
Chapman & Hall/CRC data mining and knowledge discovery series.

Genel Not
A Chapman & Hall book.

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

Özet
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.

Konu Terimleri
System failures (Engineering) -- Prevention -- Data processing.
 
Machine learning.

Yazar Ek Girişi
Srivastava, Ashok N. (Ashok Narain), 1969-
 
Han, Jiawei.

Elektronik Erişim
Click here to view.


KütüphaneMateryal TürüDemirbaş NumarasıYer Numarası[[missing key: search.ChildField.HOLDING]]Durumu/İade Tarihi
Çevrimiçi KütüphaneE-Kitap545090-1001TA169.5 .M33 2012CRC E-Books