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
:
| Kütüphane | Materyal Türü | Demirbaş Numarası | Yer Numarası | [[missing key: search.ChildField.HOLDING]] | Durumu/İade Tarihi |
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| Çevrimiçi Kütüphane | E-Kitap | 545090-1001 | TA169.5 .M33 2012 | | CRC E-Books |