Machine learning and knowledge discovery for engineering systems health management

"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...

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Detalles Bibliográficos
Otros Autores: Srivastava, Ashok N. (Ashok Narain), 1969- (-), Han, Jiawei
Formato: Libro electrónico
Idioma:Inglés
Publicado: Boca Raton, Fla. : CRC Press, an imprint of Taylor & Francis Group 2012.
Edición:1st edition
Colección:Chapman & Hall/CRC data mining and knowledge discovery series.
Materias:
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009628336706719
Tabla de Contenidos:
  • section 1. Data-driven methods for systems health management
  • section 2. Physics-based methods for systems health management
  • section 3. Applications.