Machine Learning and Knowledge Discovery for Engineering Systems Health Management

Machine Learning and Knowledge Discovery for Engineering Systems Health Management
Author: Ashok N. Srivastava
Publisher: CRC Press
Total Pages: 489
Release: 2016-04-19
Genre: Computers
ISBN: 1439841799


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This volume presents state-of-the-art tools and techniques for automatically detecting, diagnosing, and predicting the effects of adverse events in an engineered system. It emphasizes the importance of these techniques in managing the intricate interactions within and between engineering systems to maintain a high degree of reliability. Reflecting the interdisciplinary nature of the field, the book explains how the fundamental algorithms and methods of both physics-based and data-driven approaches effectively address systems health management in application areas such as data centers, aircraft, and software systems.


Machine Learning and Knowledge Discovery for Engineering Systems Health Management
Language: en
Pages: 489
Authors: Ashok N. Srivastava
Categories: Computers
Type: BOOK - Published: 2016-04-19 - Publisher: CRC Press

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This volume presents state-of-the-art tools and techniques for automatically detecting, diagnosing, and predicting the effects of adverse events in an engineere
Machine Learning and Knowledge Discovery for Engineering Systems Health Management
Language: en
Pages: 502
Authors: Ashok Srivastava
Categories:
Type: BOOK - Published: 2016 - Publisher:

GET EBOOK

This volume presents state-of-the-art tools and techniques for automatically detecting, diagnosing, and predicting the effects of adverse events in an engineere
Machine Learning and Knowledge Discovery for Engineering Systems Health Management
Language: en
Pages: 505
Authors: Ashok N. Srivastava
Categories: Computers
Type: BOOK - Published: 2016-04-19 - Publisher: CRC Press

GET EBOOK

This volume presents state-of-the-art tools and techniques for automatically detecting, diagnosing, and predicting the effects of adverse events in an engineere
Machine Learning for Healthcare Applications
Language: en
Pages: 418
Authors: Sachi Nandan Mohanty
Categories: Computers
Type: BOOK - Published: 2021-04-13 - Publisher: John Wiley & Sons

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When considering the idea of using machine learning in healthcare, it is a Herculean task to present the entire gamut of information in the field of intelligent
Demystifying Big Data, Machine Learning, and Deep Learning for Healthcare Analytics
Language: en
Pages: 374
Authors: Pradeep N
Categories: Science
Type: BOOK - Published: 2021-06-10 - Publisher: Academic Press

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Demystifying Big Data, Machine Learning, and Deep Learning for Healthcare Analytics presents the changing world of data utilization, especially in clinical heal