Machine Learning and Knowledge Discovery for Engineering Systems Health Management(Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)

工程系统卫生管理的机器学习和知识发现

计算机科学技术基础学科

售   价:
1424.00
发货周期:预计5-7周发货
出  版 社
出版时间
2011年11月16日
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ISBN
9781439841785
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页      码
504
开      本
6-1/8x9-1/4
语      种
英文
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图书简介
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.
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