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Online Public Access Catalogue

题名/责任者:

Predictive analytics : modeling and optimization / edited by Vijay Kumar and Mangey Ram.

版本说明:

First edition.

出版发行项:

Boca Raton, FL : CRC Press/Taylor & Francis Group, LLC, 2021.

ISBN:

9780367537463

载体形态项:

xiii, 274 pages : illustrations (black and white) ; 24 cm.

其他载体形态:

Online version: Predictive analytics First edition. Boca Raton, FL : CRC Press/Taylor & Francis Group, LLC, 2021. 9781003083177

丛编说明:

Advanced research in reliability and system assurance engineering

附加个人名称:

Kumar, Vijay, editor.

附加个人名称:

Ram, Mangey, editor.

论题主题:

Engineering-Data processing.

论题主题:

Predictive analytics.

中图法分类号:

TP18

书目附注:

Includes bibliographical references and index.

摘要附注:

"Predictive analytics refers to making predictions about the future based on different parameters which are historical data, machine learning, and artificial intelligence. This book provides the most recent advances in the field along with case studies and real-world examples. It discusses predictive modeling and analytics in reliability engineering, introduces current achievements and applications of AI, data mining, and other techniques in supply chain management. It covers applications to reliability engineering practice, presents numerous examples to illustrate the theoretical results, and considers and analyses case studies and real-word examples. The book is written for researchers and practitioners in the field of system reliability, quality, supply chain management, and logistics management. Students taking courses in these areas will also find this book of interest"--

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