Predictive Analytics

Modeling and Optimization

Vijay Kumar, Mangey Ram (Graphic Era Uni, India)

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English

CRC Press
07 October 2024

Product design; Purchasing & supply management; Engineering: general; Automatic control engineering; Data mining

Series: Advanced Research in Reliability and System Assurance Engineering

Summary
Details

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 and introduces current achievements and applications of artificial intelligence, 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.

Edited by: Vijay Kumar, Mangey Ram (Graphic Era Uni, India)
Imprint: CRC Press
Country of Publication: United Kingdom
Dimensions: Height: 234mm, Width: 156mm,
Weight: 530g
ISBN: 9780367537487
ISBN 10: 0367537486
Series: Advanced Research in Reliability and System Assurance Engineering
Pages: 274
Publication Date: 07 October 2024
Audience: Professional and scholarly , Undergraduate
Format: Paperback
Publisher's Status: Active