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Predictive Analytics: Modeling and Optimization
Paperback
Series: Advanced Research in Reliability and System Assurance Engine
Business GeneralTechnology & EngineeringGeneral Mathematics
ISBN13: 9780367537487
Publisher: CRC Press
Published: Oct 7 2024
Pages: 274
Weight: 0.90
Height: 0.61 Width: 6.14 Depth: 9.21
Language: English
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.
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