Predictive analytics modeling and optimization / edited by Vijay Kumar and Mangey Ram.
| Other author | Kumar, Vijay. |
| Other author | Ram, Mangey. |
| Format | Electronic |
| Edition | First edition. |
| Publication Info | Boca Raton, FL : CRC Press/Taylor & Francis Group, LLC, 2021. |
| Description | 1 online resource |
| Supplemental Content | Full text available from Taylor & Francis eBooks |
| Subjects |
| Series | Advanced research in reliability and system assurance engineering |
| Abstract | "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"-- Provided by publisher. |
| Bibliography note | Includes bibliographical references and index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Source of description | Description based on print version record and CIP data provided by publisher. |
| Issued in other form | Print version: Predictive analytics First edition. Boca Raton, FL : CRC Press/Taylor & Francis Group, LLC, 2021. 9780367537463 |
| Genre/form | Electronic books. |
| LCCN | 2020038822 |
| ISBN | 9781000332889 (epub) |
| ISBN | 9781003083177 (ebook) |
| ISBN | (hardback) |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | Access Content Online | ✔ Available |