机读格式显示(MARC)
- 000 02225cam a2200361 i 4500
- 008 200826s2021 flua b 001 0 eng
- 040 __ |a DLC |b eng |e rda |c DLC
- 050 00 |a TA340 |b .P726 2021
- 245 00 |a Predictive analytics : |b modeling and optimization / |c edited by Vijay Kumar and Mangey Ram.
- 260 __ |a Boca Raton, FL : |b CRC Press/Taylor & Francis Group, LLC, |c 2021.
- 300 __ |a xiii, 274 pages : |b illustrations (black and white) ; |c 24 cm.
- 336 __ |a text |b txt |2 rdacontent
- 337 __ |a unmediated |b n |2 rdamedia
- 338 __ |a volume |b nc |2 rdacarrier
- 490 0_ |a Advanced research in reliability and system assurance engineering
- 504 __ |a Includes bibliographical references and index.
- 520 __ |a "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"-- |c Provided by publisher.
- 650 _0 |a Engineering |x Data processing.
- 650 _0 |a Predictive analytics.
- 700 1_ |a Kumar, Vijay, |e editor.
- 700 1_ |a Ram, Mangey, |e editor.
- 776 08 |i Online version: |t Predictive analytics |b First edition. |d Boca Raton, FL : CRC Press/Taylor & Francis Group, LLC, 2021. |z 9781003083177 |w (DLC) 2020038822