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Advances in Analytics and Applications. 分析論と応用の進展
・ISBN 978-981-13-1207-6 hard EUR 99.99
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| 著者・編者 | Laha, Arnab Kumar (ed.), |
|---|---|
| シリーズ | Springer Proceedings in Business and Economics |
| 出版社 | (Springer, GW) |
| 出版年月 | 2018 |
| ページ数 | 297 pp. |
| 言語 | ENG |
| ニュース番号 | ＜648-874 648-P1800＞ |
解説
This book includes selected papers submitted to the ICADABAI-2017 conference, offering an overview of the new methodologies and presenting innovative applications that are of interest to both academicians and practitioners working in the area of analytics. It discusses predictive analytics applications, machine learning applications, human resource analytics, operations analytics, analytics in finance, methodology and econometric applications. The papers in the predictive analytics applications section discuss web analytics, email marketing, customer churn prediction, retail analytics and sports analytics. The section on machine learning applications then examines healthcare analytics, insurance analytics and machine analytics using different innovative machine learning techniques. Human resource analytics addresses important issues relating to talent acquisition and employability using analytics, while a paper in the section on operations analytics describe an innovative application in oil and gas industry. The papers in the analytics in finance part discuss the use of analytical tools in banking and commodity markets, and lastly the econometric applications part presents interesting banking and insurance applications.