期刊全称 | Applied Advanced Analytics | 期刊简称 | 6th IIMA Internation | 影响因子2023 | Arnab Kumar Laha | 视频video | | 发行地址 | Contains a wealth of case studies and new techniques for a quick understanding of advanced analytics and its applications in the business scenario.Comprises of seven diverse themes to ensure a broad c | 学科分类 | Springer Proceedings in Business and Economics | 图书封面 |  | 影响因子 | This book covers several new areas in the growing field of analytics with some innovative applications in different business contexts, and consists of selected presentations at the 6.th. IIMA International Conference on Advanced Data Analysis, Business Analytics and Intelligence. The book is conceptually divided in seven parts. The first part gives expository briefs on some topics of current academic and practitioner interests, such as data streams, binary prediction and reliability shock models. In the second part, the contributions look at artificial intelligence applications with chapters related to explainable AI, personalized search and recommendation, and customer retention management. The third part deals with credit risk analytics, with chapters on optimization of credit limits and mitigation of agricultural lending risks. In its fourth part, the book explores analytics and data mining in the retail context. In the fifth part, the book presents some applications of analytics to operations management. This part has chapters related to improvement of furnace operations, forecasting food indices and analytics for improving student learning outcomes. The sixth part has contri | Pindex | Conference proceedings 2021 |
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