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Titlebook: Applied Advanced Analytics; 6th IIMA Internation Arnab Kumar Laha Conference proceedings 2021 The Editor(s) (if applicable) and The Author(

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發(fā)表于 2025-3-21 16:26:48 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
期刊全稱Applied Advanced Analytics
期刊簡(jiǎn)稱6th IIMA Internation
影響因子2023Arnab Kumar Laha
視頻videohttp://file.papertrans.cn/160/159618/159618.mp4
發(fā)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
學(xué)科分類Springer Proceedings in Business and Economics
圖書封面Titlebook: Applied Advanced Analytics; 6th IIMA Internation Arnab Kumar Laha Conference proceedings 2021 The Editor(s) (if applicable) and The Author(
影響因子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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Artificial Intelligence-Based Cost Reduction for Customer Retention Management in the Indian Life Ito a major cost head for life insurers. In this paper, the authors present an advanced analytic solution to effectively manage customer retention costs and improve the overall persistency. The paper demonstrates the use of several machine learning and deep learning neural network-based models to cla
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Mitigating Agricultural Lending Risk: An Advanced Analytical Approach,atures and gives a better prediction of a farmer going to default than the one built on features currently captured by banks. These additional variables give necessary insights into farmer characteristics that could (1) help banks identify low-risk farmers and expand their lending and (2) help the g
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Application of Association Rule Mining in a Clothing Retail Store,d in Indore, Madhya Pradesh, from the period November 26, 2017, to September 19, 2018, with the help of Point of Sale (POS) and bar code scanner. “Try Us” is a small retail store with multiple brands and is planning to upgrade store to a multilevel store. Data mining would benefit the overall store
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Food Index Forecasting,lished by United States Department of Labor for the period January 2010 till May 2018. Different univariate and multivariate time series modeling approaches were used to model the price data, and best-fitted model was chosen for each of the individual categories.
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OTC Energy and Related Derivative Markets,rocesses of such applications. Due to the intense complexity of inherent structure of AI algorithm, usually researchers define the artificial neural network as “black box” whereas the traditional statistical learning models are more transparent, interpretable and explainable with respect to data and
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