Applied advanced analytics :: 6th IIMA International Conference on Advanced Data Analysis, Business Analytics and Intelligence /: Arnab Kumar Laha, editor.

Laha, Arnab Kumar,; Indian Institute of Management, Ahmedabad,

doi:10.1007/978-981-33-6656-5

Applied advanced analytics : 6th IIMA International Conference on Advanced Data Analysis, Business Analytics and Intelligence / Arnab Kumar Laha, editor.

International Conference on Advanced Data Analysis, Business Analytics and Intelligence (6th); Laha, Arnab Kumar, editor.; Indian Institute of Management, Ahmedabad, sponsoring body.

2021

HF5548.2 .I58 2021

Available Online

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Title

Applied advanced analytics : 6th IIMA International Conference on Advanced Data Analysis, Business Analytics and Intelligence / Arnab Kumar Laha, editor.

Meeting Name

International Conference on Advanced Data Analysis, Business Analytics and Intelligence (6th)

ISBN

9789813366565 (electronic bk.)
9813366567 (electronic bk.)
9789813366558
9813366559

DOI

https://doi.org/10.1007/978-981-33-6656-5

Published

Singapore : Springer, [2021]

Copyright

Language

English

Description

1 online resource : illustrations (some color)

Item Number

10.1007/978-981-33-6656-5 doi

Call Number

HF5548.2 .I58 2021

Dewey Decimal Classification

658/.05

Summary

This book covers several new areas in the growing field of analytics with some innovative applications in different business contexts. 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 contributions related to adaptive designs in clinical trials, stochastic comparisons of systems with heterogeneous components and stacking of models. The seventh and final part contains chapters related to finance and economics topics, such as role of infrastructure and taxation on economic growth of countries and connectedness of markets with heterogenous agents, The different themes ensure that the book would be of great value to practitioners, post-graduate students, research scholars and faculty teaching advanced business analytics courses.

Note

International conference proceedings.

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Access limited to authorized users.

Source of Description

Online resource; title from PDF title page (SpringerLink, viewed June 21, 2021).

Added Author

Laha, Arnab Kumar, editor.

Added Corporate Author

Indian Institute of Management, Ahmedabad, sponsoring body.

Series

Springer proceedings in business and economics. 2198-7246