Applied Advanced Analytics

preview-18
  • Applied Advanced Analytics Book Detail

  • Author : Arnab Kumar Laha
  • Release Date : 2021-06-08
  • Publisher : Springer Nature
  • Genre : Business & Economics
  • Pages : 236
  • ISBN 13 : 9813366567
  • File Size : 59,59 MB

Applied Advanced Analytics by Arnab Kumar Laha PDF Summary

Book Description: 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 6th 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 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.

Disclaimer: www.yourbookbest.com does not own Applied Advanced Analytics books pdf, neither created or scanned. We just provide the link that is already available on the internet, public domain and in Google Drive. If any way it violates the law or has any issues, then kindly mail us via contact us page to request the removal of the link.

Applied Advanced Analytics

Applied Advanced Analytics

File Size : 27,27 MB
Total View : 6005 Views
DOWNLOAD

This book covers several new areas in the growing field of analytics with some innovative applications in different business contexts, and consists of selected

Engineering Analytics

Engineering Analytics

File Size : 36,36 MB
Total View : 237 Views
DOWNLOAD

Engineering analytics is becoming a necessary skill for every engineer. Areas such as Operations Research, Simulation, and Machine Learning can be totally trans

Advances in Analytics and Applications

Advances in Analytics and Applications

File Size : 8,8 MB
Total View : 257 Views
DOWNLOAD

This book includes selected papers submitted to the ICADABAI-2017 conference, offering an overview of the new methodologies and presenting innovative applicatio

Machine Learning Paradigms

Machine Learning Paradigms

File Size : 36,36 MB
Total View : 1753 Views
DOWNLOAD

This book presents recent machine learning paradigms and advances in learning analytics, an emerging research discipline concerned with the collection, advanced