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Advances in analytics and applications

Author: Arnab Kumar Laha
Publisher: Singapore : Springer, [2019].
Series: Springer proceedings in business and economics.
Edition/Format:   eBook : Document : Conference publication : EnglishView all editions and formats
Summary:
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  Read more...
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Genre/Form: Conference papers and proceedings
Electronic books
Congresses
Additional Physical Format: Print record:
International Conference on Advanced Data Analysis, Business Analytics and Intelligence (5th : 2017 : Ahmedabad, India).
Advances in analytics and applications.
Singapore : Springer, [2019]
(DLC) 2018946576
(OCoLC)1037810593
Material Type: Conference publication, Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Arnab Kumar Laha
ISBN: 9789811312083 9811312087 9811312079 9789811312076 9789811312090 9811312095 9789811345845 9811345848
OCLC Number: 1052566696
Description: 1 online resource.
Contents: Part I: Overviews --
Chapter 1. Machine Learning --
Chapter 2. Regression Methods --
Chapter 3. Functional Data Analysis --
Chapter 4. Directional Data Analysis --
Chapter 5.Branching Processes --
Part II: Predictive Analysis Applications --
Chapter 6. Click-Through Rate Estimation using CHAID Classification Tree Model --
Chapter 7 . Predicting Success Probability in Professional Tennis Tournaments: Using a Logistic Regression Model --
Chapter 8. Hausdorff Path Clustering and Hidden Markov Model Applied to Person Movement Prediction in Retail Spaces --
Chapter 9. Improving Email Marketing Campaign Success Rate Using Personalization --
etc.
Series Title: Springer proceedings in business and economics.
Responsibility: Arnab Kumar Laha, editor.

Abstract:

It discusses predictive analytics applications, machine learning applications, human resource analytics, operations analytics, analytics in finance, methodology and econometric applications.  Read more...

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