عنوان

Advances in analytics and applications /

9789811312076

9789811312083

9789811312090

9789811345845

9811312079

9811312087

9811312095

9811345848

9789811312076

Advances in analytics and applications /

[Book]

Arnab Kumar Laha, editor.

Singapore :

Springer,

[2019].

1 online resource.

Springer proceedings in business and economics,

2198-7246

Includes bibliographical references.

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.

0

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 and econometric applications. The papers in the predictive analytics applications section discuss web analytics, email marketing, customer churn prediction, retail analytics and sports analytics. The section on machine learning applications then examines healthcare analytics, insurance analytics and machine analytics using different innovative machine learning techniques. Human resource analytics addresses important issues relating to talent acquisition and employability using analytics, while a paper in the section on operations analytics describe an innovative application in oil and gas industry. The papers in the analytics in finance part discuss the use of analytical tools in banking and commodity markets, and lastly the econometric applications part presents interesting banking and insurance applications.

Springer Nature

com.springer.onix.9789811312083

Advances in analytics and applications.

9789811312076

Business-- Data processing, Congresses.

Machine learning, Congresses.

Mathematical statistics, Congresses.

Big Data/Analytics.

Business Finance.

Management.

Business-- Data processing.

Business mathematics & systems.

Corporate finance.

Machine learning.

Management & management techniques.

Mathematical statistics.

MATHEMATICS / Applied.

MATHEMATICS / Probability & Statistics / General.

KJQ

KJQ

MAT-- 003000

MAT-- 029000

Laha, Arnab Kumar

International Conference on Advanced Data Analysis, Business Analytics and Intelligence(5th :2017 :, Ahmedabad, India)

20200823224613.0

pn

[Book]

Y