Advances in Analytics and Applications

• Corporate Author: SpringerLink (Online service)
• Other Authors: Laha, Arnab Kumar (Editor, http://id.loc.gov/vocabulary/relators/edt)
• Format: Electronic eBook
• Language: English
• Published: Singapore : Springer Singapore : Imprint: Springer, 2019.
• Edition: 1st ed. 2019.
• Series: Springer Proceedings in Business and Economics,
• Subjects: Big data.; Business enterprises-Finance.; Management.; Big Data/Analytics.; Business Finance.

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 applicati...

Table of 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.