Advances in Analytics and Applications

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Laha, Arnab Kumar (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Singapore : Springer Singapore : Imprint: Springer, 2019.
• Έκδοση: 1st ed. 2019.
• Σειρά: Springer Proceedings in Business and Economics,
• Θέματα: 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...

Πίνακας περιεχομένων:

• 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.