Details about Koen W. De Bock

Access statistics for papers by Koen W. De Bock.

Last updated 2017-01-11. Update your information in the RePEc Author Service.

Short-id: pde761

Working Papers

2013

1. Advanced database marketing: innovative méthodologies and applications for managing Customer relationships
   Post-Print, HAL View citations (4)
2. Customer Churn Prediction in the Online Gambling Industry: The Beneficial Effect of Ensemble Learning
   Post-Print, HAL View citations (27)
   See also Journal Article Customer churn prediction in the online gambling industry: The beneficial effect of ensemble learning, Journal of Business Research, Elsevier (2013) View citations (24) (2013)
3. Ensemble Learning in Database Marketing
   Post-Print, HAL
   Also in Post-Print, HAL (2013)
4. Text mining for database marketing
   Post-Print, HAL
5. Textual Customer Data Handling for Quantitative Marketing Analysis
   Post-Print, HAL View citations (1)

2012

6. Data Accuracy's Impact on Segmentation Performance: Benchmarking RFM Analysis, Logistic Regression, and Decision Trees
   Post-Print, HAL
   See also Journal Article Data accuracy's impact on segmentation performance: Benchmarking RFM analysis, logistic regression, and decision trees, Journal of Business Research, Elsevier (2014) View citations (11) (2014)
7. Reconciling Performance and Interpretability in Customer Churn Prediction using Ensemble Learning based on Generalized Additive Models
   Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium, Ghent University, Faculty of Economics and Business Administration View citations (15)
8. Reconciling performance and interpretability in customer churn prediction modeling using ensemble learning based on generalized additive models
   Post-Print, HAL View citations (14)

2011

9. An empirical evaluation of rotation-based ensemble classifiers for customer churn prediction
   Post-Print, HAL View citations (13)
   Also in Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium, Ghent University, Faculty of Economics and Business Administration (2011) View citations (14)

2010

10. Ensemble classification based on generalized additive models
    Post-Print, HAL View citations (13)
    Also in Working Papers, Hogeschool-Universiteit Brussel, Faculteit Economie en Management (2010) View citations (13)
    Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium, Ghent University, Faculty of Economics and Business Administration (2009)
    See also Journal Article Ensemble classification based on generalized additive models, Computational Statistics & Data Analysis, Elsevier (2010) View citations (13) (2010)
11. Ensembles of probability estimation trees for Customer churn prediction
    Post-Print, HAL
12. Predicting website audience demographics for web advertising targeting using multi website clickstream data
    Post-Print, HAL View citations (3)
    Also in Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium, Ghent University, Faculty of Economics and Business Administration (2009) View citations (1)

Journal Articles

2014

1. Data accuracy's impact on segmentation performance: Benchmarking RFM analysis, logistic regression, and decision trees
   Journal of Business Research, 2014, 67, (1), 2751-2758 View citations (11)
   See also Working Paper Data Accuracy's Impact on Segmentation Performance: Benchmarking RFM Analysis, Logistic Regression, and Decision Trees, Post-Print (2012) (2012)

2013

2. Customer churn prediction in the online gambling industry: The beneficial effect of ensemble learning
   Journal of Business Research, 2013, 66, (9), 1629-1636 View citations (24)
   See also Working Paper Customer Churn Prediction in the Online Gambling Industry: The Beneficial Effect of Ensemble Learning, Post-Print (2013) View citations (27) (2013)

2010

3. Ensemble classification based on generalized additive models
   Computational Statistics & Data Analysis, 2010, 54, (6), 1535-1546 View citations (13)
   See also Working Paper Ensemble classification based on generalized additive models, Post-Print (2010) View citations (13) (2010)