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Details about Koen W. De Bock

E-mail:
Homepage:http://www.koendebock.be
Workplace:Audencia Nantes École de Management (Audencia Nantes School of Management), (more information at EDIRC)

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


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Working Papers

2013

  1. Advanced database marketing: innovative méthodologies and applications for managing Customer relationships
    Post-Print, HAL View citations (3)
  2. Customer Churn Prediction in the Online Gambling Industry: The Beneficial Effect of Ensemble Learning
    Post-Print, HAL View citations (6)
    See also Journal Article in Journal of Business Research (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

2012

  1. Data Accuracy's Impact on Segmentation Performance: Benchmarking RFM Analysis, Logistic Regression, and Decision Trees
    Post-Print, HAL
    See also Journal Article in Journal of Business Research (2014)
  2. 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 Downloads View citations (4)
  3. Reconciling performance and interpretability in customer churn prediction modeling using ensemble learning based on generalized additive models
    Post-Print, HAL View citations (4)

2011

  1. An empirical evaluation of rotation-based ensemble classifiers for customer churn prediction
    Post-Print, HAL View citations (10)
    Also in Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium, Ghent University, Faculty of Economics and Business Administration (2011) Downloads View citations (11)

2010

  1. Ensemble classification based on generalized additive models
    Post-Print, HAL View citations (11)
    Also in Working Papers, Hogeschool-Universiteit Brussel, Faculteit Economie en Management (2010) Downloads View citations (11)
    Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium, Ghent University, Faculty of Economics and Business Administration (2009) Downloads

    See also Journal Article in Computational Statistics & Data Analysis (2010)
  2. Ensembles of probability estimation trees for Customer churn prediction
    Post-Print, HAL
  3. Predicting website audience demographics for web advertising targeting using multi website clickstream data
    Post-Print, HAL View citations (2)
    Also in Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium, Ghent University, Faculty of Economics and Business Administration (2009) Downloads 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 Downloads View citations (2)
    See also Working Paper (2012)

2013

  1. Customer churn prediction in the online gambling industry: The beneficial effect of ensemble learning
    Journal of Business Research, 2013, 66, (9), 1629-1636 Downloads View citations (5)
    See also Working Paper (2013)

2010

  1. Ensemble classification based on generalized additive models
    Computational Statistics & Data Analysis, 2010, 54, (6), 1535-1546 Downloads View citations (8)
    See also Working Paper (2010)
 
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