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Bibliography
Journal articles
Accepted Journal articles
Stripling E., Baesens B., Chizi B., Vanden Broucke S. (2018). Isolation-based conditional anomaly detection on mixed-attribute data to uncover workers' compensation fraud. Decision Support Systems.
Stripling E., Vanden Broucke S., Antonio K., Baesens B., Snoeck M. (2017). Profit maximizing logistic model for customer churn prediction using genetic algorithms. Swarm and Evolutionary Computation.
Conference Proceedings
Stripling E., Vanden Broucke S., Antonio K., Baesens B., Snoeck M. (2015). Profit maximizing logistic regression modeling for customer churn prediction. In: Data Science and Advanced Analytics (DSAA) (1-10). Presented at the IEEE International Conference on Data Science and Advanced Analytics (DSAA' 2015), Paris (France), 19 Oct 2015-21 Oct 2015. Paris, France. doi: 10.1109/DSAA.2015.7344874.
Accepted Conference Proceedings
Höppner S., Stripling E., Baesens B., Vanden Broucke S., Verdonck T. (2018). Profit Driven Decision Trees for Churn Prediction. In: Proceedings of the conference on Data Science, Statistics and Visualisation (DSSV 2018) Presented at the Conference on Data Science, Statistics and Visualisation (DSSV 2018), Vienna, Austria.
Stripling E., Baesens B., Vanden Broucke S. (2018). Regularized Empirical EMP Maximization Framework for Profit-Driven Model Building. In: not known yet Presented at the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, London, United Kingdom.
Devos A., Dhondt J., Stripling E., Baesens B., Vanden Broucke S., Sukhatme G. (2018). Profit Maximizing Logistic Regression Modeling for Credit Scoring. In: Proceedings of the IEEE Data Science Workshop (DSW) Presented at the IEEE Data Science Workshop (DSW), Lausanne, Switzerland.
Abstracts/Presentations/Posters
Haupt J., Stripling E., Baesens B., Vanden Broucke S., Lessmann S. (2017). Profit-maximizing scorecard development. Presented at the Credit Scoring and Credit Control XV Conference, Edinburgh (Scotland), 30 Aug 2017-01 Sep 2017.
Accepted Abstracts/Presentations/Posters
Stripling E., Baesens B., Vanden Broucke S. (2018). Building profit-sensitive classifiers for maximum profit. Presented at the European Conference on Operational Research (EURO 2018), Valencia (Spain), 08 Jul 2018-11 Jul 2018.
PhD Theses
Stripling E., Snoeck M. (sup.), Vanden Broucke S. (cosup.), Baesens B. (cosup.) (2018). Business-Oriented Data Analytics: Advances in Profit-Driven Model Building and Fraud Detection.