Online state of health estimation on NMC cells based on predictive analytics M Berecibar, F Devriendt, M Dubarry, I Villarreal, N Omar, W Verbeke, ... Journal of Power Sources 320, 239-250, 2016 | 189 | 2016 |
A Literature Survey and Experimental Evaluation of the State-of-the-Art in Uplift Modeling: A Stepping Stone Toward the Development of Prescriptive Analytics F Devriendt, D Moldovan, W Verbeke Big Data 6 (1), 13-41, 2018 | 130 | 2018 |
Why you should stop predicting customer churn and start using uplift models F Devriendt, J Berrevoets, W Verbeke Information Sciences 548, 497-515, 2019 | 88 | 2019 |
Learning to rank for uplift modeling F Devriendt, J Van Belle, T Guns, W Verbeke IEEE Transactions on Knowledge and Data Engineering, 2020 | 39 | 2020 |
Reducing inferior member community participation using uplift modeling: Evidence from a field experiment S Debaere, F Devriendt, J Brunneder, W Verbeke, T De Ruyck, ... Decision Support Systems 123, 113077, 2019 | 10 | 2019 |
Uplift Modeling: State-of-the-art and novel approaches F Devriendt | 1 | 2019 |
The case for prescriptive analytics: a novel maximum profit measure for evaluating and comparing customer churn prediction and uplift models F Devriendt, W Verbeke | 1 | 2018 |
Profit-driven decision tree approaches for uplift modeling F Devriendt, G Petrides, S Lessmann, W Verbeke EURO 2018: 29th European Conference on Operational Research, 193-193, 2018 | | 2018 |
Sampling techniques for uplift modeling for improved stability and performance D Robert, F Devriendt, G Petrides, W Verbeke EURO 2018: 29th European Conference on Operational Research, 193, 2018 | | 2018 |
The case for prescriptive analytics: profit-driven uplift modeling F Devriendt, W Verbeke Business Analytics Research Day, 2018 | | 2018 |
A study on the stability of uplift models D Robert, F Devriendt, G Petrides, W Verbeke Business Analytics Research Day, 2018 | | 2018 |
Inferior member participation prevention in online innovation communities S Debaere, F Devriendt, W Verbeke, K Coussement, T De Ruyck 21st Conference of the International Federation of Operational Research …, 2017 | | 2017 |
Profit Driven Uplift Modeling F Devriendt, W Verbeke 21st Conference of the International Federation of Operational Research …, 2017 | | 2017 |
An overview and experimental evaluation of the state-of-the-art in uplift modeling F Devriendt, W Verbeke ORBEL 31: 31st annual conference of the Belgian Operational Research Society, 2017 | | 2017 |
Value-Centric Uplift Modelling for Customer Retention F Devriendt, D Moldovan, T Verbraken, W Verbeke EURO 2016: 28th European Conference on Operational Research, 2016 | | 2016 |
Using Uplift Modelling in Customer Attrition F Devriendt, D Moldovan, W Verbeke, T Verbraken Business Analytics in Finance and Industry, 70-70, 2015 | | 2015 |
Using Neighbourhood-based Collaborative Filtering to Predict E-Learning Exercise Difficulty F Devriendt, F Grootjen, M Otworowska, J Kwisthout Proceedings of the Benelux Conference on Artificial Intelligence 26, 199-200, 2014 | | 2014 |