Uplift Modeling for preventing student dropout in higher education D Olaya, J Vásquez, S Maldonado, J Miranda, W Verbeke Decision Support Systems 134, 113320, 2020 | 100 | 2020 |
A survey and benchmarking study of multitreatment uplift modeling D Olaya, K Coussement, W Verbeke Data Mining and Knowledge Discovery 34, 273-308, 2020 | 48 | 2020 |
Redefining profit metrics for boosting student retention in higher education S Maldonado, J Miranda, D Olaya, J Vásquez, W Verbeke Decision Support Systems, 113493, 2021 | 35 | 2021 |
To do or not to do? Cost-sensitive causal classification with individual treatment effect estimates W Verbeke, D Olaya, MA Guerry, J Van Belle European Journal of Operational Research 305 (2), 838-852, 2023 | 24 | 2023 |
Profit-driven churn prediction for the mutual fund industry: A multisegment approach S Maldonado, G Domínguez, D Olaya, W Verbeke Omega 100, 102380, 2021 | 24 | 2021 |
The foundations of cost-sensitive causal classification W Verbeke, D Olaya, J Berrevoets, S Verboven, S Maldonado arXiv preprint arXiv:2007.12582, 2020 | 13 | 2020 |
To do or not to do: cost-sensitive causal decision-making D Olaya, W Verbeke, J Van Belle, MA Guerry arXiv preprint arXiv:2101.01407, 2021 | 5 | 2021 |
The Effectiveness of R&D&I Subsidies to Young Innovative Companies in Belgium DAO Lasso, C Buts Eur. St. Aid LQ 17, 177, 2018 | 3 | 2018 |
Essays on causal machine learning for decision-making D Olaya Vrije Universiteit Brussel 1, 158, 2021 | | 2021 |
Profit-driven churn prediction in mutual funds: a Multisegment approach D Olaya, S Maldonado, G Dominguez, W Verbeke 34th annual conference of the Belgian Operational Research Society, 146-160, 2020 | | 2020 |
Uplift Modelling for Student Dropout in Higher Education S Maldonado, J Vasquez, D Olaya, J Miranda, W Verbeke | | 2019 |
A survey & experimental evaluation of multiple treatment uplift modeling D Olaya, W Verbeke EURO 2018: 29th European Conference on Operational Research, 2018 | | 2018 |