Diego Olaya

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 6

Top Topics

Binary Classification

Probability Estimates

Higher Education

Confidence Weighted

Top Venues

Decis. Support Syst.

Data Min. Knowl. Discov.

Eur. J. Oper. Res.

Publications

Wouter Verbeke, Diego Olaya, Marie-Anne Guerry, Jente Van Belle
To do or not to do? Cost-sensitive causal classification with individual treatment effect estimates. Eur. J. Oper. Res. 305 (2) (2023)
Sebastián Maldonado, Jaime Miranda, Diego Olaya, Jonathan Vásquez, Wouter Verbeke
Redefining profit metrics for boosting student retention in higher education. Decis. Support Syst. 143 (2021)
Diego Olaya, Wouter Verbeke, Jente Van Belle, Marie-Anne Guerry
To do or not to do: cost-sensitive causal decision-making. CoRR (2021)
Wouter Verbeke, Diego Olaya, Jeroen Berrevoets, Sebastián Maldonado
The foundations of cost-sensitive causal classification. CoRR (2020)
Diego Olaya, Kristof Coussement, Wouter Verbeke
A survey and benchmarking study of multitreatment uplift modeling. Data Min. Knowl. Discov. 34 (2) (2020)
Diego Olaya, Jonathan Vásquez, Sebastián Maldonado, Jaime Miranda, Wouter Verbeke
Uplift Modeling for preventing student dropout in higher education. Decis. Support Syst. 134 (2020)