Collaborations and top research areas from the last five years
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On Fair Lasso Regression
Carrizosa, E., Halskov, T. & Romero Morales, D., 9 Apr 2026, In: 4OR - A Quarterly Journal of Operations Research. 26 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile2 Downloads (Pure) -
Wasserstein Support Vector Machine: Support Vector Machines Made Fair
Carrizosa, E., Halskov, T. & Morales, D. R., Mar 2026, In: European Journal of Operational Research. 329, 2, p. 641-652 12 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile11 Downloads (Pure) -
On Enhancing the Explainability and Fairness of Tree Ensembles
Carrizosa, E., Kurishchenko, K. & Romero Morales, D., Jun 2025, In: European Journal of Operational Research. 323, 2, p. 599-608 10 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile69 Downloads (Pure) -
A Binarization Approach to Model Interactions Between Categorical Predictors in Generalized Linear Models
Carrizosa, E., Restrepo, M. G. & Romero Morales, D., Sept 2024, In: Applied Intelligence. 54, 17-18, p. 7969-7981 13 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile102 Downloads (Pure) -
A New Model for Counterfactual Analysis for Functional Data
Carrizosa, E., Ramírez-Ayerbe, J. & Romero Morales, D., Dec 2024, In: Advances in Data Analysis and Classification. 18, 4, p. 981-1000 20 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile150 Downloads (Pure)
Projects
- 5 Finished
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EUopstart- Network of European Data Scientists for Data Driven Decision Making
Romero Morales, D. (Coordinator)
29/09/2019 → 14/01/2020
Project: Public (National)
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EUopstart - Doctoral Network of Data Driven Decision Making
Romero Morales, D. (Coordinator)
07/06/2021 → 16/11/2021
Project: Public (National)
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SINERGI: Sustainable Innovative digitalized Network of Urban logistics
Romero Morales, D. (Partner)
01/05/2023 → 31/12/2025
Project: EU
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Second NeEDS Workshop On the Latest Advances in Machine Learning to Deal with Complex Data
Romero Morales, D. (Coordinator)
01/12/2022 → 31/12/2022
Project: Private (National)
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SHARE: EUopSTART: Shaping AI for Resource Equity: A Doctoral Network on Fair Allocation for Citizens
Romero Morales, D. (Coordinator)
13/10/2025 → 25/11/2025
Project: Public (National)
Press/Media
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Una investigación de la US, Premio Internacional de la Sociedad de Clasificación
22/03/2023
1 Media contribution
Press/Media: Press / Media