Emilio Carrizosa
Universidad de Sevilla
H-index: 36
Europe-Spain
Top articles of Emilio Carrizosa
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Cost-sensitive probabilistic predictions for support vector machines | European Journal of Operational Research | Sandra Benítez-Peña Rafael Blanquero Emilio Carrizosa Pepa Ramírez-Cobo | 2024/4/1 |
Generating collective counterfactual explanations in score-based classification via mathematical optimization | Expert Systems with Applications | Emilio Carrizosa Jasone Ramírez-Ayerbe Dolores Romero Morales | 2024/3/15 |
Mathematical optimization modelling for group counterfactual explanations | European Journal of Operational Research | Emilio Carrizosa Jasone Ramírez-Ayerbe Dolores Romero Morales | 2024/1/5 |
Explainable Predict-and-Optimize | Rafael Blanquero Emilio Carrizosa Nuria Gómez-Vargas | 2023/1/24 | |
A new model for counterfactual analysis for functional data | Advances in Data Analysis and Classification | Emilio Carrizosa Jasone Ramírez-Ayerbe Dolores Romero Morales | 2023/10/25 |
On enhancing the explainability and fairness of tree ensembles | Emilio Carrizosa Kseniia Kurishchenko D Romero Morales | 2023 | |
Contextual Uncertainty Sets in Robust Linear Optimization | Rafael Blanquero Emilio Carrizosa Nuria Gómez-Vargas | 2023/10/13 | |
Wasserstein SVM: Support Vector Machines made fair | Emilio Carrizosa Thomas Halskov D Romero Morales | 2023 | |
On clustering and interpreting with rules by means of mathematical optimization | Computers & Operations Research | Emilio Carrizosa Kseniia Kurishchenko Alfredo Marín Dolores Romero Morales | 2023/6/1 |
On mathematical optimization for clustering categories in contingency tables | Advances in Data Analysis and Classification | Emilio Carrizosa Vanesa Guerrero Dolores Romero Morales | 2023/6 |
On optimal regression trees to detect critical intervals for multivariate functional data | Computers & Operations Research | Rafael Blanquero Emilio Carrizosa Cristina Molero-Río Dolores Romero Morales | 2023/4/1 |
Solving the 1-median problem on a network with continuous demand and demand surplus | Computers & Operations Research | Rafael Blanquero Emilio Carrizosa G Boglárka Kristóf Kovács | 2023/12/1 |
Generating Counterfactual Explanations in Score-Based Classification via Mathematical Optimization | Emilio Carrizosa J Ramírez-Ayerbe D Romero Morales | 2022 | |
On sparse optimal regression trees | European Journal of Operational Research | Rafael Blanquero Emilio Carrizosa Cristina Molero-Río Dolores Romero Morales | 2022/6/16 |
Interpreting clusters via prototype optimization | Omega | Emilio Carrizosa Kseniia Kurishchenko Alfredo Marín Dolores Romero Morales | 2022/2/1 |
Empirical Bayes fairness in linear regression | Emilio Carrizosa Rafael Jiménez-Llamas Pepa Ramırez-Cobo | 2022 | |
Improving fairness of Generalized Linear Models by feature shrinkage | Emilio Carrizosa Marcela Galvis Restrepo Dolores Romero Morales | 2022 | |
Constrained Naïve Bayes with application to unbalanced data classification | Central European Journal of Operations Research | Rafael Blanquero Emilio Carrizosa Pepa Ramírez-Cobo M Remedios Sillero-Denamiel | 2022/12/1 |
Counterfactual explanations for functional data: A mathematical optimization approach | Emilio Carrizosa Jasone Ramırez-Ayerbe Dolores Romero | 2022 | |
The tree based linear regression model for hierarchical categorical variables | Expert Systems with Applications | Emilio Carrizosa Laust Hvas Mortensen Dolores Romero Morales M Remedios Sillero-Denamiel | 2022/10/1 |
Co-Authors
