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All papers authored by Emilio Carrizosa

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2024 Sandra Benítez-Peña

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, Rafael Blanquero

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, Emilio Carrizosa

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, Pepa Ramírez-Cobo

Cost-sensitive probabilistic predictions for support vector machines

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Emilio Carrizosa

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, Jasone Ramírez-Ayerbe

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, Dolores Romero Morales

Generating collective counterfactual explanations in score-based classification via mathematical optimization

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Emilio Carrizosa

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, Jasone Ramírez-Ayerbe, Dolores Romero Morales

Mathematical optimization modelling for group counterfactual explanations

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2022 Emilio Carrizosa

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, Laust Hvas Mortensen

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, Dolores Romero Morales

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, M. Remedios Sillero-Denamiel

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The tree based linear regression model for hierarchical categorical variables

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Emilio Carrizosa

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, Vanesa Guerrero

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, Dolores Romero Morales

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On mathematical optimization for clustering categories in contingency tables

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Rafael Blanquero, Emilio Carrizosa

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, Cristina Molero-Río

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, Dolores Romero Morales

On sparse optimal regression trees

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Emilio Carrizosa

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, Kseniia Kurishchenko

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, Alfredo Marín, Dolores Romero Morales

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Interpreting clusters via prototype optimization

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2021 Emilio Carrizosa

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, Marcela Galvis Restrepo, Dolores Romero Morales

On clustering categories of categorical predictors in generalized linear models

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Rafael Blanquero, Emilio Carrizosa

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, Pepa Ramírez-Cobo, M. Remedios Sillero-Denamiel

Variable selection for Naïve Bayes classification

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Rafael Blanquero, Emilio Carrizosa

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, Pepa Ramírez-Cobo, M. Remedios Sillero-Denamiel

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Constrained Naïve Bayes with application to unbalanced data classification

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Rafael Blanquero, Emilio Carrizosa

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, Cristina Molero-Río, Dolores Romero Morales

Optimal randomized classification trees

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Pepa Ramírez-Cobo, Emilio Carrizosa

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, Rosa E. Lillo

Analysis of an aggregate loss model in a Markov renewal regime

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Sandra Benítez-Peña, Emilio Carrizosa

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, Vanesa Guerrero, M. Dolores Jiménez-Gamero, Belén Martín-Barragán, Cristina Molero-Río, Pepa Ramírez-Cobo, Dolores Romero Morales

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, M. Remedios Sillero-Denamiel

On sparse ensemble methods: An application to short-term predictions of the evolution of COVID-19

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Emilio Carrizosa

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, Frédéric Messine

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An interval branch and bound method for global Robust optimization

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Emilio Carrizosa

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, Cristina Molero-Río

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, Dolores Romero Morales

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Mathematical optimization in classification and regression trees

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Thomas Ashley

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, Emilio Carrizosa

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, Enrique Fernández-Cara

An extremal problem with applications to renewable energy production

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2020 Rafael Blanquero, Emilio Carrizosa

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, Cristina Molero-Río, Dolores Romero Morales

Sparsity in optimal randomized classification trees

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Rafael Blanquero

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, Emilio Carrizosa

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, Asunción Jiménez-Cordero, Belén Martín-Barragán

Selection of Time Instants and Intervals with Support Vector Regression for Multivariate Functional Data

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Emilio Carrizosa

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Comments on: Distance geometry and data science

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Rafael Blanquero, Emilio Carrizosa

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, Pepa Ramírez-Cobo, M. Remedios Sillero-Denamiel

A cost-sensitive constrained Lasso

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