Emilio Carrizosa

Universidad de Sevilla

Spain

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Articles (14)

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2025

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2024

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2024

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2024

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2023

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2022

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2022

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2021

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2021

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2021

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2021

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2021

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2021

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2021

Collaborators (6)

Thomas Ashley

Profesor Ayudante

Universidad Loyola Andalucía

SPAIN

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Rafael Blanquero

Universidad de Sevilla

SPAIN

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Laust Hvas Mortensen

Professor

University of Copenhagen

DENMARK

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M. Remedios Sillero Denamiel

Assistant Professor

Universidad de Sevilla

SPAIN

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Vanesa Guerrero

Associate Professor

Universidad Carlos III de Madrid

SPAIN

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Pepa Ramirez Cobo

Profesora Titular de Universidad

Universidad de Cádiz

SPAIN

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Emilio Carrizosa

Research Interests

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Articles (14)

On enhancing the explainability and fairness of tree ensembles

Cost-sensitive probabilistic predictions for support vector machines

Mathematical optimization modelling for group counterfactual explanations

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

On mathematical optimization for clustering categories in contingency tables

The tree based linear regression model for hierarchical categorical variables

Interpreting clusters via prototype optimization

On Sparse Optimal Regression Trees

Constrained Naïve Bayes with application to unbalanced data classification

A cost-sensitive constrained Lasso

Mathematical optimization in classification and regression trees

An extremal problem with applications to renewable energy production

An interval branch and bound method for global Robust optimization

Analysis of an aggregate loss model in a Markov renewal regime

Collaborators (6)

Thomas Ashley

Rafael Blanquero

Laust Hvas Mortensen

M. Remedios Sillero Denamiel

Vanesa Guerrero

Pepa Ramirez Cobo

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