selected publications
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academic article
- Ranking the Importance of Variables in a Nonparametric Frontier Analysis Using Unsupervised Machine Learning Techniques . MATHEMATICS. 2023
- An unsupervised learning-based generalization of Data Envelopment Analysis. OPERATIONS RESEARCH PERSPECTIVES. 2023
- Measuring technical efficiency for multi-input multi-output production processes through OneClass Support Vector Machines: a finite-sample study. OPERATIONAL RESEARCH. 2023
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congress communication
- A new methodology based on unsupervised machine learning for the estimation of frontiers of best practices 2022
- An unsupervised An Unsupervised Learning- Based Approach to Estimate Technical Efficiency Using One-Class Support Vector Machines 2022
- UNA GENERALIZACIÓN DEL ANÁLISIS ENVOLVENTE DE DATOS BASADA EN APRENDIZAJE NO SUPERVISADO 2022
- Un modelo para el Análisis Envolvente de Datos como problema de aprendizaje no supervisado 2022
- Una generalización del Análisis Envolvente de Datos basada en aprendizaje automático no supervisado 2022
- Unsupervised Data Envelopment Analysis 2021