selected publications
-
academic article
- Heuristic and Backtracking Algorithms for Improving the Performance of Efficiency Analysis Trees. IEEE ACCESS. 17421-17428. 2021
- Efficiency analysis trees: A new methodology for estimating production frontiers through decision tr. EXPERT SYSTEMS WITH APPLICATIONS. 113783-113800. 2020
- CLASSIFICATION OF TWEETS WITH A MIXED METHOD BASED ON PRAGMATIC CONTENT AND META-INFORMATION. INTERNATIONAL JOURNAL OF DESIGN & NATURE AND ECODYNAMICS. 60-70. 2018
- Hate is in the air! But where? Introducing an algorithm to detect hate speech in digital microenvironments. CRIME SCIENCE. 1-12. 2018
-
chapter
- The Estimation of Productive Efficiency Through Machine Learning Techniques: Efficiency Analysis Trees. Data-Enabled Analytics: DEA for Big Data. 51-92. 2021
-
congress communication
- An R package for the estimation of production frontiers through machine learning techniques 2021
- An R package for the implementation of Efficiency Analysis Tree and the estimation of technical efficiency 2021
- Efficiency analysis trees: A new methodology for estimating production frontiers through decision trees 2021
- Estimation of Production Frontiers Through Random Forest: The Treatment of Lack of Robustness and Curse of Dimensionality Under Free Disposal Hull 2021
- Estimation of production frontiers through Random Forest: the treatment of lack of robustness and curse of dimensionality under Free Disposal Hull 2021
- Estimation of production frontiers through Random Forest: the treatment of lack of robustness and curse of dimensionality under Free Disposal Hull 2021
- Gradient Tree Boosting and the estimation of production frontiers 2021
- How to estimate efficient frontiers through Gradient Tree Boosting 2021
- Multivariate Adaptive Frontier Splines 2021
- RANDOM FOREST Y LA MEDICIÓN DE LA EFICIENCIA TÉCNICA FUERA DE LA MUESTRA 2021
- The Estimation of Productive Efficiency Through Machine Learning Techniques: EfficiencyAnalysis Trees 2021
- Unsupervised Data Envelopment Analysis 2021
- Efficiency Analysis Trees 2020
- Regression Trees and the Measurement of Out-of-Sample Technical Efficiency 2020
- Estimación no paramétrica de fronteras: FDH vs árboles de regresión 2019
- La biblioteca de Babel o la privada de Marck Zuckerberg. 2018
-
thesis