Maria D. Guillen

According to our database, Maria D. Guillen authored at least 5 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Estimating non-overfitted convex production technologies: A stochastic machine learning approach.

Maria D. Guillen, Vincent Charles, Juan Aparicio

Eur. J. Oper. Res., 2025

Measuring environmental inefficiency through machine learning: An approach based on efficiency analysis trees and by-production technology.

Maria D. Guillen, Juan Aparicio, Magdalena Kapelko, Miriam Esteve

Eur. J. Oper. Res., 2025

2024

Improving the predictive accuracy of production frontier models for efficiency measurement using machine learning: The LSB-MAFS method.

Maria D. Guillen, Juan Aparicio, José Luis Zofío, Victor J. España

Comput. Oper. Res., 2024

2023

boostingDEA: A boosting approach to Data Envelopment Analysis in R.

Maria D. Guillen, Juan Aparicio, Victor J. España

SoftwareX, December, 2023

Gradient tree boosting and the estimation of production frontiers.

Maria D. Guillen, Juan Aparicio, Miriam Esteve

Expert Syst. Appl., 2023