Maria D. Guillen

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 3

Top Topics

Predictive Accuracy

Machine Learning

Data Envelopment Analysis

Top Venues

Comput. Oper. Res.

Expert Syst. Appl.

Publications

Maria D. Guillen, Juan Aparicio, José Luis Zofío, Victor J. España
Improving the predictive accuracy of production frontier models for efficiency measurement using machine learning: The LSB-MAFS method. Comput. Oper. Res. 171 (2024)
Maria D. Guillen, Juan Aparicio, Victor J. España
boostingDEA: A boosting approach to Data Envelopment Analysis in R. SoftwareX 24 (2023)
Maria D. Guillen, Juan Aparicio, Miriam Esteve
Gradient tree boosting and the estimation of production frontiers. Expert Syst. Appl. 214 (2023)