Miriam Esteve

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Additive Models

Nearest Neighbor Classifiers

Top Venues

Expert Syst. Appl.

Eur. J. Oper. Res.

Publications

Victor J. España, Juan Aparicio, Xavier Barber, Miriam Esteve
Estimating production functions through additive models based on regression splines. Eur. J. Oper. Res. 312 (2) (2024)
Miriam Esteve, Juan Aparicio, Jesús Javier Rodríguez-Sala, Joe Zhu
Random Forests and the measurement of super-efficiency in the context of Free Disposal Hull. Eur. J. Oper. Res. 304 (2) (2023)
Raul Moragues, Juan Aparicio, Miriam Esteve
Measuring technical efficiency for multi-input multi-output production processes through OneClass Support Vector Machines: a finite-sample study. Oper. Res. 23 (3) (2023)
Juan Aparicio, Miriam Esteve, Magdalena Kapelko
Measuring dynamic inefficiency through machine learning techniques. Expert Syst. Appl. 228 (2023)
Juan Aparicio, Miriam Esteve
How to peel a data envelopment analysis frontier: A cross-validation-based approach. J. Oper. Res. Soc. 74 (12) (2023)
Maria D. Guillen, Juan Aparicio, Miriam Esteve
Gradient tree boosting and the estimation of production frontiers. Expert Syst. Appl. 214 (2023)
Miriam Esteve, Victor España, Juan Aparicio, Xavier Barber
eat: An R Package for fitting Efficiency Analysis Trees. R J. 14 (3) (2022)
Miriam Esteve, Nuria Mollá-Campello, Jesús Javier Rodríguez-Sala, Alejandro Rabasa
The Effects of Abrupt Changing Data in CART Inference Models. WorldCIST (2) (2021)
Miriam Esteve, Jesús Javier Rodríguez-Sala, Jose-Juan López-Espín, Juan Aparicio
Heuristic and Backtracking Algorithms for Improving the Performance of Efficiency Analysis Trees. IEEE Access 9 (2021)
Miriam Esteve, Juan Aparicio, Alejandro Rabasa, Jesús Javier Rodríguez-Sala
Efficiency analysis trees: A new methodology for estimating production frontiers through decision trees. Expert Syst. Appl. 162 (2020)