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Journal Articles
- 2024
[j9]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): 684-699 (2024)- 2023
- [j8]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): 729-744 (2023) - [j7]Maria D. Guillen, Juan Aparicio, Miriam Esteve:
Gradient tree boosting and the estimation of production frontiers. Expert Syst. Appl. 214: 119134 (2023) - [j6]Juan Aparicio, Miriam Esteve, Magdalena Kapelko:
Measuring dynamic inefficiency through machine learning techniques. Expert Syst. Appl. 228: 120417 (2023) - [j5]Juan Aparicio, Miriam Esteve:
How to peel a data envelopment analysis frontier: A cross-validation-based approach. J. Oper. Res. Soc. 74(12): 2558-2572 (2023) - [j4]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): 47 (2023) - 2022
- [j3]Miriam Esteve, Victor España, Juan Aparicio, Xavier Barber:
eat: An R Package for fitting Efficiency Analysis Trees. R J. 14(3): 249-281 (2022) - 2021
- [j2]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: 17421-17428 (2021) - 2020
- [j1]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: 113783 (2020)
Conference and Workshop Papers
- 2021
- [c1]Miriam Esteve, Nuria Mollá-Campello, Jesús Javier Rodríguez-Sala, Alejandro Rabasa:
The Effects of Abrupt Changing Data in CART Inference Models. WorldCIST (2) 2021: 214-223
Coauthor Index
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