Esteve

Aparicio, J., Esteve, M., & Jin, Q. (2024). Machine Learning Techniques and Efficiency Evaluation: A Survey of Methodological Contributions. Analytical Decision Making and Data Envelopment Analysis: Advances and Challenges, 201-234.

Aparicio, J. (Center of Operations Research, Miguel Hernández University of Elche) , Esteve, M. (Center of Operations Research, Miguel Hernández University of Elche) , & Jin, Q.
Abstract:

This chapter surveys the literature on two types of related contributions. The first group is made up of models devoted to adapting well-known machine learning techniques for estimating […]

By mquesada, 7 days ago

Miriam Esteve, Juan Aparicio, Jesus J. Rodriguez-Sala, & Joe Zhu (2023). Random Forests and the measurement of super-efficiency in the context of Free Disposal Hull. European Journal of Operational Research, 304, 729-744.

Miriam Esteve (Center of Operations Research, Miguel Hernandez University of Elche), Juan Aparicio (Center of Operations Research, Miguel Hernandez University of Elche), Jesús J. Rodríguez-Sala (Center of Operations Research, Miguel Hernandez University of Elche) and Joe Zhu (Foisie Business School, Worcester Polytechnic Institute, United States)
Abstract:
In the technical efficiency evaluation area, it may happen that many […]

By anabel.perez, 3 years16 January, 2023 ago

Aparicio, J., Esteve, M, Rodríguez, J.J., Zofío., J.L. (2021) "The Estimation of Productive Efficiency Through Machine Learning Techniques: Efficiency Analysis Trees", in Joe Zhu, Vincent Charles (Eds.), Data-Enabled Analytics DEA for Big Data, Springer, 51-92

By salonso, 4 years24 November, 2021 ago

Publications

Esteve, M., Mollá-Campello, N., Rodríguez-Sala, J.J., Rabasa, A. (2021) "The Effects of Abrupt Changing Data in CART Inference Models", World Conference on Information Systems and Technologies, WorldCIST 2021, Advances in Intelligent Systems and Computing, 1366 AISC, 214–223

By salonso, 4 years15 July, 2021 ago

Publications

Esteve, M., Rodriguez-Sala, J.J., Lopez-Espin, J.J., Aparicio, J. (2021) "Heuristic and Backtracking algorithms for improving the performance of Efficiency Analysis Trees", IEEE Access, 9:17421–17428, 9334981

By salonso, 4 years14 July, 2021 ago

Publications

Esteve, M. , Aparicio, J. , Rabasa, A. , Rodriguez-Sala, J.J., (2020) "Efficiency analysis trees: A new methodology for estimating production frontiers through decision trees", Expert Systems with Applications, 162 : 113783

By salonso, 5 years16 October, 2020 ago

Projects

Optimización y evaluación de recursos: avances metodológicos, computacionales y aplicaciones

PROJECT
Principal researchers:

Juan Aparicio Baeza

Javier Alcaraz Soria

Entidad financiadora: Ministerio de Ciencia e Innovación
Inicio: 2020
Duration: 3 years

CIO Members

Antón Sánchez, Laura
Monge Ivars, Juan Francisco
Ortiz Henarejos, Lidia
Rabasa Dolado, Alejandro
Ramón Escolano, Nuria
Rodríguez Sala, Jesús Javier

By salonso, 6 years4 February, 2020 ago

Publications

Esteve, M., Miró, F., Rabasa, A., (2018) "Classification of tweets with a mixed method based on pragmatic content and meta-information", International Jorunal of Design & Nature and Ecodynamics, 13 (1) : 60-70

By salonso, 7 years22 November, 2018 ago

Publications

Miró-Llinares, F., Moneva, A., Esteve, M. (2018) "Hate is in the air! But where? Introducing an algorithm to detect hate speech in digital microenvironments", Crime Science, 7 (1):15

By salonso, 8 years4 March, 2018 ago

Publications

Aparicio, J., Esteve, M., & Jin, Q. (2024). Machine Learning Techniques and Efficiency Evaluation: A Survey of Methodological Contributions. Analytical Decision Making and Data Envelopment Analysis: Advances and Challenges, 201-234.

Scientific articles

Miriam Esteve, Juan Aparicio, Jesus J. Rodriguez-Sala, & Joe Zhu (2023). Random Forests and the measurement of super-efficiency in the context of Free Disposal Hull. European Journal of Operational Research, 304, 729-744.

Doctorado

Efficiency Analysis Trees (EAT)

Publications

Aparicio, J., Esteve, M, Rodríguez, J.J., Zofío., J.L. (2021) "The Estimation of Productive Efficiency Through Machine Learning Techniques: Efficiency Analysis Trees", in Joe Zhu, Vincent Charles (Eds.), Data-Enabled Analytics DEA for Big Data, Springer, 51-92

Publications

Esteve, M., Mollá-Campello, N., Rodríguez-Sala, J.J., Rabasa, A. (2021) "The Effects of Abrupt Changing Data in CART Inference Models", World Conference on Information Systems and Technologies, WorldCIST 2021, Advances in Intelligent Systems and Computing, 1366 AISC, 214–223

Publications

Esteve, M., Rodriguez-Sala, J.J., Lopez-Espin, J.J., Aparicio, J. (2021) "Heuristic and Backtracking algorithms for improving the performance of Efficiency Analysis Trees", IEEE Access, 9:17421–17428, 9334981

Publications

Esteve, M. , Aparicio, J. , Rabasa, A. , Rodriguez-Sala, J.J., (2020) "Efficiency analysis trees: A new methodology for estimating production frontiers through decision trees", Expert Systems with Applications, 162 : 113783

Projects

Optimización y evaluación de recursos: avances metodológicos, computacionales y aplicaciones

Publications

Esteve, M., Miró, F., Rabasa, A., (2018) "Classification of tweets with a mixed method based on pragmatic content and meta-information", International Jorunal of Design & Nature and Ecodynamics, 13 (1) : 60-70

Publications

Miró-Llinares, F., Moneva, A., Esteve, M. (2018) "Hate is in the air! But where? Introducing an algorithm to detect hate speech in digital microenvironments", Crime Science, 7 (1):15