Guillen – CIO

Scientific articles

Maria D. Guillen, Juan Aparicio, & Victor J. España (2023). boostingDEA: A boosting approach to Data Envelopment Analysis in R. SoftwareX, 24, 101549.

María D. Guillén (Center of Operations Research, Miguel Hernandez University of Elche), Juan Aparicio (Center of Operations Research, Miguel Hernandez University of Elche) and Víctor J. España (Center of Operations Research, Miguel Hernandez University of Elche)
Abstract:
boostingDEA is a new package for R that includes functions to estimate production frontiers and make ideal output predictions in […]

By anabel.perez, 7 months10 October, 2023 ago

Scientific articles

Maria D. Guillen, Juan Aparicio, & Miriam Esteve (2023). Gradient tree boosting and the estimation of production frontiers. Expert Systems with Applications, 214, 119134.

María D. Guillén (Center of Operations Research. Miguel Hernandez University of Elche), Juan Aparicio (Center of Operations Research. Miguel Hernandez University of Elche) and Miriam Esteve (Center of Operations Research. Miguel Hernandez University of Elche)
Abstract:
In production theory and engineering, a topic of interest is the determination of technical efficiency of firms from the estimation of […]

By anabel.perez, 1 year15 March, 2023 ago

Scientific articles

Maria D. Guillen, Juan Aparicio, & Miriam Esteve (2023). Performance Evaluation of Decision-Making Units Through Boosting Methods in the Context of Free Disposal Hull: Some Exact and Heuristic Algorithms. International Journal of Information Technology & Decision Making, 1-30.

María D. Guillén (Center of Operations Research, Miguel Hernandez University of Elche), Juan Aparicio (Center of Operations Research, Miguel Hernandez University of Elche; Valencian Graduate School and Research Network of Artificial Intelligence (valgrAI) and Miriam Esteve (Center of Operations Research, Miguel Hernandez University of Elche)
Abstract:
This paper aims to show how to calculate different efficiency measures […]

By anabel.perez, 1 year31 January, 2023 ago

Miembros-Formación

Guillén García, María Dolores

María Dolores Guillén García

Investigadora propia

Situación profesional: Investigadora Predoctoral CIACIF 2021/345
Título de tesis: Una nueva metodología en gradient boosting para el estimación de fronteras de mejores prácticas
Área de […]

By salonso, 2 years4 March, 2022 ago

Projects

Ciencia de datos y objetivos de desarrollo sostenible (DATOS)

Ciencia de datos y objetivos de desarrollo sostenible (DATOS)
PROJECT
Principal researchers:

Domingo Morales González

María Josefa Cánovas Cánovas

Entidad financiadora: Conselleria d’innovació, universitat, ciencia i societat digital
Inicio: 2021
Duración: 4 años

CIO Members

Alcaraz Soria, Javier
Amigó, José María
Aparicio Baeza, Juan
Ferrando Pérez, Juan Carlos
Giménez Pastor, Ángel
Gutiérrez Hita, Carlos
Landete Ruiz, Mercedes
López Espín, José Juan
Meca Martínez, Ana

Monge Ivars, Juan Francisco
Parra López, Juan
Peñalver Benavent, Antonio
Ruiz Gómez, […]

By salonso, 3 years8 October, 2021 ago