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 […]
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 […]
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 […]
Miembros-Propios
Guillén García, María Dolores
María Dolores Guillén García
Investigadora propia
Situación profesional: Profesora Ayudante Doctora
Área de conocimiento: Estadística e Investigación Operativa
Miguel Hernández University
Teléfono: –
Publications
Doctoral Thesis
Publications
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Doctoral Thesis
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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, […]
Projects
Optimización y evaluación de recursos: avances metodológicos, computacionales y aplicaciones
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