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M

María D. Guillen

universidad miguel hernandez de elche

5H-index
15Paper Count
95Citation Count
Published Papers 6
Publication Date
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Estimating confidence intervals for efficiency scores via random forest
errOmega-International Journal of Management Science
IF7.2
err2026-09-01
err1
PREAI
errAparicio, Juan; Charles, Vincent; Guillen, Maria D.
errShare
errSave
Enhanced efficiency assessment in manufacturing: Leveraging machine learning for improved performance analysis
errOMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE
IF7.2
err2025-07-01
err1
errOAAI
errGuillen, Maria D.
errShare
errSave
Estimating non-overfitted convex production technologies: A stochastic machine learning approach
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2025-05-01
err0
errOAAI
errGuillen, Maria D.; Charles, Vincent; Aparicio, Juan
errShare
errSave
Measuring environmental inefficiency through machine learning: An approach based on efficiency analysis trees and by-production technology
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2025-03-01
err0
errOAAI
errGuillen, Maria D.; Aparicio, Juan; Kapelko, Magdalena; Esteve, Miriam
errShare
errSave
Improving the predictive accuracy of production frontier models for efficiency measurement using machine learning: The LSB-MAFS method
errCOMPUTERS & OPERATIONS RESEARCH
IF4.3
err2024-11-01
err0
errOAAI
errGuillen, Maria D.; Aparicio, Juan; Zofio, Jose L.; Espana, Victor J.
errShare
errSave
Gradient tree boosting and the estimation of production frontiers
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2023-03-01
err21
errOAAI
errGuillen, Maria D.; Aparicio, Juan; Esteve, Miriam
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
J
Juan Aparicio
H-index: 35 · Papers: 232
V
Vincent Charles
H-index: 32 · Papers: 223
J
José L. Zofío
H-index: 26 · Papers: 135
M
Magdalena Kapelko
H-index: 21 · Papers: 82
M
Miriam Esteve
H-index: 10 · Papers: 40
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