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J

Juan Aparicio

universidad miguel hernandez de elche

35H-index
232Paper Count
3.6KCitation Count
Published Papers 79
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
Concordance Between Clinical Practice Recommendations Generated by Generative Artificial Intelligence and the Vía RICA 2026 Enhanced Recovery Guideline: A Proof-of-Concept Study Using a Closed Evidence Corpus
errMachine Learning and Knowledge Extraction
IF6
err2026-08-26
err0
errOAAI
errAndrea Moral; Antonio Arroyo; Juan Aparicio; Xavier Barber
errShare
errSave
Utility Effectiveness, Composite Indicators and ‘Benefit of the Doubt’ Models: How Important Are Preferences When Evaluating the Performance of Innovation Systems?
errSocio-Economic Planning Sciences
IF5.4
err2026-06-11
err0
errOAAI
errJosé Luis Zofío; Juan Aparicio; Javier Barbero; Jon Mikel Zabala-Iturriagagoitia
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errSave
Probability-based efficiency analysis through machine learning
errMachine Learning with Applications
IF4.9
err2026-05-01
err1
PREAI
errGonzalez-Moyano, Ricardo; Aparicio, Juan; Zofio, Jose L.; Espana, Victor J.
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errSave
Using global and local measures to decompose the Malmquist productivity index assuming a variable returns-to-scale technology
errEconomic Modelling
IF4.7
err2026-04-01
err0
errOAAI
errAparicio, Juan; Santin, Daniel
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errSave
The measurement and decomposition of productivity change with environmental variables: a conditional nonparametric frontier analysis approach
errAnnals of Operations Research
IF4.5
err2026-03-13
err0
errOAAI
errJuan Aparicio; Jose M. Cordero; Cristina Polo
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errSave
Spatio-Temporal Modeling of SST for the Assessment of Climate Risk over Aquaculture in the Coast of the Valencian Region
errJournal of Marine Science and Engineering
IF2.8
err2026-02-27
err0
errOAAI
errLaura Aixalà-Perelló; Irene Lopez-Mengual; Javier Atalah; Juan Aparicio; David Ballester; David Conesa; Aitor Forcada; Jonatan Gonzalez-Monsalvo; Antonio López-Quílez; Pablo Sanchez-Jerez; Xavier Barber
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errSave
Interpreting Profit-Related inefficiencies as Euclidean distances in the context of directional distance functions and data envelopment analysis
errJournal of Productivity Analysis
IF1.8
err2025-11-07
err0
errOAAI
errAparicio, Juan; Pastor, Jesus T.; Zofio, Jose L.
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errSave
An Innovative Approach to Efficiency Measurement: Combining Convexified Efficiency Analysis Trees and Data Envelopment Analysis to Benchmark U.S. Museums
errSocio-Economic Planning Sciences
IF5.4
err2025-08-13
err0
errOAAI
errJuan Aparicio; José L. Zofío; Doug Noonan; Dylan Thompson; Joanna Woronkowicz
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errSave
Estimating production technologies using multi-output adaptive constrained enveloping splines
errComputers & Operations Research
IF4.3
err2025-08-06
err0
errOAAI
errVictor J. España; Juan Aparicio; Xavier Barber
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errSave
The Standard Total Factor Productivity Index and its decomposition
errEuropean Journal of Operational Research
IF6
err2025-08-06
err0
errOAAI
errJuan Aparicio; Daniel Santín
errShare
errSave
Enhancing the Benefit of the Doubt model through ‘Ensemble-DEA’: achieving the Sustainable Development Goals
errExpert Systems with Applications
IF7.5
err2025-07-12
err0
errOAAI
errJuan Aparicio; Magdalena Kapelko; Juan F. Monge; José L. Zofío
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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
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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
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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.
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errSave
The game of agents in transportation problems
errANNALS OF OPERATIONS RESEARCH
IF4.5
err2024-10-14
err0
PREAI
errAparicio, Juan; Goncalves-Dosantos, Juan Carlos; Sanchez-Soriano, Joaquin
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errSave
An adaptation of Random Forest to estimate convex non-parametric production technologies: an empirical illustration of efficiency measurement in education
errINTERNATIONAL TRANSACTIONS IN OPERATIONAL RESEARCH
IF2.9
err2024-10-01
err1
PREAI
errEspana, Victor J.; Aparicio, Juan; Barber, Xavier
errShare
errSave
Support Vector Frontiers with kernel splines
errOMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE
IF7.2
err2024-10-01
err1
errOAAI
errGuerrero, Nadia M.; Moragues, Raul; Aparicio, Juan; Valero-Carreras, Daniel
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errSave
The flexible reverse approach for decomposing economic inefficiency: With an application to Taiwanese banks
errECONOMIC MODELLING
IF4.7
err2024-10-01
err0
errOAAI
errPastor, Jesus T.; Zofio, Jose L.; Aparicio, Juan; Alcaraz, Javier
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errSave
Benchmarking in data envelopment analysis: balanced efforts to achieve realistic targets
errANNALS OF OPERATIONS RESEARCH
IF4.5
err2024-09-09
err1
errOAAI
errGuevel, Hernan P.; Ramon, Nuria; Aparicio, Juan
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Research Directions

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Co-authors
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