Juan Aparicio

85 papers B 2Misc 5Journal 71Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Enhancing the Benefit of the Doubt model through 'Ensemble-DEA': achieving the Sustainable Development Goals.
Expert Syst. Appl.
Juan Aparicio, Magdalena Kapelko, Juan F. Monge, José Luis Zofío
2026 J jnl
The game of agents in transportation problems.
Ann. Oper. Res.
Juan Aparicio, Juan Carlos Gonçalves-Dosantos, Joaquín Sánchez-Soriano
2026 J jnl
The measurement and decomposition of productivity change with environmental variables: a conditional nonparametric frontier analysis approach.
Ann. Oper. Res.
Juan Aparicio, José Manuel Cordero-Ferrera, Cristina Polo
2026 J jnl
The standard total factor productivity index and its decomposition.
Eur. J. Oper. Res.
Juan Aparicio, Daniel Santín
2025 J jnl
An adaptation of Random Forest to estimate convex non-parametric production technologies: an empirical illustration of efficiency measurement in education.
Int. Trans. Oper. Res.
Victor J. España, Juan Aparicio, Xavier Barber
2025 J jnl
Estimating non-overfitted convex production technologies: A stochastic machine learning approach.
Eur. J. Oper. Res.
Maria D. Guillen, Vincent Charles, Juan Aparicio
2025 J jnl
Estimating production technologies using multi-output adaptive constrained enveloping splines.
Comput. Oper. Res.
Victor J. España, Juan Aparicio, Xavier Barber
2025 J jnl
Global scale efficiency in data envelopment analysis.
Int. Trans. Oper. Res.
Juan Aparicio, Daniel Santín
2025 — conf
Machine Learning-Enhanced Production Frontier Estimation: An EATBoosting Variant.
AI (1)
Juan Aparicio, Vincent Charles, Maria D. Guillen
2025 J jnl
Measuring environmental inefficiency through machine learning: An approach based on efficiency analysis trees and by-production technology.
Eur. J. Oper. Res.
Maria D. Guillen, Juan Aparicio, Magdalena Kapelko, Miriam Esteve
2025 J jnl
Performance Evaluation of Decision-Making Units Through Boosting Methods in the Context of Free Disposal Hull: Some Exact and Heuristic Algorithms.
Int. J. Inf. Technol. Decis. Mak.
Maria D. Guillen, Juan Aparicio, Miriam Esteve
2024 J jnl
Estimating production functions through additive models based on regression splines.
Eur. J. Oper. Res.
Victor J. España, Juan Aparicio, Xavier Barber, Miriam Esteve
2024 J jnl
Evaluating different methods for ranking inputs in the context of the performance assessment of decision making units: A machine learning approach.
Comput. Oper. Res.
Daniel Valero-Carreras, Raul Moragues, Juan Aparicio, Nadia M. Guerrero
2024 J jnl
Improving the predictive accuracy of production frontier models for efficiency measurement using machine learning: The LSB-MAFS method.
Comput. Oper. Res.
Maria D. Guillen, Juan Aparicio, José Luis Zofío, Victor J. España
2024 J jnl
The standard reverse approach for decomposing economic inefficiency.
J. Oper. Res. Soc.
Jesús T. Pastor, José Luis Zofío, Juan Aparicio, Fernando Borrás
2023 J jnl
Decomposing Economic Efficiency into Technical and Allocative Components: An Essential Property.
J. Optim. Theory Appl.
Juan Aparicio, José Luis Zofío, Jesús T. Pastor
2023 J jnl
Enhancing the measurement of firm inefficiency accounting for corporate social responsibility: A dynamic data envelopment analysis fuzzy approach.
Eur. J. Oper. Res.
Juan Aparicio, Magdalena Kapelko, Lidia Ortiz
2023 J jnl
Gradient tree boosting and the estimation of production frontiers.
Expert Syst. Appl.
Maria D. Guillen, Juan Aparicio, Miriam Esteve
2023 J jnl
How to peel a data envelopment analysis frontier: A cross-validation-based approach.
J. Oper. Res. Soc.
Juan Aparicio, Miriam Esteve
2023 J jnl
Measuring dynamic inefficiency through machine learning techniques.
Expert Syst. Appl.
Juan Aparicio, Miriam Esteve, Magdalena Kapelko
2023 J jnl
Measuring technical efficiency for multi-input multi-output production processes through OneClass Support Vector Machines: a finite-sample study.
Oper. Res.
Raul Moragues, Juan Aparicio, Miriam Esteve
2023 J jnl
Random Forests and the measurement of super-efficiency in the context of Free Disposal Hull.
Eur. J. Oper. Res.
Miriam Esteve, Juan Aparicio, Jesús Javier Rodríguez-Sala, Joe Zhu
2023 J jnl
boostingDEA: A boosting approach to Data Envelopment Analysis in R.
SoftwareX
Maria D. Guillen, Juan Aparicio, Victor J. España
2022 J jnl
A hyper-matheuristic approach for solving mixed integer linear optimization models in the context of data envelopment analysis.
PeerJ Comput. Sci.
Martín González, Jose-Juan López-Espín, Juan Aparicio, El-Ghazali Talbi
2022 J jnl
Comparing the evolution of productivity and performance gaps in education systems through DEA: an application to Latin American countries.
Oper. Res.
Juan Aparicio, Sergio Perelman, Daniel Santín
2022 J jnl
Determining closest targets on the extended facet production possibility set in data envelopment analysis: Modeling and computational aspects.
Eur. J. Oper. Res.
Qingyuan Zhu, Juan Aparicio, Feng Li, Jie Wu, Gang Kou
2022 J jnl
Multi-output Support Vector Frontiers.
Comput. Oper. Res.
Daniel Valero-Carreras, Juan Aparicio, Nadia M. Guerrero
2022 J jnl
The generalized range adjusted measure in data envelopment analysis: Properties, computational aspects and duality.
Eur. J. Oper. Res.
Juan Aparicio, Juan F. Monge
2022 J jnl
The performance of regional governments under the results-based budgeting framework: A two-stage sectoral analysis.
RAIRO Oper. Res.
Vincent Charles, Juan Diaz, Juan Aparicio
2022 J jnl
eat: An R Package for fitting Efficiency Analysis Trees.
R J.
Miriam Esteve, Victor España, Juan Aparicio, Xavier Barber
2021 J jnl
A new measure of technical efficiency in data envelopment analysis based on the maximization of hypervolumes: Benchmarking, properties and computational aspects.
Eur. J. Oper. Res.
Juan Aparicio, Juan F. Monge, Nuria Ramón
2021 J jnl
Comparing group performance over time through the Luenberger productivity indicator: An application to school ownership in European countries.
Eur. J. Oper. Res.
Juan Aparicio, Lidia Ortiz, Daniel Santín
2021 J jnl
Heuristic and Backtracking Algorithms for Improving the Performance of Efficiency Analysis Trees.
IEEE Access
Miriam Esteve, Jesús Javier Rodríguez-Sala, Jose-Juan López-Espín, Juan Aparicio
2021 J jnl
Modelling environmental inefficiency under a quota system.
Oper. Res.
Juan Aparicio, Magdalena Kapelko, Lidia Ortiz
2021 J jnl
Russell Graph efficiency measures in Data Envelopment Analysis: The multiplicative approach.
Eur. J. Oper. Res.
Javier Alcaraz, Laura Anton-Sanchez, Juan Aparicio, Juan F. Monge, Nuria Ramón
2021 J jnl
Special Issue Data Science for Better Productivity.
J. Oper. Res. Soc.
Vincent Charles, Juan Aparicio, Joe Zhu
2020 J jnl
A Well-Defined Composite Indicator: An Application to Corporate Social Responsibility.
J. Optim. Theory Appl.
Juan Aparicio, Magdalena Kapelko, Juan F. Monge
2020 J jnl
A linear ordering problem of sets.
Ann. Oper. Res.
Juan Aparicio, Mercedes Landete, Juan F. Monge
2020 J jnl
Defining a new graph inefficiency measure for the proportional directional distance function and introducing a new Malmquist productivity index.
Eur. J. Oper. Res.
Jesús T. Pastor, C. A. Knox Lovell, Juan Aparicio
2020 J jnl
Efficiency analysis trees: A new methodology for estimating production frontiers through decision trees.
Expert Syst. Appl.
Miriam Esteve, Juan Aparicio, Alejandro Rabasa, Jesús Javier Rodríguez-Sala
2020 J jnl
Estimating and decomposing overall inefficiency by determining the least distance to the strongly efficient frontier in data envelopment analysis.
Oper. Res.
Juan Aparicio, Jesús T. Pastor, José L. Sainz-Pardo, Fernando Vidal
2020 — conf
Industrial Robot Grasping with Deep Learning using a Programmable Logic Controller (PLC).
CASE
Eugen Solowjow, Ines Ugalde, Yash Shahapurkar, Juan Aparicio, Jeffrey Mahler, Vishal Satish, Ken Goldberg, Heiko Claussen
2020 J jnl
Industrial Robot Grasping with Deep Learning using a Programmable Logic Controller (PLC).
CoRR
Eugen Solowjow, Ines Ugalde, Yash Shahapurkar, Juan Aparicio, Jeffrey Mahler, Vishal Satish, Ken Goldberg, Heiko Claussen
2020 J jnl
Introducing cross-productivity: A new approach for ranking productive units over time in Data Envelopment Analysis.
Comput. Ind. Eng.
Juan Aparicio, Lidia Ortiz, Jesús T. Pastor, Jon Mikel Zabala-Iturriagagoitia
2019 J jnl
Accounting for slacks to measure dynamic inefficiency in data envelopment analysis.
Eur. J. Oper. Res.
Juan Aparicio, Magdalena Kapelko
2019 J jnl
Luenberger-type indicators based on the weighted additive distance function.
Ann. Oper. Res.
Juan Aparicio, Fernando Borrás, Lidia Ortiz, Jesús T. Pastor, Fernando Vidal
2019 J jnl
The curse of dimensionality of decision-making units: A simple approach to increase the discriminatory power of data envelopment analysis.
Eur. J. Oper. Res.
Vincent Charles, Juan Aparicio, Joe Zhu
2018 Misc conf
A Parallel Application of Matheuristics in Data Envelopment Analysis.
DCAI
Martín González, Jose-Juan López-Espín, Juan Aparicio, Domingo Giménez
2018 J jnl
A note on measuring group performance over time with pseudo-panels.
Eur. J. Oper. Res.
Juan Aparicio, Daniel Santín
2018 J jnl
Bounded directional distance function models.
Central Eur. J. Oper. Res.
Jesús T. Pastor, Juan Aparicio, Javier Alcaraz, Fernando Vidal, Diego Pastor
2017 B conf
A parameterized scheme of metaheuristics with exact methods for determining the Principle of Least Action in Data Envelopment Analysis.
CEC
Martín González, Jose-Juan López-Espín, Juan Aparicio, Domingo Giménez, El-Ghazali Talbi
2017 J jnl
Can Farrell's allocative efficiency be generalized by the directional distance function approach?
Eur. J. Oper. Res.
Juan Aparicio, Jesús T. Pastor, José Luis Zofío
2017 J jnl
Comparing school ownership performance using a pseudo-panel database: A Malmquist-type index approach.
Eur. J. Oper. Res.
Juan Aparicio, Eva Crespo-Cebada, Francisco Pedraja-Chaparro, Daniel Santín
2017 J jnl
Measuring and decomposing profit inefficiency through the Slacks-Based Measure.
Eur. J. Oper. Res.
Juan Aparicio, Lidia Ortiz, Jesús T. Pastor
2017 J jnl
Production under a quota system: an extension of the weighted additive model to assess technical efficiency.
INFOR Inf. Syst. Oper. Res.
Juan Aparicio, Magdalena Kapelko, Lidia Ortiz, Jesús T. Pastor
2016 J jnl
The weighted additive distance function.
Eur. J. Oper. Res.
Juan Aparicio, Jesús T. Pastor, Fernando Vidal
2015 J jnl
How to properly decompose economic efficiency using technical and allocative criteria with non-homothetic DEA technologies.
Eur. J. Oper. Res.
Juan Aparicio, Jesús T. Pastor, José Luis Zofío
2015 Misc conf
Using Genetic Algorithms for Maximizing Technical Efficiency in Data Envelopment Analysis.
ICCS
Martín González, José-Juan López-Espín, Juan Aparicio, Domingo Giménez, Jesús T. Pastor
2014 Misc conf
Benchmarking and Data Envelopment Analysis. An Approach based on Metaheuristics.
ICCS
Jose-Juan López-Espín, Juan Aparicio, Domingo Giménez, Jesús T. Pastor
2014 J jnl
Benchmarking in Data Envelopment Analysis: An Approach Based on Genetic Algorithms and Parallel Programming.
Adv. Oper. Res.
Juan Aparicio, Jose-Juan López-Espín, Raul Martinez-Moreno, Jesús T. Pastor
2014 J jnl
Combining Power and Communication Network Simulation for Cost-Effective Smart Grid Analysis.
IEEE Commun. Surv. Tutorials
Kevin Mets, Juan Aparicio, Chris Develder
2014 J jnl
Decomposing technical inefficiency using the principle of least action.
Eur. J. Oper. Res.
Juan Aparicio, Bernhard Mahlberg, Jesús T. Pastor, Biresh K. Sahoo
2014 — conf
Exploiting road traffic data for Very short term load forecasting in Smart Grids.
ISGT
Juan Aparicio, Justinian Rosca, Markus Mediger, Alexander Essl, Klaus Arzig, Chris Develder
2013 J jnl
A well-defined efficiency measure for dealing with closest targets in DEA.
Appl. Math. Comput.
Juan Aparicio, Jesús T. Pastor
2013 J jnl
Accounting for slacks to measure and decompose revenue efficiency in the Spanish Designation of Origin wines with DEA.
Eur. J. Oper. Res.
Juan Aparicio, Fernando Borrás, Jesús T. Pastor, Fernando Vidal
2013 J jnl
An overall measure of technical inefficiency at the firm and at the industry level: The 'lost profit on outlay'.
Eur. J. Oper. Res.
Juan Aparicio, Jesús T. Pastor, Subhash C. Ray
2013 Misc conf
Application of Genetic Algorithms to Determine Closest Targets in Data Envelopment Analysis.
DCAI
Raul Martinez-Moreno, Jose-Juan López-Espín, Juan Aparicio, Jesús T. Pastor
2013 J jnl
Hacia un tratamiento computacional del Aktionsart.
Linguamática
Juan Aparicio, Irene Castellón, Marta Coll-Florit
2013 J jnl
On the inconsistency of the Malmquist-Luenberger index.
Eur. J. Oper. Res.
Juan Aparicio, Jesús T. Pastor, José Luis Zofío
2013 — conf
ParkZoom: A parking spot identification system.
ITSC
Abdulla Alasaadi, Juan Aparicio, Nazif Tas, Justinian Rosca, Tamer Nadeem
2012 J jnl
Directional Distance Functions and Rate-of-Return Regulation.
Adv. Decis. Sci.
Juan Aparicio, Jesús T. Pastor
2012 — conf
IPASS: Intelligent pavement signaling System.
ITSC
Heiko Claussen, Juan Aparicio, Justinian P. Rosca, Nazif C. Tas
2012 — conf
Intersection Information Services: A Flexible and Extensible Connected Vehicle Framework.
ICCVE
Juan Aparicio, Nazif C. Tas, Justinian Rosca, David Miller, Benjamin Collar
2012 J jnl
Ranking Auctions: a Cooperative Approach.
IGTR
Juan Aparicio, Natividad Llorca, Joaquín Sánchez-Soriano, Manuel A. Pulido, Julia Sancho
2011 J jnl
A General Input Distance Function Based on Opportunity Costs.
Adv. Decis. Sci.
Juan Aparicio, Jesús T. Pastor
2011 — conf
Assessing communications technology options for smart grid applications.
SmartGridComm
Amar H. Patel, Juan Aparicio, Nazif Tas, Michael Loiacono, Justinian Rosca
2011 J jnl
Decomposing profit inefficiency in DEA through the weighted additive model.
Eur. J. Oper. Res.
William W. Cooper, Jesús T. Pastor, Juan Aparicio, Fernando Borrás
2010 J jnl
The relevance of DEA benchmarking information and the Least-Distance Measure: Comment.
Math. Comput. Model.
Jesús T. Pastor, Juan Aparicio
2010 Misc conf
Using a Self Organizing Map Neural Network for Short-Term Load Forecasting, Analysis of Different Input Data Patterns.
DCAI
Carolina Senabre, Sergio Valero, Juan Aparicio
2008 B conf
AnCora-Verb: A Lexical Resource for the Semantic Annotation of Corpora.
LREC
Juan Aparicio, Mariona Taulé, Maria Antònia Martí
2008 J jnl
Depreciation games.
Ann. Oper. Res.
Juan Aparicio, Joaquín Sánchez-Soriano
2008 J jnl
Design and implementation of a decision support system for competitive electricity markets.
Decis. Support Syst.
Julia Sancho, Joaquín Sánchez-Soriano, Juan Antonio Chazarra, Juan Aparicio
2008 J jnl
Strategic bidding in continuous electricity auctions: an application to the Spanish electricity market.
Ann. Oper. Res.
Juan Aparicio, Juan Carlos Ferrando, Ana Meca, Julia Sancho
2006 J jnl
Fundamentos teóricos y metodológicos para el etiquetado semántico de CESS-CAT y CESS-ESP.
Proces. del Leng. Natural
Mariona Taulé, Joan Castellví, Maria Antònia Martí, Juan Aparicio
2005 J jnl
3LB-LEX: léxico verbal con frames sintáctico-semánticos.
Proces. del Leng. Natural
Montserrat Civit Torruella, Izaskun Aldezabal, Eli Pociello, Mariona Taulé, Juan Aparicio, Lluís Màrquez i Villodre, Borja Navarro, Joan Castellví, Maria Antònia Martí