Juan Aparicio

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 45

Top Topics

Efficient Frontier

Data Envelopment Analysis

Top Venues

Eur. J. Oper. Res.

Comput. Oper. Res.

J. Oper. Res. Soc.

Publications

Maria D. Guillen, Juan Aparicio, José Luis Zofío, Victor J. España
Improving the predictive accuracy of production frontier models for efficiency measurement using machine learning: The LSB-MAFS method. Comput. Oper. Res. 171 (2024)
Victor J. España, Juan Aparicio, Xavier Barber, Miriam Esteve
Estimating production functions through additive models based on regression splines. Eur. J. Oper. Res. 312 (2) (2024)
Jesús T. Pastor, José Luis Zofío, Juan Aparicio, Fernando Borrás
The standard reverse approach for decomposing economic inefficiency. J. Oper. Res. Soc. 75 (4) (2024)
Daniel Valero-Carreras, Raul Moragues, Juan Aparicio, Nadia M. Guerrero
Evaluating different methods for ranking inputs in the context of the performance assessment of decision making units: A machine learning approach. Comput. Oper. Res. 163 (2024)
Maria D. Guillen, Juan Aparicio, Victor J. España
boostingDEA: A boosting approach to Data Envelopment Analysis in R. SoftwareX 24 (2023)
Juan Aparicio, Magdalena Kapelko, Lidia Ortiz
Enhancing the measurement of firm inefficiency accounting for corporate social responsibility: A dynamic data envelopment analysis fuzzy approach. Eur. J. Oper. Res. 306 (2) (2023)
Miriam Esteve, Juan Aparicio, Jesús Javier Rodríguez-Sala, Joe Zhu
Random Forests and the measurement of super-efficiency in the context of Free Disposal Hull. Eur. J. Oper. Res. 304 (2) (2023)
Raul Moragues, Juan Aparicio, Miriam Esteve
Measuring technical efficiency for multi-input multi-output production processes through OneClass Support Vector Machines: a finite-sample study. Oper. Res. 23 (3) (2023)
Juan Aparicio, Miriam Esteve, Magdalena Kapelko
Measuring dynamic inefficiency through machine learning techniques. Expert Syst. Appl. 228 (2023)
Juan Aparicio, Miriam Esteve
How to peel a data envelopment analysis frontier: A cross-validation-based approach. J. Oper. Res. Soc. 74 (12) (2023)
Maria D. Guillen, Juan Aparicio, Miriam Esteve
Gradient tree boosting and the estimation of production frontiers. Expert Syst. Appl. 214 (2023)
Juan Aparicio, José Luis Zofío, Jesús T. Pastor
Decomposing Economic Efficiency into Technical and Allocative Components: An Essential Property. J. Optim. Theory Appl. 197 (1) (2023)
Miriam Esteve, Victor España, Juan Aparicio, Xavier Barber
eat: An R Package for fitting Efficiency Analysis Trees. R J. 14 (3) (2022)
Qingyuan Zhu, Juan Aparicio, Feng Li, Jie Wu, Gang Kou
Determining closest targets on the extended facet production possibility set in data envelopment analysis: Modeling and computational aspects. Eur. J. Oper. Res. 296 (3) (2022)
Daniel Valero-Carreras, Juan Aparicio, Nadia M. Guerrero
Multi-output Support Vector Frontiers. Comput. Oper. Res. 143 (2022)
Martín González, Jose-Juan López-Espín, Juan Aparicio, El-Ghazali Talbi
A hyper-matheuristic approach for solving mixed integer linear optimization models in the context of data envelopment analysis. PeerJ Comput. Sci. 8 (2022)
Juan Aparicio, Sergio Perelman, Daniel Santín
Comparing the evolution of productivity and performance gaps in education systems through DEA: an application to Latin American countries. Oper. Res. 22 (2) (2022)
Juan Aparicio, Juan F. Monge
The generalized range adjusted measure in data envelopment analysis: Properties, computational aspects and duality. Eur. J. Oper. Res. 302 (2) (2022)
Vincent Charles, Juan Diaz, Juan Aparicio
The performance of regional governments under the results-based budgeting framework: A two-stage sectoral analysis. RAIRO Oper. Res. 56 (2) (2022)
Juan Aparicio, Juan F. Monge, Nuria Ramón
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. 293 (1) (2021)
Vincent Charles, Juan Aparicio, Joe Zhu
Special Issue Data Science for Better Productivity. J. Oper. Res. Soc. 72 (5) (2021)
Miriam Esteve, Jesús Javier Rodríguez-Sala, Jose-Juan López-Espín, Juan Aparicio
Heuristic and Backtracking Algorithms for Improving the Performance of Efficiency Analysis Trees. IEEE Access 9 (2021)
Javier Alcaraz, Laura Anton-Sanchez, Juan Aparicio, Juan F. Monge, Nuria Ramón
Russell Graph efficiency measures in Data Envelopment Analysis: The multiplicative approach. Eur. J. Oper. Res. 292 (2) (2021)
Juan Aparicio, Lidia Ortiz, Daniel Santín
Comparing group performance over time through the Luenberger productivity indicator: An application to school ownership in European countries. Eur. J. Oper. Res. 294 (2) (2021)
Juan Aparicio, Magdalena Kapelko, Lidia Ortiz
Modelling environmental inefficiency under a quota system. Oper. Res. 21 (2) (2021)
Eugen Solowjow, Ines Ugalde, Yash Shahapurkar, Juan Aparicio, Jeffrey Mahler, Vishal Satish, Ken Goldberg, Heiko Claussen
Industrial Robot Grasping with Deep Learning using a Programmable Logic Controller (PLC). CASE (2020)
Eugen Solowjow, Ines Ugalde, Yash Shahapurkar, Juan Aparicio, Jeffrey Mahler, Vishal Satish, Ken Goldberg, Heiko Claussen
Industrial Robot Grasping with Deep Learning using a Programmable Logic Controller (PLC). CoRR (2020)
Jesús T. Pastor, C. A. Knox Lovell, Juan Aparicio
Defining a new graph inefficiency measure for the proportional directional distance function and introducing a new Malmquist productivity index. Eur. J. Oper. Res. 281 (1) (2020)
Miriam Esteve, Juan Aparicio, Alejandro Rabasa, Jesús Javier Rodríguez-Sala
Efficiency analysis trees: A new methodology for estimating production frontiers through decision trees. Expert Syst. Appl. 162 (2020)
Juan Aparicio, Jesús T. Pastor, José L. Sainz-Pardo, Fernando Vidal
Estimating and decomposing overall inefficiency by determining the least distance to the strongly efficient frontier in data envelopment analysis. Oper. Res. 20 (2) (2020)
Juan Aparicio, Mercedes Landete, Juan F. Monge
A linear ordering problem of sets. Ann. Oper. Res. 288 (1) (2020)
Juan Aparicio, Lidia Ortiz, Jesús T. Pastor, Jon Mikel Zabala-Iturriagagoitia
Introducing cross-productivity: A new approach for ranking productive units over time in Data Envelopment Analysis. Comput. Ind. Eng. 144 (2020)
Juan Aparicio, Magdalena Kapelko, Juan F. Monge
A Well-Defined Composite Indicator: An Application to Corporate Social Responsibility. J. Optim. Theory Appl. 186 (1) (2020)
Juan Aparicio, Magdalena Kapelko
Accounting for slacks to measure dynamic inefficiency in data envelopment analysis. Eur. J. Oper. Res. 278 (2) (2019)
Vincent Charles, Juan Aparicio, Joe Zhu
The curse of dimensionality of decision-making units: A simple approach to increase the discriminatory power of data envelopment analysis. Eur. J. Oper. Res. 279 (3) (2019)
Juan Aparicio, Fernando Borrás, Lidia Ortiz, Jesús T. Pastor, Fernando Vidal
Luenberger-type indicators based on the weighted additive distance function. Ann. Oper. Res. 278 (1-2) (2019)
Martín González, Jose-Juan López-Espín, Juan Aparicio, Domingo Giménez
A Parallel Application of Matheuristics in Data Envelopment Analysis. DCAI (2018)
Juan Aparicio, Daniel Santín
A note on measuring group performance over time with pseudo-panels. Eur. J. Oper. Res. 267 (1) (2018)
Jesús T. Pastor, Juan Aparicio, Javier Alcaraz, Fernando Vidal, Diego Pastor
Bounded directional distance function models. Central Eur. J. Oper. Res. 26 (4) (2018)
Juan Aparicio, Magdalena Kapelko, Lidia Ortiz, Jesús T. Pastor
Production under a quota system: an extension of the weighted additive model to assess technical efficiency. INFOR Inf. Syst. Oper. Res. 55 (3) (2017)
Martín González, Jose-Juan López-Espín, Juan Aparicio, Domingo Giménez, El-Ghazali Talbi
A parameterized scheme of metaheuristics with exact methods for determining the Principle of Least Action in Data Envelopment Analysis. CEC (2017)
Juan Aparicio, Lidia Ortiz, Jesús T. Pastor
Measuring and decomposing profit inefficiency through the Slacks-Based Measure. Eur. J. Oper. Res. 260 (2) (2017)
Juan Aparicio, Eva Crespo-Cebada, Francisco Pedraja-Chaparro, Daniel Santín
Comparing school ownership performance using a pseudo-panel database: A Malmquist-type index approach. Eur. J. Oper. Res. 256 (2) (2017)
Juan Aparicio, Jesús T. Pastor, José Luis Zofío
Can Farrell's allocative efficiency be generalized by the directional distance function approach? Eur. J. Oper. Res. 257 (1) (2017)
Juan Aparicio, Jesús T. Pastor, Fernando Vidal
The weighted additive distance function. Eur. J. Oper. Res. 254 (1) (2016)
Juan Aparicio, Jesús T. Pastor, José Luis Zofío
How to properly decompose economic efficiency using technical and allocative criteria with non-homothetic DEA technologies. Eur. J. Oper. Res. 240 (3) (2015)
Martín González, José-Juan López-Espín, Juan Aparicio, Domingo Giménez, Jesús T. Pastor
Using Genetic Algorithms for Maximizing Technical Efficiency in Data Envelopment Analysis. ICCS (2015)
Jose-Juan López-Espín, Juan Aparicio, Domingo Giménez, Jesús T. Pastor
Benchmarking and Data Envelopment Analysis. An Approach based on Metaheuristics. ICCS (2014)
Kevin Mets, Juan Aparicio, Chris Develder
Combining Power and Communication Network Simulation for Cost-Effective Smart Grid Analysis. IEEE Commun. Surv. Tutorials 16 (3) (2014)
Juan Aparicio, Justinian Rosca, Markus Mediger, Alexander Essl, Klaus Arzig, Chris Develder
Exploiting road traffic data for Very short term load forecasting in Smart Grids. ISGT (2014)
Juan Aparicio, Bernhard Mahlberg, Jesús T. Pastor, Biresh K. Sahoo
Decomposing technical inefficiency using the principle of least action. Eur. J. Oper. Res. 239 (3) (2014)
Juan Aparicio, Jose-Juan López-Espín, Raul Martinez-Moreno, Jesús T. Pastor
Benchmarking in Data Envelopment Analysis: An Approach Based on Genetic Algorithms and Parallel Programming. Adv. Oper. Res. 2014 (2014)
Raul Martinez-Moreno, Jose-Juan López-Espín, Juan Aparicio, Jesús T. Pastor
Application of Genetic Algorithms to Determine Closest Targets in Data Envelopment Analysis. DCAI (2013)
Juan Aparicio, Fernando Borrás, Jesús T. Pastor, Fernando Vidal
Accounting for slacks to measure and decompose revenue efficiency in the Spanish Designation of Origin wines with DEA. Eur. J. Oper. Res. 231 (2) (2013)
Juan Aparicio, Irene Castellón, Marta Coll-Florit
Hacia un tratamiento computacional del Aktionsart. Linguamática 5 (2) (2013)
Juan Aparicio, Jesús T. Pastor, Subhash C. Ray
An overall measure of technical inefficiency at the firm and at the industry level: The 'lost profit on outlay'. Eur. J. Oper. Res. 226 (1) (2013)
Abdulla Alasaadi, Juan Aparicio, Nazif Tas, Justinian Rosca, Tamer Nadeem
ParkZoom: A parking spot identification system. ITSC (2013)
Juan Aparicio, Jesús T. Pastor, José Luis Zofío
On the inconsistency of the Malmquist-Luenberger index. Eur. J. Oper. Res. 229 (3) (2013)
Juan Aparicio, Jesús T. Pastor
A well-defined efficiency measure for dealing with closest targets in DEA. Appl. Math. Comput. 219 (17) (2013)
Juan Aparicio, Jesús T. Pastor
Directional Distance Functions and Rate-of-Return Regulation. Adv. Decis. Sci. 2012 (2012)
Heiko Claussen, Juan Aparicio, Justinian P. Rosca, Nazif C. Tas
IPASS: Intelligent pavement signaling System. ITSC (2012)
Juan Aparicio, Nazif C. Tas, Justinian Rosca, David Miller, Benjamin Collar
Intersection Information Services: A Flexible and Extensible Connected Vehicle Framework. ICCVE (2012)
Juan Aparicio, Natividad Llorca, Joaquín Sánchez-Soriano, Manuel A. Pulido, Julia Sancho
Ranking Auctions: a Cooperative Approach. IGTR 14 (1) (2012)
Juan Aparicio, Jesús T. Pastor
A General Input Distance Function Based on Opportunity Costs. Adv. Decis. Sci. 2011 (2011)
William W. Cooper, Jesús T. Pastor, Juan Aparicio, Fernando Borrás
Decomposing profit inefficiency in DEA through the weighted additive model. Eur. J. Oper. Res. 212 (2) (2011)
Amar H. Patel, Juan Aparicio, Nazif Tas, Michael Loiacono, Justinian Rosca
Assessing communications technology options for smart grid applications. SmartGridComm (2011)
Carolina Senabre, Sergio Valero, Juan Aparicio
Using a Self Organizing Map Neural Network for Short-Term Load Forecasting, Analysis of Different Input Data Patterns. DCAI (2010)
Jesús T. Pastor, Juan Aparicio
The relevance of DEA benchmarking information and the Least-Distance Measure: Comment. Math. Comput. Model. 52 (1-2) (2010)
Juan Aparicio, Joaquín Sánchez-Soriano
Depreciation games. Ann. Oper. Res. 158 (1) (2008)
Julia Sancho, Joaquín Sánchez-Soriano, Juan Antonio Chazarra, Juan Aparicio
Design and implementation of a decision support system for competitive electricity markets. Decis. Support Syst. 44 (4) (2008)
Juan Aparicio, Mariona Taulé, Maria Antònia Martí
AnCora-Verb: A Lexical Resource for the Semantic Annotation of Corpora. LREC (2008)
Juan Aparicio, Juan Carlos Ferrando, Ana Meca, Julia Sancho
Strategic bidding in continuous electricity auctions: an application to the Spanish electricity market. Ann. Oper. Res. 158 (1) (2008)
Mariona Taulé, Joan Castellví, Maria Antònia Martí, Juan Aparicio
Fundamentos teóricos y metodológicos para el etiquetado semántico de CESS-CAT y CESS-ESP. Proces. del Leng. Natural 37 (2006)
Montserrat Civit Torruella, Izaskun Aldezabal, Eli Pociello, Mariona Taulé, Juan Aparicio, Lluís Màrquez i Villodre, Borja Navarro, Joan Castellví, Maria Antònia Martí
3LB-LEX: léxico verbal con frames sintáctico-semánticos. Proces. del Leng. Natural 35 (2005)