Juan Aparicio

Orcid: 0000-0002-0867-0004

According to our database1, Juan Aparicio authored at least 74 papers between 2005 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
Measuring environmental inefficiency through machine learning: An approach based on efficiency analysis trees and by-production technology.
Eur. J. Oper. Res., 2025

2024
The standard reverse approach for decomposing economic inefficiency.
J. Oper. Res. Soc., April, 2024

Evaluating different methods for ranking inputs in the context of the performance assessment of decision making units: A machine learning approach.
Comput. Oper. Res., March, 2024

Estimating production functions through additive models based on regression splines.
Eur. J. Oper. Res., January, 2024

Improving the predictive accuracy of production frontier models for efficiency measurement using machine learning: The LSB-MAFS method.
Comput. Oper. Res., 2024

2023
boostingDEA: A boosting approach to Data Envelopment Analysis in R.
SoftwareX, December, 2023

How to peel a data envelopment analysis frontier: A cross-validation-based approach.
J. Oper. Res. Soc., December, 2023

Measuring dynamic inefficiency through machine learning techniques.
Expert Syst. Appl., October, 2023

Measuring technical efficiency for multi-input multi-output production processes through OneClass Support Vector Machines: a finite-sample study.
Oper. Res., September, 2023

Decomposing Economic Efficiency into Technical and Allocative Components: An Essential Property.
J. Optim. Theory Appl., April, 2023

Gradient tree boosting and the estimation of production frontiers.
Expert Syst. Appl., 2023

Random Forests and the measurement of super-efficiency in the context of Free Disposal Hull.
Eur. J. Oper. Res., 2023

Enhancing the measurement of firm inefficiency accounting for corporate social responsibility: A dynamic data envelopment analysis fuzzy approach.
Eur. J. Oper. Res., 2023

2022
eat: An R Package for fitting Efficiency Analysis Trees.
R J., December, 2022

The performance of regional governments under the results-based budgeting framework: A two-stage sectoral analysis.
RAIRO Oper. Res., 2022

A hyper-matheuristic approach for solving mixed integer linear optimization models in the context of data envelopment analysis.
PeerJ Comput. Sci., 2022

Comparing the evolution of productivity and performance gaps in education systems through DEA: an application to Latin American countries.
Oper. Res., 2022

Determining closest targets on the extended facet production possibility set in data envelopment analysis: Modeling and computational aspects.
Eur. J. Oper. Res., 2022

The generalized range adjusted measure in data envelopment analysis: Properties, computational aspects and duality.
Eur. J. Oper. Res., 2022

Multi-output Support Vector Frontiers.
Comput. Oper. Res., 2022

2021
Modelling environmental inefficiency under a quota system.
Oper. Res., 2021

Special Issue Data Science for Better Productivity.
J. Oper. Res. Soc., 2021

Comparing group performance over time through the Luenberger productivity indicator: An application to school ownership in European countries.
Eur. J. Oper. Res., 2021

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., 2021

Russell Graph efficiency measures in Data Envelopment Analysis: The multiplicative approach.
Eur. J. Oper. Res., 2021

Heuristic and Backtracking Algorithms for Improving the Performance of Efficiency Analysis Trees.
IEEE Access, 2021

2020
Estimating and decomposing overall inefficiency by determining the least distance to the strongly efficient frontier in data envelopment analysis.
Oper. Res., 2020

A Well-Defined Composite Indicator: An Application to Corporate Social Responsibility.
J. Optim. Theory Appl., 2020

Efficiency analysis trees: A new methodology for estimating production frontiers through decision trees.
Expert Syst. Appl., 2020

Defining a new graph inefficiency measure for the proportional directional distance function and introducing a new Malmquist productivity index.
Eur. J. Oper. Res., 2020

Introducing cross-productivity: A new approach for ranking productive units over time in Data Envelopment Analysis.
Comput. Ind. Eng., 2020

A linear ordering problem of sets.
Ann. Oper. Res., 2020

Industrial Robot Grasping with Deep Learning using a Programmable Logic Controller (PLC).
Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020

2019
The curse of dimensionality of decision-making units: A simple approach to increase the discriminatory power of data envelopment analysis.
Eur. J. Oper. Res., 2019

Accounting for slacks to measure dynamic inefficiency in data envelopment analysis.
Eur. J. Oper. Res., 2019

Luenberger-type indicators based on the weighted additive distance function.
Ann. Oper. Res., 2019

2018
A note on measuring group performance over time with pseudo-panels.
Eur. J. Oper. Res., 2018

Bounded directional distance function models.
Central Eur. J. Oper. Res., 2018

A Parallel Application of Matheuristics in Data Envelopment Analysis.
Proceedings of the Distributed Computing and Artificial Intelligence, 2018

2017
Production under a quota system: an extension of the weighted additive model to assess technical efficiency.
INFOR Inf. Syst. Oper. Res., 2017

Can Farrell's allocative efficiency be generalized by the directional distance function approach?
Eur. J. Oper. Res., 2017

Measuring and decomposing profit inefficiency through the Slacks-Based Measure.
Eur. J. Oper. Res., 2017

Comparing school ownership performance using a pseudo-panel database: A Malmquist-type index approach.
Eur. J. Oper. Res., 2017

A parameterized scheme of metaheuristics with exact methods for determining the Principle of Least Action in Data Envelopment Analysis.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016
The weighted additive distance function.
Eur. J. Oper. Res., 2016

2015
How to properly decompose economic efficiency using technical and allocative criteria with non-homothetic DEA technologies.
Eur. J. Oper. Res., 2015

Using Genetic Algorithms for Maximizing Technical Efficiency in Data Envelopment Analysis.
Proceedings of the International Conference on Computational Science, 2015

2014
Decomposing technical inefficiency using the principle of least action.
Eur. J. Oper. Res., 2014

Combining Power and Communication Network Simulation for Cost-Effective Smart Grid Analysis.
IEEE Commun. Surv. Tutorials, 2014

Benchmarking in Data Envelopment Analysis: An Approach Based on Genetic Algorithms and Parallel Programming.
Adv. Oper. Res., 2014

Exploiting road traffic data for Very short term load forecasting in Smart Grids.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2014

Benchmarking and Data Envelopment Analysis. An Approach based on Metaheuristics.
Proceedings of the International Conference on Computational Science, 2014

2013
Hacia un tratamiento computacional del Aktionsart.
Linguamática, 2013

On the inconsistency of the Malmquist-Luenberger index.
Eur. J. Oper. Res., 2013

An overall measure of technical inefficiency at the firm and at the industry level: The 'lost profit on outlay'.
Eur. J. Oper. Res., 2013

Accounting for slacks to measure and decompose revenue efficiency in the Spanish Designation of Origin wines with DEA.
Eur. J. Oper. Res., 2013

A well-defined efficiency measure for dealing with closest targets in DEA.
Appl. Math. Comput., 2013

ParkZoom: A parking spot identification system.
Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems, 2013

Application of Genetic Algorithms to Determine Closest Targets in Data Envelopment Analysis.
Proceedings of the Distributed Computing and Artificial Intelligence, 2013

2012
Directional Distance Functions and Rate-of-Return Regulation.
Adv. Decis. Sci., 2012

Ranking Auctions: a Cooperative Approach.
IGTR, 2012

IPASS: Intelligent pavement signaling System.
Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems, 2012

Intersection Information Services: A Flexible and Extensible Connected Vehicle Framework.
Proceedings of the 2012 International Conference on Connected Vehicles and Expo, 2012

2011
A General Input Distance Function Based on Opportunity Costs.
Adv. Decis. Sci., 2011

Decomposing profit inefficiency in DEA through the weighted additive model.
Eur. J. Oper. Res., 2011

Assessing communications technology options for smart grid applications.
Proceedings of the IEEE Second International Conference on Smart Grid Communications, 2011

2010
The relevance of DEA benchmarking information and the Least-Distance Measure: Comment.
Math. Comput. Model., 2010

Using a Self Organizing Map Neural Network for Short-Term Load Forecasting, Analysis of Different Input Data Patterns.
Proceedings of the Distributed Computing and Artificial Intelligence, 2010

2008
Design and implementation of a decision support system for competitive electricity markets.
Decis. Support Syst., 2008

Depreciation games.
Ann. Oper. Res., 2008

Strategic bidding in continuous electricity auctions: an application to the Spanish electricity market.
Ann. Oper. Res., 2008

AnCora-Verb: A Lexical Resource for the Semantic Annotation of Corpora.
Proceedings of the International Conference on Language Resources and Evaluation, 2008

2006
Fundamentos teóricos y metodológicos para el etiquetado semántico de CESS-CAT y CESS-ESP.
Proces. del Leng. Natural, 2006

2005
3LB-LEX: léxico verbal con frames sintáctico-semánticos.
Proces. del Leng. Natural, 2005


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