APARICIO BAEZA, JUAN

Person (Active)

Positions

Catedrático/a de Universidad, Estadística, Matemáticas e Informática 2020 -
PDI INVESTIGADOR, Instituto Centro de Investigación Operativa 2004 -
MIEMBRO, Análisis de eficiencia y productividad 2007 -
Profesor/a Titular Universidad, Estadística, Matemáticas e Informática 2017 - 2020
Profesor/a Contratado/a Doctor/a, Estadística, Matemáticas e Informática 2011 - 2017
SUBDIRECTOR/A DE INSTITUTO, Instituto Centro de Investigación Operativa 2016 - 2017
Profesor/a Colaborador/a, Estadística, Matemáticas e Informática 2008 - 2010
Ayudante, Estadística, Matemáticas e Informática 2005 - 2008
Profesor Colaborador Interino, Estadística, Matemáticas e Informática 2004 - 2005
Profesor Colaborador Interino, Estadística, Matemáticas e Informática 2003 - 2004
GRUPO 2: BECAS A TITULADOS DE GRADO MEDIO Y SUPERIOR, Instituto Centro de Investigación Operativa 2002 - 2003
GRUPO 2: BECAS A TITULADOS DE GRADO MEDIO Y SUPERIOR, Psicología de la Salud 2001

Publications
Research
Teaching
Service
Contact
Otro
Ver todos

supported publications or other works

selected publications

academic article
- Benchmarking performance through efficiency analysis trees: Improvement strategies for colombian higher education institutions. SOCIO-ECONOMIC PLANNING SCIENCES. 1-15. 2024
- Estimating production functions through additive models based on regression splines. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH. 684-699. 2024
- Global and local technical changes: A new decomposition of the malmquist productivity index using virtual units. ECONOMIC MODELLING. 1-9. 2024
- Global scale efficiency in data envelopment analysis. INTERNATIONAL TRANSACTIONS IN OPERATIONAL RESEARCH. 1-23. 2024
- Improving the predictive accuracy of production frontier models for efficiency measurement using machine learning: The LSB-MAFS method. COMPUTERS & OPERATIONS RESEARCH. 1-19. 2024
- Support Vector Frontiers with kernel splines. OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE. 1-15. 2024
- The defence economy: an assessment of productivity change in NATO countries. APPLIED ECONOMICS. 2158-2175. 2024
- The flexible reverse approach for decomposing economic inefficiency: With an application to Taiwanese banks. ECONOMIC MODELLING. 1-13. 2024
- The standard reverse approach for decomposing economic inefficiency. JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY. 647-659. 2024
- A boosting approach to Data Envelopment Analysis in R.. SOFTWAREX. 1-8. 2023
- A general direct approach for decomposing profit inefficiency. OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE. 1-9. 2023
- Decomposing Economic Efficiency into Technical and Allocative Components: An Essential Property. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS. 98-129. 2023
- Decomposing profit change: Konüs, Bennet and Luenberger indicators. SOCIO-ECONOMIC PLANNING SCIENCES. 1-19. 2023
- Enhancing the measurement of firm inefficiency accounting for corporate social responsibility: A dynamic data envelopment analysis fuzzy approach. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH. 986-997. 2023
- How to peel a data envelopment analysis frontier: A cross-validation-based approach. JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY. 2558-2572. 2023
- Measuring dynamic inefficiency through machine learning techniques. EXPERT SYSTEMS WITH APPLICATIONS. 1-14. 2023
- Measuring technical efficiency for multi-input multi-output production processes through OneClass Support Vector Machines: a finite-sample study. OPERATIONAL RESEARCH. 2023
- Performance Evaluation of Decision-Making Units Through Boosting Methods in the Context of Free Disposal Hull: Some Exact and Heuristic Algorithms. INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING. 1-30. 2023
- THE PERFORMANCE OF REGIONAL GOVERNMENTS UNDER THE RESULTS-BASED BUDGETING FRAMEWORK: A TWO-STAGE SECTORAL ANALYSIS. RAIRO-OPERATIONS RESEARCH. 501-528. 2023
- The influence of bottlenecks on innovation systems performance: Put the slowest climber first. TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE. 1-15. 2023
- A hyper-matheuristic approach for solving mixed integer linear optimization models in the context of data envelopment analysis. PEERJ COMPUTER SCIENCE. 2022
- Combining Data Envelopment Analysis and Machine Learning. MATHEMATICS. 1-22. 2022
- Comparing the evolution of productivity and performance gaps in education systems through DEA: an application to Latin American countries. OPERATIONAL RESEARCH. 1443-1477. 2022
- Determining closest targets on the extended facet production possibility set in data envelopment analysis: Modeling and computational aspects. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH. 927-939. 2022
- Multi-output Support Vector Frontiers. COMPUTERS & OPERATIONS RESEARCH. 1-17. 2022
- Plausible values and their use in efficiency analyses with educational data. APPLIED ECONOMICS. 3340-3352. 2022
- The generalized range adjusted measure in data envelopment analysis: Properties, computational aspects and duality. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH. 621-632. 2022
- Weight profiles in cross-efficiency evaluation based on hypervolume maximization. SOCIO-ECONOMIC PLANNING SCIENCES. 1-11. 2022
- eat: An R Package for fitting Efficiency Analysis Trees. R JOURNAL. 248-280. 2022
- A new measure of technical efficiency in data envelopment analysis based on the maximization of hypervolumes: Benchmarking, properties and computational aspects. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH. 263-275. 2021
- Comparing group performance over time through the Luenberger productivity indicator: An application to school ownership in European countries. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH. 651-672. 2021
- Economic cross-efficiency. OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE. 1-16. 2021
- Efficiency Analysis with Educational Data: How to Deal with Plausible Values from International Large-Scale Assessments. MATHEMATICS. 1-16. 2021
- Efficiency evaluation of NATO member nations from a defense economics perspective. BOLETIN DE ESTADISTICA E INVESTIGACION OPERATIVA. 183-207. 2021
- Heuristic and Backtracking Algorithms for Improving the Performance of Efficiency Analysis Trees. IEEE ACCESS. 17421-17428. 2021
- Learning to win on the PGA tour. APPLIED ECONOMICS. 6104-6119. 2021
- Modelling environmental inefficiency under a quota system. OPERATIONAL RESEARCH. 1097-1124. 2021
- Special Issue Data Science for Better Productivity. JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY. 971-974. 2021
- Support vector frontiers: A new approach for estimating production functions through support vector machines. OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE. 1-19. 2021
- The European tomato market. An approach by export competitiveness maps. PLOS ONE. 1-27. 2021
- The productivity of national innovation systems in Europe: Catching up or falling behind?. TECHNOVATION. 1-14. 2021
- A Parallel Algorithm for Matheuristics: A Comparison of Optimization Solvers. ELECTRONICS. 2020
- A Well-Defined Composite Indicator: An Application to Corporate Social Responsibility. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS. 299-323. 2020
- A linear ordering problem of sets. ANNALS OF OPERATIONS RESEARCH. 45-64. 2020
- Defining a new graph inefficiency measure for the proportional directional distance function and introducing a new Malmquist productivity index. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH. 222-230. 2020
- Efciency and productivity change of regional tax ofces in Spain: an empirical study using Malmquist¿Luenberger and Luenberger indices. EMPIRICAL ECONOMICS. 1403-1434. 2020
- Efficiency analysis trees: A new methodology for estimating production frontiers through decision tr. EXPERT SYSTEMS WITH APPLICATIONS. 113783-113800. 2020
- Introducing cross-productivity: A new approach for ranking productive units over time in Data Envelopment Analysis. COMPUTERS & INDUSTRIAL ENGINEERING. 106456-106471. 2020
- The measurement of environmental economic inefficiency with pollution-generating technologies. RESOURCE AND ENERGY ECONOMICS. 101185-101210. 2020
- Accounting for slacks to measure dynamic inefficiency in data envelopment analysis. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH. 463-471. 2019
- Enhancing the Measurement of Composite Indicators of Corporate Social Performance. SOCIAL INDICATORS RESEARCH. 807-826. 2019
- Luenberger-type indicators based on the weighted additive distance function. ANNALS OF OPERATIONS RESEARCH. 195-213. 2019
- Measuring efficiency in education: The influence of imprecision and variability in data on DEA estimates. SOCIO-ECONOMIC PLANNING SCIENCES. 1-12. 2019
- The curse of dimensionality of decision-making units: A simple approach to increase the discriminatory power of data envelopment analysis. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH. 929-940. 2019
- The measurement of revenue inefficiency over time: An additive perspective. OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE. 167-180. 2019
- A note on measuring group performance over time with pseudo-panels. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH. 227-235. 2018
- Are charter value and supervision aligned? A segmentation analysis. JOURNAL OF FINANCIAL STABILITY. 60-73. 2018
- Bounded directional distance function models. CENTRAL EUROPEAN JOURNAL OF OPERATIONS RESEARCH. 985-1004. 2018
- Design and implementation of a shiny interactive web application by rstudio for estimating Data Envelopment Analysis efficiency measures. BOLETIN DE ESTADISTICA E INVESTIGACION OPERATIVA. 1-25. 2018
- Economic crisis and public education. A productivity analysis using a Hicks-Moorsteen index. ECONOMIC MODELLING. 34-44. 2018
- Perception of the application of Environmental Management Systems at golf courses in Spain.. ENVIRONMENTAL ENGINEERING AND MANAGEMENT JOURNAL. 53-62. 2018
- Using closest targets and DEA to assess school efficiency in a cross-country perspective: An empirical comparison of OECD countries. OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE. 9-20. 2018
- Using non-radial DEA to assess school efficiency in a cross-country perspective: An empirical analysis of OECD countries. OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE. 9-20. 2018
- A survey on measuring efficiency through the determination of the least distance in data envelopment analysis. JOURNAL OF CENTRUM CATEDRA. 143-167. 2017
- Analysis of Spain's competitiveness in the European tomato market: An application of the Constant Market Share method. SPANISH JOURNAL OF AGRICULTURAL RESEARCH. 1-14. 2017
- Can Farrell's allocative efficiency be generalized by the directional distance function approach?. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH. 345-351. 2017
- Comparing school ownership performance using a pseudo-panel database: A Malmquist-type index approach. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH. 533-542. 2017
- Estimating and decomposing overall inefficiency by determining the least distance to the strongly efficient frontier in Data Envelopment Analysis. OPERATIONAL RESEARCH. 1-10. 2017
- Evaluating Productive Performance: A New Approach Based on the Product-Mix Problem Consistent with Data Envelopment Analysis. OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE. 134-144. 2017
- Graph productivity change measure using the least distance to the pareto-efficient frontier in data envelopment analysis. OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE. 1-14. 2017
- Measuring and decomposing profit inefficiency through the Slacks-Based Measure. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH. 650-654. 2017
- Measuring input-specific productivity change based on the principle of least action. JOURNAL OF PRODUCTIVITY ANALYSIS. 17-31. 2017
- Production under a quota system: An extension of the weighted additive model to assess technical efficiency. INFOR. 227-242. 2017
- Productivity change of Portuguese municipalities after local reforms. APPLIED ECONOMICS LETTERS. 878-881. 2017
- Revisiting the decomposition of cost efficiency for non-homothetic technologies: a directional distance function approach. JOURNAL OF PRODUCTIVITY ANALYSIS. 133-146. 2017
- Testing the consistency and feasibility of the standard Malmquist- Luenberger index: Environmental productivity in world air emissions. JOURNAL OF ENVIRONMENTAL MANAGEMENT. 148-160. 2017
- The determination of the least distance to the strongly efficient frontier in Data Envelopment Analysis oriented models: Modelling and computational aspects. OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE. 1-10. 2017
- Changes in productivity in the virgin olive oil sector: An application to Protected Designations of Origin in Spain. SPANISH JOURNAL OF AGRICULTURAL RESEARCH. 1-12. 2016
- The directional distance function and the translation invariance property. OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE. 1-3. 2016
- The weighted additive distance function. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH. 338-346. 2016
- An enhanced BAM for unbounded or partially bounded CRS additive models. OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE. 16-24. 2015
- How to properly decompose economic efficiency using technical and allocative criteria with non-homothetic DEA technologies. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH. 882-891. 2015
- Measuring and Decomposing Firm's Revenue and Cost Efficiency: The Russell Measures Revisited. INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS. 19-28. 2015
- BENCHMARKING IN DATA ENVELOPMENT ANALYSIS: AN APPROACH BASED ON GENETIC ALGORITHMS AND PARALLEL PROGRAMMING. ADVANCES IN OPERATIONS RESEARCH. 1-9. 2014
- Closest targets and strong monotonicity on the strongly efficient frontier in DEA. OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE. 51-57. 2014
- Decomposing technical inefficiency using the principle of least action. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH. 776-785. 2014
- Las Denominaciones de Origen de aceite de oliva virgen en Espan¿a. Un ana¿lisis de su eficiencia te¿cnica. ITEA-INFORMACION TECNICA ECONOMICA AGRARIA. 208-222. 2014
- On how to properly calculate the Euclidean distance-based measure in DEA. OPTIMIZATION. 421-432. 2014
- A well-defined efficiency measure for dealing with closest targets in DEA. APPLIED MATHEMATICS AND COMPUTATION. 9142-9154. 2013
- Accounting for Slacks to Measure and Decompose Revenue Efficiency in the Spanish Designation of Origin Wines with DEA. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH. 443-451. 2013
- An overall measure of technical inefficiency at the firm and at the industry level: The 'lost profit on outlay'. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH. 154-162. 2013
- Introduction to the special issue. JOURNAL OF PRODUCTIVITY ANALYSIS. 251-255. 2013
- On the inconsistency of the Malmquist-Luenberger index. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH. 738-742. 2013
- Pupilometría por infrarrojos. Descripción y fundaments de la técnica y su aplicación en la monitorización no invasiva del paciente neurocrítico. NEUROLOGIA. 41-51. 2013
- The directional profit efficiency measure: on why profit inefficiency is either technical or allocative. JOURNAL OF PRODUCTIVITY ANALYSIS. 257-266. 2013
- APPLICATION OF SOM NEURAL NETWORKS TO SHORT-TERM LOAD FORECASTING: THE SPANISH ELECTRICITY MARKET CASE STUDY. ELECTRIC POWER SYSTEMS RESEARCH. 18-27. 2012
- Benefit fucntion and individual preferences. A generalization of the Zero-Maximum principle. ECONOMICS AND BUSINESS LETTERS. 12-20. 2012
- Comparison of Electric Load Forecasting between Using SOM and MLP Neural Network. JOURNAL OF ENERGY AND POWER ENGINEERING. 411-417. 2012
- Directional Distance Functions and Rate-of-Return Regulation. ADVANCES IN DECISION. 1-11. 2012
- Families of linear efficiency programs based on Debreu¿s loss function. JOURNAL OF PRODUCTIVITY ANALYSIS. 109-120. 2012
- Modeling CRS bounded additive DEA models and characterizing their Pareto-efficient points. JOURNAL OF PRODUCTIVITY ANALYSIS. 2012
- New Centralized Resource Allocation DEA Models under Constant Returns to Scale. BEIO, BOLETÍN DE ESTADÍSTICA E INVESTIGACIÓN OPERATIVA. 110-130. 2012
- RANKING AUCTIONS: A COOPERATIVE APPROACH. GAME THEORY REVIEW . 1-19. 2012
- A GENERAL INPUT DISTANCE FUNCTION BASED ON OPPORTUNITY COST. ADVANCES IN DECISION. 1-11. 2011
- BAM: a bounded adjusted measure of efficiency for use with bounded additive models . JOURNAL OF PRODUCTIVITY ANALYSIS. 85-94. 2011
- Decomposing profit inefficiency in DEA through the weighted additive model. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH. 411-416. 2011
- Distance functions and efficiency measurement. INDIAN ECONOMIC REVIEW. 193-231. 2011
- A note on 'A directional slacks-based measure of technical inefficiency'. SOCIO-ECONOMIC PLANNING SCIENCES. 174-175. 2010
- The relevance of DEA benchmarking information and the Least-Distance measure: Comment. MATHEMATICAL AND COMPUTER MODELLING. 397-399. 2010
- Comparación del abordaje sublabial transesfenoidal microquirúrgico frente al abordaje endonasal transesfenoidal endoscópico. Estudio prospectivo de 50 pacientes. NEUROLOGIA. 335-345. 2009
- Prospective comparative study on 50 patients between microsurgical sublabial transphenoidal approach and endoscopic endonasal transphenoidal approach. CHILDS NERVOUS SYSTEM. 746-746. 2009
- A new pricing scheme based on DEA for iterative multi-unit combinatorial auctions. TOP. 319-344. 2008
- Depreciation Games. ANNALS OF OPERATIONS RESEARCH. 205-218. 2008
- Design and implementation of a decision support systems for competitive electricity markets. DECISION SUPPORT SYSTEMS. 765-784. 2008
- Strategic bidding in continuous electricity auctions: an application to the Spanish electricity market: an application to the Spanish electricity market. ANNALS OF OPERATIONS RESEARCH. 229-241. 2008
- Closest targets and minimum distance to the Pareto-efficient frontier in DEA. JOURNAL OF PRODUCTIVITY ANALYSIS. 209-218. 2007
- Una introducción al análisis envolvente de datos. BOLETIN DE LA SOCIEDAD DE ESTADISTICA E INVESTIGACION OPERATIVA. 12-17. 2007
book
- Benchmarking Economic Efficiency: Technical and Allocative Fundamentals. SPRINGER. 2022
- TICs para la docencia y el aprendizaje. EDITORIAL ELECTRONICA DE LA UMH. 2019
- APUNTES DE TEORÍA DE COLAS: Simulación y Análisis de Sistemas de Espera. UNIVERSIDAD MIGUEL HERNÁNDEZ. 2007
- MODELOS ESTADÍSTICOS PARA PÉRDIDAS Y RECLAMACIONES. UNIVERSIDAD MIGUEL HERNÁNDEZ. 2007
chapter
- Machine Learning Techniques and Efficiency Evaluation: A Survey of Methodological Contributions. Analytical Decision Making and Data Envelopment Analysis: Advances and Challenges. 201-234. 2024
- Merging Data Envelopment Analysis and Structural Risk Minimization: Some Examples of Use of Multi-output Machine Learning Techniques on Real-World Data. Analytical Decision Making and Data Envelopment Analysis: Advances and Challenges. 1-32. 2024
- The Estimation of Productive Efficiency Through Machine Learning Techniques: Efficiency Analysis Trees. Data-Enabled Analytics: DEA for Big Data. 51-92. 2021
- Introduction. Advances in Efficiency and Productivity II. 1-10. 2020
- New Definitions of Economic Cross-efficiency. Advances in Efficiency and Productivity II. 11-32. 2020
- On the Estimation of Educational Technical Efficiency from Sample Designs: A New Methodology UsingRobust Nonparametric Models . Advances in Efficiency and Productivity II. 87-106. 2020
- Preface. Data Science and Productivity Analytics. 5-8. 2020
- Robust DEA Efficiency Scores: A Heuristic for the Combinatorial/Probabilistic Approach. Advances in Efficiency and Productivity II. 125-142. 2020
- Testing Positive Endogeneity in Inputs in Data Envelopment Analysis. Advances in Efficiency and Productivity II. 53-66. 2020
- A Parameterized Scheme of Metaheuristics to Solve NP-Hard Problems in Data Envelopment Analysis. ADVANCES IN EFFICIENCY AND PRODUCTIVITY. 195-224. 2016
- Editors' Introduction. ADVANCES IN EFFICIENCY AND PRODUCTIVITY. 3-11. 2016
- Loss Distance Functions and Profit Function: General Duality Results. ADVANCES IN EFFICIENCY AND PRODUCTIVITY. 71-96. 2016
- The Reverse Directional Distance Function. ADVANCES IN EFFICIENCY AND PRODUCTIVITY. 15-57. 2016
- Multiplicative and Additive Distance Functions: Efficiency Measures and Duality. Benchmarking for Performance Evaluation: A Production Frontier Approach. 251-281. 2015
- Translation Invariance in Data Envelopment Analysis. Data Envelopment Analysis: a Handbook of Models and Methods. 245-268. 2015
- Benchmarking in Healthcare: An Approach Based on Closest Targets. Managing Service Productivity. 67-91. 2014
- Entornos Personales de Aprendizaje en la Docencia de Estadística. Experiencias Docentes en Estadística. 7-22. 2014
- Cooperative Logistics Games. Game Theory. 129-154. 2010
- Design and Implementation of a DecisionSupport System for Analysing Ranking AuctionMarkets for Internet Search Services. Decision Support Systems. 261-280. 2010
congress communication
thesis
- DEA: SELECCION DE TARGETS Y MEDIDAS DE PRODUCTIVIDAD 2007

presentations

invited conference
- invitadaCómo medir eficiencia técnica mediante métodos de aprendizaje automático basados en árboles de regresión, Conferencia 2024
- A New Malmquist Index Based on a Standard Technology for Measuring Total Factor Productivity Changes, Conferencia 2023
- Efficiency analysis trees: a bridge between FDH and machine learning, Conferencia 2020

VIVO

APARICIO BAEZA, JUAN

Positions

Publications

supported publications or other works

selected publications

academic article

book

chapter

congress communication

thesis

presentations

invited conference

Research

principal investigator on

investigator on

Teaching

teaching activities

Service

organizer of event

Contact

full name

Otro

Included in