Research Report
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2020
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2021
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2022
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2023
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academic article
- Ranking the Importance of Variables in a Nonparametric Frontier Analysis Using Unsupervised Machine Learning Techniques
- A boosting approach to Data Envelopment Analysis in R.
- A general direct approach for decomposing profit inefficiency
- An unsupervised learning-based generalization of Data Envelopment Analysis
- Decomposing Economic Efficiency into Technical and Allocative Components: An Essential Property
- Decomposing profit change: Konüs, Bennet and Luenberger indicators
- Enhancing the measurement of firm inefficiency accounting for corporate social responsibility: A dynamic data envelopment analysis fuzzy approach
- Gradient tree boosting and the estimation of production frontiers
- How to peel a data envelopment analysis frontier: A cross-validation-based approach
- Measuring dynamic inefficiency through machine learning techniques
- Measuring technical efficiency for multi-input multi-output production processes through OneClass Support Vector Machines: a finite-sample study
- PEER EVALUATION THROUGH CROSS-EFFICIENCY BASED ON REFERENCE SETS
- Performance Evaluation of Decision-Making Units Through Boosting Methods in the Context of Free Disposal Hull: Some Exact and Heuristic Algorithms
- Random Forests and the measurement of super-efficiency in the context of Free Disposal Hull
- SETTING CLOSER TARGETS BASED ON NON-DOMINATED CONVEX COMBINATIONS OF PARETO-EFFICIENT UNITS: A BI-LEVEL LINEAR PROGRAMMING APPROACH IN DATA ENVELOPMENT ANALYSIS
- THE PERFORMANCE OF REGIONAL GOVERNMENTS UNDER THE RESULTS-BASED BUDGETING FRAMEWORK: A TWO-STAGE SECTORAL ANALYSIS
- The influence of bottlenecks on innovation systems performance: Put the slowest climber first
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congress communication
- A Machine Learning-based approach to estimate efficient frontiers: Efficiency Analysis Trees
- A Machine Learning-based approach to estimate efficient frontiers: an empirical application with PISA data
- Benchmarking in Data Envelopment Analysis: balanced efforts to achieve realistic targets
- Benchmarking: Balanced efforts to achieve realistic targets through Data Envelopment Analysis
- Benchmarking: Balanced efforts to achieve realistic targets through Data Envelopment Analysis
- CÓMO ESTABLECER UN ORDEN DE VARIABLES TIPO INPUT EN PROCESOS PRODUCTIVOS A TRAVÉS DE SUPPORT VECTOR FRONTIERS
- Evaluación de la eficiencia técnica mediante métodos de boosting: algoritmos exactos y heurísticos
- Falling short on long-term care efficiency change? A non-parametric approach
- Falling short on long-term care efficiency change? A non-parametric approach
- Falling short on long-term care efficiency change? A non-parametric approach
- Gradient Tree Boosting para el cálculo de eficiencia ténica
- Medición de la eficiencia técnica en procesos multi-recurso multi-producto a través de Máquinas de Soporte Vectorial MonoClase
- Mesa redonda: El futuro de la investigación en eficiencia y productividad
- Procesamiento de datos para la Eficiencia con R: análisis de outliers y tratamiento de valores faltantes. Presentación de la librería eat
- Rethinking the Education and Training 2030 goals: setting targets for European countries adjusted to goals
- Scale efficiency in the Spanish wine industry
- Setting country-specific targets adjusted to the EU-level goals for education and training
- The influence of bottlenecks on innovation systems performance: Put the slowest climber first
- UNA APLICACIÓN DEL TEST DE LI PARA LA SELECCIÓN DE VARIABLES EN ANÁLISIS ENVOLVENTE DE DATOS
- Un modelo aditivo basado en funciones lineales a trozos y aprendizaje automático para la estimación de funciones de producción
- Una adaptación aditiva de Multivariate Adaptive Regression Splines para la estimación de funciones de producción en el contexto del Análisis Envolvente de Datos
- Una nueva metodología basada en splines envolventes para la estimación de la eficiencia en el contexto de múltiples outputs
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invited conference
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person (active)
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research project
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thesis
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thrid party project