Research Report
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academic article
- Benchmarking performance through efficiency analysis trees: Improvement strategies for colombian higher education institutions
- Estimating production functions through additive models based on regression splines
- Global and local technical changes: A new decomposition of the malmquist productivity index using virtual units
- Global scale efficiency in data envelopment analysis
- Improving the predictive accuracy of production frontier models for efficiency measurement using machine learning: The LSB-MAFS method
- Planning improvements through data envelopment analysis (DEA) benchmarking based on a selection of peers
- Support Vector Frontiers with kernel splines
- The defence economy: an assessment of productivity change in NATO countries
- The flexible reverse approach for decomposing economic inefficiency: With an application to Taiwanese banks
- The standard reverse approach for decomposing economic inefficiency
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book
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chapter
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congress communication
- Adaptive Constrained Enveloping Splines and Random Forest for Technical Efficiency Measurement
- Bayesian Analysis of Extreme Events' impact on Species in Mediterranean Fish Farms
- Benchmarking in education: Data Envelopment Analysis approaches for solving bi-objective problems
- Benchmarking in education: improving performance toward the defined goals instead of (re)producing social categories of winners and losers
- Comparación de Grupos de Unidades a Través de Indicadores Compuestos Mediante un Enfoque no Convexo: Aplicación a la Responsabilidad Social
- CÁLCULO DE EFICIENCIA TÉCNICA MEDIANTE APRENDIZAJE AUTOMÁTICO USANDO BOOSTING
- Estimación de tecnologías DEA con retornos variables a escala mediante splines envolventes
- Estrategias de Benchmarking en el An¿alisis Envolvente de Datos: con Presencia o Ausencia de Informaci¿on Adicional
- Hacia una Administración Inteligente: Superando los Desafíos de la IA en la Gestión Pública
- Improving the Predictive Accuracy of Production Frontier Models for Efficiency Measurement using Machine Learning
- Improving the Predictive Accuracy of Production Frontier Models using Least Square Boosting and Multivariate Adaptive Regression Splines (LSB-MARS)
- Improving the estimation of production functions through machine learning: a gradient boosting approach
- Improving the estimation of production functions through machine learning: a gradient boosting approach
- Integración de Splines Envolventes y Random Forest para la Estimación de la Eficiencia Técnica
- Integración de Técnicas de Aprendizaje Automático y XAI en el Análisis Envolvente de Datos para la Mejora de la Evaluación de la eficiencia: una Aplicación Empírica en Instituciones Educativas
- Integrating shape-restricted multivariate adaptive regression splines and random forest: methodology and applications
- MEASURING ENVIRONMENTAL INEFFICIENCY THROUGH MACHINE LEARNING TECHNIQUES
- Machine Learning e IA aplicado a la optimización de recursos y la mejora de la productividad
- Obtención de Targets más Próximos Relajando la Convexidad en DEA
- Rethinking EU-level goals: Different strategies to improve national performance toward the European Education Area strategic framework
- Spatio-Temporal Modelling for Mortality and Disease in Mediterranean Fish Farms: A Data-Driven Approach to Environmental Challenges
- Una Adaptación de Random Forest como Método de Estimación no Paramétrica de Eficiencia Técnica
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event
- 33RD EUROPEAN CONFERENCE ON OPERATIONAL RESEARCH (EURO 2024) (Congress Organization)
- CONGRESO DE TECNOLOGIA PALMERATECH 2024 (Congress Organization)
- INTERNATIONAL CONFERENCE ON DATA ENVELOPMENT ANALYSIS (Congress Organization)
- IV CONGRESO ANUAL INTERNACIONAL ESTUDIANTES DE DOCTORADO (CAIED) (Congress Organization)
- XVI JORNADA DE SAN ALBERTO MAGNO (Congress Organization)
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external project
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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