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Combining Data Envelopment Analysis and Machine Learning
Mathematics, 2022 Data Envelopment Analysis (DEA) is one of the most used non-parametric techniques for technical efficiency assessment. DEA is exclusively concerned about the minimization of the empirical error, satisfying, at the same time, some shape constraints ...
Nadia M. Guerrero +2 more
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Measurement of cost efficiency in the European banking industry
Croatian Operational Research Review, 2016 In this paper we analysed and compared efficiency results in the banking industry using two different approaches: financial indicators and the Data Envelopment Analysis (DEA) methodology. In the indicator-based approach, we used chosen accounting ratios (
Branka Tuškan, Alen Stojanović
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Group efficiency analysis in decision processes: a data envelopment analysis approach
Croatian Operational Research Review, 2019 Data envelopment analysis (DEA) is a powerful mathematical programming methodology for evaluating the relative efficiency of decision-making units (DMUs) with multiple outputs and multiple inputs.
Mohsen Hekmatnia +2 more
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Social Sciences, 2013 Economic, social and environmental dimensions are usually accepted as the three pillars of sustainable development. However, current methodologies for the assessment of the sustainability of product systems fail to cover economic, environmental and ...
Diego Iribarren, Ian Vázquez-Rowe
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Competitiveness Evaluation Methodology for Aviation Industry Sustainability Using Network DEA [PDF]
Sustainability, 2020 The purpose of this study is to develop the methodology to assess the sustainability of the aviation industry based on network data envelopment analysis (DEA) for the assessment of the national aviation industry process productivity. The national aviation industry is classified into the front stage, corresponding to the aviation market, and the behind ...
Ki Han Song, Solsaem Choi, Ik Hyun Han
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Energies, 2018 Feeding the world’s population sustainably is a major challenge of our society, and was stated as one of the key priorities for development cooperation by the European Union (EU) policy framework on food security.
J. Laso +9 more
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Innovation Efficiency in the Spanish Service Sectors, and Open Innovation
Journal of Open Innovation: Technology, Market and Complexity, 2021 This paper analyzes the relationship between efficiency and innovation activity in Spanish industrial and service sectors by introducing a new methodology framework.
Rocío Guede-Cid +3 more
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FIRM VALUATION WITH DATA ENVELOPMENT ANALYSIS: BORSA IṠTANBUL EXAMPLE
Copernican Journal of Finance & Accounting, 2023 Objective of this study is to present an example of firm valuation with Data Envelopment Analysis (DEA), which is an alternative and new firm valuation method, and to contribute this limited field of research area with new findings.
Yusuf Ozan Üzgün, Nevzat Aypek
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A Non-radial Approach for Setting Integer-valued Targets in Data Envelopment Analysis [PDF]
Journal of Optimization in Industrial Engineering, 2011 Data Envelopment Analysis (DEA) has been widely studied in the literature since its inception with Charnes, Cooper and Rhodes work in 1978. The methodology behind the classical DEA method is to determine how much improvements in the outputs (inputs ...
Reza Kazemi Matin
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Methodology forInputs-Oriented VRS DEA in dairy farms v1
, 2023 The methodology protocol for Inputs-Oriented VRS DEA in dairy farms describes the steps and procedures for data collection with the verbal consent of the producers according to the declaration included in the questionnaire, based on the producers' academic relationship of 50 years. at the Mexico Postgraduate College.
C A Zuniga-Gonzalez +1 more
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