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A Review on Data Envelopment Analysis (DEA)
2010 Fourth Asia International Conference on Mathematical/Analytical Modelling and Computer Simulation, 2010This paper is a review paper focusing on the methodological development of Data Envelopment Analysis (DEA), a multi-factor performance measurement and improvement tool. Since its introduction in 1978, vast studies have been done on DEA, causing significant growth in its methodology and applications in the real world.
Chuen Tse Kuah +2 more
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Fuzzy data envelopment analysis (DEA): a possibility approach
Fuzzy Sets and Systems, 2003zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Saowanee Lertworasirikul +3 more
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2010
In this and the next chapter, we cover the basics and some additional material on Data Envelopment Analysis (DEA). DEA combines the estimation of the technology with the measurement of performance as related to this technology. It thereby integrates the two basic problems of a) defining a performance standard, the technology, and b) evaluating ...
Peter Bogetoft, Lars Otto
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In this and the next chapter, we cover the basics and some additional material on Data Envelopment Analysis (DEA). DEA combines the estimation of the technology with the measurement of performance as related to this technology. It thereby integrates the two basic problems of a) defining a performance standard, the technology, and b) evaluating ...
Peter Bogetoft, Lars Otto
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The use of Data Envelopment Analysis (DEA) in healthcare with a focus on hospitals
Health Care Management Science, 2018The healthcare sector in general and hospitals in particular represent a main application area for Data Envelopment Analysis (DEA). This paper reviews 262 papers of DEA applications in healthcare with special focus on hospitals and therefore closes a gap of over ten years that were not covered by existing review articles.
Sebastian Kohl +3 more
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E-DEA: Enhanced data envelopment analysis
European Journal of Operational Research, 2010Abstract Data envelopment analysis (DEA) has enjoyed a wide range of acceptance by researchers and practitioners alike as an instrument of performance analysis and management since its introduction in 1978. Many formulations and thousands of applications of DEA have been reported in a considerable variety of academic and professional journals all ...
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Improving discrimination in data envelopment analysis: PCA–DEA or variable reduction
European Journal of Operational Research, 2010zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Nicole Adler, Ekaterina Yazhemsky
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The Data Envelopment Analysis (DEA) for determining the efficiency of a production
2003The Data Envelopment Analysis (DEA) is a relatively new method to measure Technical Efficiency (TE). TE of a Decision Making Unit (DMU) is defined as a ratio of the produced goods and services (Outputs) to the used resources (Inputs). Efficiency comparison become more complicated when market values of the Inputs and Outputs are not available and the ...
Lissitsa, Alexej +3 more
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Data Envelopment Analysis (DEA) in Industry 4.0
2023 International Conference on Electrical, Computer and Energy Technologies (ICECET), 2023Diana María Montoya +2 more
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The Theory of Complex-valued Data Envelopment Analysis (DEA)
Systemic AnalyticsTraditional Data Envelopment Analysis(DEA) assumes real-valued inputs or outputs. There has been several studies in the literature dealing with uncertain data set. But the question raises in present of complex-valued data set. The major application of the data set comes back to electronic engineering.
Mahnaz Maghbouli +2 more
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