[HTML][HTML] A survey and analysis of the first 40 years of scholarly literature in DEA: 1978–2016

A Emrouznejad, G Yang - Socio-economic planning sciences, 2018 - Elsevier
In recent years there has been an exponential growth in the number of publications related
to theory and applications of Data Envelopment Analysis (DEA). Charnes, Cooper, and …

Environmental performance evaluation with big data: Theories and methods

ML Song, R Fisher, JL Wang, LB Cui - Annals of Operations Research, 2018 - Springer
Traditional theories and methods for comprehensive environmental performance evaluation
are challenged by the appearance of big data because of its large quantity, high velocity …

Using data envelopment analysis for the assessment of technical efficiency of units with different specialisations: An application to agriculture

KB Atici, VV Podinovski - Omega, 2015 - Elsevier
In this paper we consider the use of data envelopment analysis (DEA) for the assessment of
efficiency of units whose output profiles exhibit specialisation. An example of this is found in …

DEASort: Assigning items with data envelopment analysis in ABC classes

A Ishizaka, F Lolli, E Balugani, R Cavallieri… - International Journal of …, 2018 - Elsevier
Multi-criteria inventory classification groups similar items in order to facilitate their
management. Data envelopment analysis (DEA) and its many variants have been used …

Optimal weights in DEA models with weight restrictions

VV Podinovski - European Journal of Operational Research, 2016 - Elsevier
According to a conventional interpretation of a multiplier DEA model, its optimal weights
show the decision making unit under the assessment, denoted DMU o, in the best light in …

An extended multiple criteria data envelopment analysis model

A Hatami-Marbini, M Toloo - Expert Systems with Applications, 2017 - Elsevier
Several researchers have adapted the data envelopment analysis (DEA) models to deal
with two inter-related problems: weak discriminating power and unrealistic weight …

Marginal values and returns to scale for nonparametric production frontiers

VV Podinovski, RG Chambers, KB Atici… - Operations …, 2016 - pubsonline.informs.org
We present a unifying linear programming approach to the calculation of various directional
derivatives for a very large class of production frontiers of data envelopment analysis (DEA) …

[HTML][HTML] Production trade-offs in models of data envelopment analysis with ratio inputs and outputs: An application to schools in England

VV Podinovski, J Wu, N Argyris - European Journal of Operational …, 2024 - Elsevier
In applications of data envelopment analysis (DEA), the inputs and outputs representing
environmental and quality characteristics of the production process are often stated in the …

DEA cross-efficiency evaluation under variable returns to scale

S Lim, J Zhu - Journal of the Operational Research Society, 2015 - Taylor & Francis
Cross-efficiency evaluation in data envelopment analysis (DEA) has been developed under
the assumption of constant returns to scale (CRS), and no valid attempts have been made to …

New data envelopment analysis models for classifying flexible measures: The role of non-Archimedean epsilon

M Toloo, B Ebrahimi, GR Amin - European Journal of Operational Research, 2021 - Elsevier
Some input-output classifier data envelopment analysis (DEA) models in multiplier and
envelopment forms were developed to designate the status of flexible measures, playing …