[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 …

The curse of dimensionality of decision-making units: A simple approach to increase the discriminatory power of data envelopment analysis

V Charles, J Aparicio, J Zhu - European Journal of Operational Research, 2019 - Elsevier
Data envelopment analysis (DEA) is a technique for identifying the best practices of a given
set of decision-making units (DMUs) whose performance is categorized by multiple …

Social sustainability of regional transportation: An assessment framework with application to EU road transport

A Stefaniec, K Hosseini, S Assani, SM Hosseini… - Socio-Economic …, 2021 - Elsevier
The assessment of transportation social sustainability appeals to many scholars as an
essential issue but imposes a risk of selecting inadequate factors and methods to measure …

Input/output variables selection in data envelopment analysis: A shannon entropy approach

P Peykani, FS Seyed Esmaeili, M Mirmozaffari… - Machine Learning and …, 2022 - mdpi.com
The purpose of this study is to provide an efficient method for the selection of input–output
indicators in the data envelopment analysis (DEA) approach, in order to improve the …

Constructing composite indicators with Shannon entropy: The case of Human Development Index

R Karagiannis, G Karagiannis - Socio-Economic Planning Sciences, 2020 - Elsevier
In this paper, we propose a weighting scheme for constructing composite indicators based
on Shannon entropy. Its main advantages are that it delivers a set of common weights …

Measuring bank efficiency: DEA application

J Titko, J Stankevičienė, N Lāce - Technological and economic …, 2014 - Taylor & Francis
The paper aims to improve the methodology of measuring efficiency of Latvian banks.
Efficiency scores were calculated with application of non-parametric frontier technique Data …

The use of information entropy and expert opinion in maximizing the discriminating power of composite indicators

MP Libório, R Karagiannis, AMA Diniz, PI Ekel… - Entropy, 2024 - mdpi.com
This research offers a solution to a highly recognized and controversial problem within the
composite indicator literature: sub-indicators weighting. The research proposes a novel …

Measuring and benchmarking managerial efficiency of project execution schedule performance

KC Iyer, PS Banerjee - International Journal of Project Management, 2016 - Elsevier
Though managerial efficiency is considered to be a key driver for successful execution of
projects, not much study is reported to measure and benchmark this efficiency. In this study …

Evaluation of relative impact of aerosols on photovoltaic cells through combined Shannon's entropy and Data Envelopment Analysis (DEA)

S Ghosh, VK Yadav, V Mukherjee, P Yadav - Renewable energy, 2017 - Elsevier
One of the biggest challenge before the world today is to find a trade-off between high
energy demand and mitigation of greenhouse gas emissions. Researchers and energy …

Ecological efficiency based ranking of cities: A combined DEA cross-efficiency and Shannon's entropy method

C Lo Storto - Sustainability, 2016 - mdpi.com
In this paper, a method is proposed to calculate a comprehensive index that calculates the
ecological efficiency of a city by combining together the measurements provided by some …