[HTML][HTML] Operational research and artificial intelligence methods in banking

M Doumpos, C Zopounidis, D Gounopoulos… - European Journal of …, 2023 - Elsevier
Banking is a popular topic for empirical and methodological research that applies
operational research (OR) and artificial intelligence (AI) methods. This article provides a …

[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 …

Market segmentation using high-dimensional sparse consumers data

J Zhou, L Zhai, AA Pantelous - Expert Systems with Applications, 2020 - Elsevier
Good segmentation contributes towards a better understanding of the market and customer
demands. This study aims to develop a new methodological approach, integrating …

Benchmarking in wastewater treatment plants: a tool to save operational costs

M Molinos-Senante, F Hernandez-Sancho… - Clean Technologies and …, 2014 - Springer
The economics of wastewater management and treatment is the subject of growing interest
by water agencies and wastewater treatment plant (WWTP) operators. Benchmarking …

Z-ERM DEA integrated approach for evaluation of banks & financial institutes in stock exchange

A Mohtashami, BM Ghiasvand - Expert Systems with Applications, 2020 - Elsevier
The purpose of this study is to evaluate efficiency and effectiveness of banks, financial and
credit institutes active in stock and super-stock exchange organizations using new Fuzzy …

Increasing the discriminatory power of DEA using Shannon's entropy

Q Xie, Q Dai, Y Li, A Jiang - Entropy, 2014 - mdpi.com
In many data envelopment analysis (DEA) applications, the analyst always confronts the
difficulty that the selected data set is not suitable to apply traditional DEA models for their …

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 …

Impact of knowledge management performance on the efficiency of R&D active firms: Evidence from Turkey

MH Mete, O Belgin - Journal of the Knowledge Economy, 2022 - Springer
This study addresses to investigate the impact of the knowledge management (KM)
performance on the efficiencies of 20 R&D active firms in manufacture of parts and …

China's regional vulnerability to drought and its mitigation strategies under climate change: data envelopment analysis and analytic hierarchy process integrated …

XC Yuan, Q Wang, K Wang, B Wang, JL Jin… - Mitigation and Adaptation …, 2015 - Springer
Climate change may make extreme droughts more frequent with heavy economic losses in
China. Thus, this study aims to evaluate China's regional vulnerability to drought and …

Measuring the performance of thermal power firms in China via fuzzy Enhanced Russell measure model with undesirable outputs

J Wu, B Xiong, Q An, Q Zhu, L Liang - Journal of Cleaner Production, 2015 - Elsevier
Thermal power has accounted for the major part of the electricity generation over recent
several decades in China. It plays an important role in supporting China's economic …