Big data algorithms and applications in intelligent transportation system: A review and bibliometric analysis

S Kaffash, AT Nguyen, J Zhu - International journal of production economics, 2021 - Elsevier
The volume and availability of data in the Intelligent Transportation System (ITS) result in the
need for data-driven approaches. Big Data algorithms are applied to further enhance the …

A review on the 40 years of existence of data envelopment analysis models: historic development and current trends

A Panwar, M Olfati, M Pant, V Snasel - Archives of Computational Methods …, 2022 - Springer
DEA, incepted in 80s, has emerged as a popular decision-making technique, for
determining the efficiency of similar units. Due to its simplicity and applicability, DEA has …

Evaluating the factors that influence blockchain adoption in the freight logistics industry

IJ Orji, S Kusi-Sarpong, S Huang… - … Research Part E …, 2020 - Elsevier
This study proposes a technology-organization-environment (TOE) theoretical framework of
critical factors that influence the successful adoption of blockchain technologies in the freight …

A modified slacks-based measure of efficiency in data envelopment analysis

K Tone, M Toloo, M Izadikhah - European Journal of Operational Research, 2020 - Elsevier
The slacks-based measure (SBM) model can divide the set of observations into two mutually
exclusive and collectively exhaustive sets: efficient and inefficient. However, it fails to …

DEA under big data: Data enabled analytics and network data envelopment analysis

J Zhu - Annals of Operations Research, 2022 - Springer
This paper proposes that data envelopment analysis (DEA) should be viewed as a method
(or tool) for data-oriented analytics in performance evaluation and benchmarking. While …

[HTML][HTML] Gradient tree boosting and the estimation of production frontiers

MD Guillen, J Aparicio, M Esteve - Expert Systems with Applications, 2023 - Elsevier
In production theory and engineering, a topic of interest is the determination of technical
efficiency of firms from the estimation of a technology. By definition, a technology must satisfy …

Efficiency analysis trees: A new methodology for estimating production frontiers through decision trees

M Esteve, J Aparicio, A Rabasa… - Expert Systems with …, 2020 - Elsevier
In this paper, we introduce a new methodology based on regression trees for estimating
production frontiers satisfying fundamental postulates of microeconomics, such as free …

A lean construction and BIM interaction model for the construction industry

HG Bayhan, S Demirkesen, C Zhang… - Production Planning & …, 2023 - Taylor & Francis
Abstract An Analytical Network Process (ANP) was created to test the Lean and BIM
concepts with data collected from US companies to find the success factors of the Lean/BIM …

[HTML][HTML] OR for entrepreneurial ecosystems: A problem-oriented review and agenda

EG Carayannis, E Grigoroudis, B Wurth - European Journal of Operational …, 2022 - Elsevier
Innovation-driven entrepreneurship has become a focus for economic development and
received increasing attention from policy makers and academics over the last decades …

Urban circular economy performance evaluation: A novel fully fuzzy data envelopment analysis with large datasets

S Wang, L Lei, L Xing - Journal of Cleaner Production, 2021 - Elsevier
This study constructs a fully fuzzy data envelopment analysis (DEA) with large datasets to
evaluate the urban circular economy. The proposed fully fuzzy DEA model considers …