Application of machine learning in supply chain management: a comprehensive overview of the main areas

EB Tirkolaee, S Sadeghi, FM Mooseloo… - Mathematical …, 2021 - Wiley Online Library
In today's complex and ever‐changing world, concerns about the lack of enough data have
been replaced by concerns about too much data for supply chain management (SCM). The …

A systematic assessment of supplier selection literature–state-of-the-art and future scope

A Wetzstein, E Hartmann, WC Benton Jr… - International Journal of …, 2016 - Elsevier
With the growth in outsourcing in various sectors, the selection of the right suppliers is
increasingly critical to a firm's business success. However, a thorough analysis of the …

Linking supplier development to supplier segmentation using Best Worst Method

J Rezaei, J Wang, L Tavasszy - Expert Systems with Applications, 2015 - Elsevier
The strategic supplier-related activity of supplier segmentation focuses on the evaluation of
suppliers, identifying different approaches, identifying the most suitable criteria and proper …

Critical factors for sub-supplier management: A sustainable food supply chains perspective

JH Grimm, JS Hofstetter, J Sarkis - International journal of production …, 2014 - Elsevier
The food industry and its supply chains have significant sustainability implications. Effective
supply chain management requires careful consideration of multiple tiers of partners …

An integrated fuzzy MCDM approach for supplier evaluation and selection

EE Karsak, M Dursun - Computers & industrial engineering, 2015 - Elsevier
A fuzzy multi-criteria group decision making approach that makes use of quality function
deployment (QFD), fusion of fuzzy information and 2-tuple linguistic representation model is …

Supplier selection in the airline retail industry using a funnel methodology: Conjunctive screening method and fuzzy AHP

J Rezaei, PBM Fahim, L Tavasszy - Expert systems with applications, 2014 - Elsevier
Since a company can only perform as well as it is allowed to by its suppliers, the importance
of supplier selection in supply chain management has been increasingly recognized …

Strategic purchasing participation, supplier selection, supplier evaluation and purchasing performance

A Nair, J Jayaram, A Das - International journal of production …, 2015 - Taylor & Francis
In this article, we examine how purchasing's strategic participation influences supply
management activities via the choice of appropriate operational and strategic criteria …

Evaluating suppliers to include green supplier development programs via fuzzy c-means and VIKOR methods

G Akman - Computers & industrial engineering, 2015 - Elsevier
Green supplier development has became necessity as organizations increasingly compete
on environmental supply chain capabilities. This paper aims to determine …

Resilient supplier selection and segmentation in grey environment

SV Parkouhi, AS Ghadikolaei, HF Lajimi - Journal of cleaner production, 2019 - Elsevier
Supplier management is one of the complex, sensitive and multifaceted measures in supply
chain that has the most effect on the successful performance of a supply chain. Selection …

Multi-criteria supplier segmentation using a fuzzy preference relations based AHP

J Rezaei, R Ortt - European Journal of Operational Research, 2013 - Elsevier
One of the strategic activities of a firm is supplier segmentation, whereby a firm creates
groups of suppliers to handle them differently. Existing literature provides several typologies …