Managing and Assessing the Risk Management of Supply Chain Using the A-BiGRU-CNN Approach

S Yadav, D Pilli, MKS Kumar, D Kaushal… - 2023 7th …, 2023 - ieeexplore.ieee.org
Companies can now expand their competitive advantages, manufacturing flexibility, and
cost savings by utilizing global supply networks that span the globe. Inadequate awareness …

A global supply chain risk management framework: An application of text-mining to identify region-specific supply chain risks

CY Chu, K Park, GE Kremer - Advanced Engineering Informatics, 2020 - Elsevier
Nowadays global supply chains enable companies to enhance competitive advantages,
increase manufacturing flexibility and reduce costs through a broader selection of suppliers …

Applying text-mining techniques to global supply chain region selection: considering regional differences

CY Chu, K Park, GE Kremer - Procedia Manufacturing, 2019 - Elsevier
The concept of the global supply chain is built upon the mindset of competitive advantages,
and it results in several benefits to the manufacturing process, such as increasing flexibility …

Integrated Model for Predicting Supply Chain Risk Through Machine Learning Algorithms.

S Kumar, SC Sharma - International Journal of Mathematical …, 2023 - search.ebscohost.com
The machine learning model has become a critical consideration in the supply chain. Most
of the companies have experienced various supply chain risks over the past three years …

The contemporary state of big data analytics and artificial intelligence towards intelligent supply chain risk management: a comprehensive review

HM Shah, BB Gardas, VS Narwane, HS Mehta - Kybernetes, 2023 - emerald.com
Purpose This paper aims to conduct a systematic literature review of the research in the field
of Artificial Intelligence (AI) and Big Data Analytics (BDA) in Supply Chain Risk Management …

[PDF][PDF] Financial Risk Management in the Supply Chain Using Business Intelligence and Big Data

N Badwan, L Al-Zoubi… - International Journal of …, 2023 - journals.srbiau.ac.ir
Financial risk management and risk identification management have evolved into critical
components of global supply networks. Machine learning, business intelligence, and big …

Intelligent Financial Risk Prediction Framework with Optimized Hybrid Deep Learning Architecture in Supply Chain Management

AK Sarkar, A Das - 2023 7th International Conference on …, 2023 - ieeexplore.ieee.org
A risk evaluation on the supply chain model is developed using a deep learning network to
investigate the risk in supply chain management, encourage cooperation among …

Future of artificial intelligence and its influence on supply chain risk management–A systematic review

AD Ganesh, P Kalpana - Computers & Industrial Engineering, 2022 - Elsevier
Abstract Supply Chain Risk Management (SCRM) is a rapidly growing field of research
encompassing identification, assessment, mitigation, and monitoring of the risks or …

Data mining approach for prediction of various risk factors in supply chain management

DR Kumar Raja, G Hemanth Kumar… - Proceedings of the …, 2022 - Springer
Organizations have adopted information methods for Supply Chain Risk Management
(SCRM) as a consequence of enhanced hazard levels of exposure, advancements in …

Intelligence Support to Supply Chain Risk Management

CL Carter… - 2012 - apps.dtic.mil
The purpose of this research was to improve defense supply chain risk management
processes through better intelligence integration. To this end, this research sought to …