Enterprise supply chain risk assessment based on improved neural network algorithm and machine learning

S Lu - Journal of Intelligent & Fuzzy Systems, 2021 - content.iospress.com
It is of practical significance to study the decision-making subject in the supply chain under
the influence of risk aversion to make a decision and make the supply chain compete in an …

Optimization of supply chain efficiency management based on machine learning and neural network

C Han, Q Zhang - Neural Computing and Applications, 2021 - Springer
Supply chain management is of great significance to business operations and
socioeconomic development. However, the current supply chain efficiency management …

Logistics Supply Chain Network Risk Prediction Model Based on Intelligent Random Forest Model

Z Xu, W Ni, S Liu, F Wang, J Li - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This article's goal is to investigate, using an intelligent random forest model (RFM), the
logistics supply chain's network risk control method. The logistics supply chain network, a …

Research on supply chain risk coping strategy based on fuzzy logic

Y Cao, W Wei, L Huang, H Qiao… - Journal of Intelligent & …, 2019 - content.iospress.com
Uncertain sporadic risks have prominent features such as small probability, difficult to
predict, fast diffusion, and complex types, which greatly increase the difficulty of control …

[PDF][PDF] Supply Chain Risk Management using Expert Systems

M Soleymani, MO Nejad - International Journal of Current …, 2018 - researchgate.net
Supply chain risk management (SCRM) is a new concept in logistic science. SCRM
becomes more important because of the increasing global risks in industries. This paper …

Predicting the investment risk in supply chain management using BPNN and machine learning

L Li - Wireless Communications and Mobile Computing, 2022 - Wiley Online Library
The present work is aimed at solving the investment risks in the supply chain management
(SCM) process of enterprises. Therefore, the Back Propagation Neural Network (BPNN) …

The risk control evaluation for supply chain based on knowledge management

L Ye, Y Liu - International Journal of Computational Science …, 2017 - inderscienceonline.com
The supply chain risk control has recently attracted much attention from both researchers
and practitioners. How to evaluate the risk control of supply chains plays an important role to …

Analysis on supply chain risk factors based on structural equation model

X Liu - Proceedings of the Sixth International Conference on …, 2013 - Springer
This chapter focuses on the analysis of supply-risk-factors identification and corresponding
structural equation modeling in internal supply chain, and finish the model specification …

[HTML][HTML] Exploration on the financing risks of enterprise supply chain using Back Propagation neural network

X Cai, Y Qian, Q Bai, W Liu - Journal of Computational and Applied …, 2020 - Elsevier
In order to study the risk management of supply chain, promote collaboration among node
enterprises, and ensure the normal and good development of supply chain, a risk evaluation …

Regression analysis of supply chain financial risk based on machine learning and fuzzy decision model

F Xuan - Journal of Intelligent & Fuzzy Systems, 2021 - content.iospress.com
Supply chain financial risk control has become the biggest obstacle restricting financial
institutions from developing supply chain financial services. If financial institutions want to …