Credit risk prediction for small and medium enterprises utilizing adjacent enterprise data and a relational graph attention network

Credit risk prediction for small and medium enterprises utilizing adjacent enterprise data and a relational graph attention network

Credit risk prediction for small and medium enterprises (SMEs) has long posed a complex research challenge. Traditional approaches have primarily focused on enterprise-specific variables, but these models often prove inadequate when applied to SMEs with incomplete data. In this innovative study, we...

תיאור מלא

מידע ביבליוגרפי
Main Authors: Jiaxing Wang, Guoquan Liu, Xiaobo Xu, Xinjie Xing
פורמט: Article
שפה:English
יצא לאור: KeAi Communications Co., Ltd. 2024-06-01
סדרה:Journal of Management Science and Engineering
נושאים:
Risk management
SME
Credit risk
Transactional data
Graph neural network
גישה מקוונת:http://www.sciencedirect.com/science/article/pii/S2096232024000039

אינטרנט

http://www.sciencedirect.com/science/article/pii/S2096232024000039

פריטים דומים