# Towards Consumer Loan Fraud Detection: Graph Neural Networks with Role-Constrained Conditional Random Field

> Research article (Proceedings of the AAAI Conference on Artificial Intelligence, 2021) · cited 73× · AI/ML

**Wikidata**: [openalex:W3177385106](https://www.wikidata.org/wiki/openalex:W3177385106)  
**Source**: https://4ort.xyz/entity/towards-consumer-loan-fraud-detection-graph-neural-networks-with-role-constrained-conditional-random-field