FLC-Net: Innovative fraud classification in loan applications with dual channel graph advanced neural network

Fraudulent loan classification is critical in the financial sector, with global loan fraud losses exceeding $1 billion annually. Around 5 % of loan applications contain fraudulent elements, leading to significant financial strain on institutions. Existing systems often face challenges such as poor d...

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Bibliographic Details
Main Authors: P. Pedda Sadhu Naik, Kalleda Appanolla Architha, Maddela Mahesh, Chitkula Anand, Gaddam Shriya Reddy, Patlola Suraj Reddy
Format: Article
Language:English
Published: Elsevier 2025-12-01
Series:Systems and Soft Computing
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Online Access:http://www.sciencedirect.com/science/article/pii/S2772941925001255
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