Enhancing fraud detection in auto insurance and credit card transactions: a novel approach integrating CNNs and machine learning algorithms

Fraudulent activities especially in auto insurance and credit card transactions impose significant financial losses on businesses and individuals. To overcome this issue, we propose a novel approach for fraud detection, combining convolutional neural networks (CNNs) with support vector machine (SVM)...

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Bibliographic Details

Published in:	PeerJ Computer Science
Main Authors:	Ruixing Ming, Osama Abdelrahman, Nisreen Innab, Mohamed Hanafy Kotb Ibrahim
Format:	Article
Language:	English
Published:	PeerJ Inc. 2024-06-01
Subjects:	Machine learning Deep learning Statistics Mathematics Insurance Managment
Online Access:	https://peerj.com/articles/cs-2088.pdf