[HTML][HTML] Financial fraud detection based on machine learning: a systematic literature review

A Ali, S Abd Razak, SH Othman, TAE Eisa… - Applied Sciences, 2022 - mdpi.com
Financial fraud, considered as deceptive tactics for gaining financial benefits, has recently
become a widespread menace in companies and organizations. Conventional techniques …

Financial fraud detection applying data mining techniques: A comprehensive review from 2009 to 2019

KG Al-Hashedi, P Magalingam - Computer Science Review, 2021 - Elsevier
This paper gives a comprehensive revision of the state-of-the-art research in detecting
financial fraud from 2009 to 2019 inclusive and classifying them based on their types of …

Bayesian networks for supply chain risk, resilience and ripple effect analysis: A literature review

S Hosseini, D Ivanov - Expert systems with applications, 2020 - Elsevier
In the broad sense, the Bayesian networks (BN) are probabilistic graphical models that
possess unique methodical features to model dependencies in complex networks, such as …

Enhanced credit card fraud detection based on SVM-recursive feature elimination and hyper-parameters optimization

N Rtayli, N Enneya - Journal of Information Security and Applications, 2020 - Elsevier
With the growth of online shop**, Credit Card Fraud (CCF) comes out as a serious
menace. For this end, the automatic and real-time fraud detection field calls for several …

Fraud detection and prevention in e-commerce: A systematic literature review

VF Rodrigues, LM Policarpo, DE da Silveira… - Electronic Commerce …, 2022 - Elsevier
The high volume of money involved in e-commerce transactions draws the attention of
fraudsters, which makes fraud prevention and detection techniques of high importance …

An intelligent payment card fraud detection system

M Seera, CP Lim, A Kumar, L Dhamotharan… - Annals of operations …, 2024 - Springer
Payment cards offer a simple and convenient method for making purchases. Owing to the
increase in the usage of payment cards, especially in online purchases, fraud cases are on …

[Retracted] Financial Fraud Detection in Healthcare Using Machine Learning and Deep Learning Techniques

A Mehbodniya, I Alam, S Pande… - Security and …, 2021 - Wiley Online Library
Healthcare sector is one of the prominent sectors in which a lot of data can be collected not
only in terms of health but also in terms of finances. Major frauds happen in the healthcare …

Learning transactional behavioral representations for credit card fraud detection

Y **e, G Liu, C Yan, C Jiang, M Zhou… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Credit card fraud detection is a challenging task since fraudulent actions are hidden in
massive legitimate behaviors. This work aims to learn a new representation for each …

Credit card fraud detection using machine learning: a study

P Tiwari, S Mehta, N Sakhuja, J Kumar… - arxiv preprint arxiv …, 2021 - arxiv.org
As the world is rapidly moving towards digitization and money transactions are becoming
cashless, the use of credit cards has rapidly increased. The fraud activities associated with it …

[PDF][PDF] Credit Card Fraud Detection Using Fuzzy Rough Nearest Neighbor and Sequential Minimal Optimization with Logistic Regression.

AS Hussein, RS Khairy… - … journal of interactive …, 2021 - pdfs.semanticscholar.org
The global online communication channel made possible with the internet has increased
credit card fraud leading to huge loss of monetary fund in their billions annually for …