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Keywords: Artificial intelligence
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Journal Articles
Enhancing AML compliance: a machine learning approach to suspicious activity detection through routine activity theory
Available to Purchase
Journal:
Journal of Money Laundering Control
Journal of Money Laundering Control (2025) 28 (4-5): 680–698.
Published: 04 September 2025
... financial activities and advance AML analytical capabilities. Corresponding author Mark Eshwar Lokanan mark.lokanan@royalroads.ca © 2025 Emerald Publishing Limited 2025 Emerald Publishing Limited Licensed re-use rights only Artificial intelligence Money laundering Machine learning...
Journal Articles
Artificial intelligence technologies in banking: challenges and opportunities for anti-money laundering in the context of EU regulatory initiatives
Available to Purchase
Journal:
Journal of Money Laundering Control
Journal of Money Laundering Control (2025) 28 (4-5): 593–608.
Published: 06 June 2025
... at: ns.andriychenko@yur.sumdu.edu.ua © 2025 Emerald Publishing Limited 2025 Emerald Publishing Limited Licensed re-use rights only Artificial intelligence Machine learning Bank Financial monitoring Suspicious transactions Money laundering Money laundering is a critical source of illicit...
Journal Articles
Anti money laundering system in detecting and preventing money laundering activities: a systematic review
Available to Purchase
Journal:
Journal of Money Laundering Control
Journal of Money Laundering Control (2025) 28 (2): 385–407.
Published: 07 March 2025
... of money laundering concepts, issues and techniques of AML. The review articles are on the techniques of AML, such as machine learning, data mining, graph networks and artificial intelligence, which are applied to detect and prevent money laundering issues. Originality/value Money laundering, being...
Journal Articles
Exploring detection and prevention of money laundering with information technology
Available to Purchase
Journal:
Journal of Money Laundering Control
Journal of Money Laundering Control (2024) 27 (6): 995–1004.
Published: 30 November 2023
.../approach This research is a literature review from various research sources originating from Pro-Quest, Emerald, Science Direct and Google Scholar. Findings The researchers found that the most widely used methods for detecting money laundering were artificial intelligence, machine learning, data...
Journal Articles
The use of predictive modeling to identify relevant features for suspicious activity reporting
Available to Purchase
Journal:
Journal of Money Laundering Control
Journal of Money Laundering Control (2023) 26 (4): 806–830.
Published: 11 April 2022
...Emmanuel Hayble-Gomes Purpose The purpose of this study is to explore and use artificial intelligence (AI) techniques for identifying the relevant attributes necessary to file a suspicious activity report (SAR) using historical customer transactions. This method is known as predictive modeling...
Journal Articles
Threshold fine-tuning of money laundering scenarios through multi-dimensional optimization techniques
Available to Purchase
Journal:
Journal of Money Laundering Control
Journal of Money Laundering Control (2022) 25 (1): 72–78.
Published: 04 March 2021
... way in leveraging artificial intelligence for further making financial institutions more efficient in controlling financial crimes and save some hard-earned dollars. Artificial intelligence Anti-money laundering Anomaly detection Optimization Herhold et al. (2017) documented...
Journal Articles
Can artificial intelligence, RegTech and CharityTech provide effective solutions for anti-money laundering and counter-terror financing initiatives in charitable fundraising
Available to Purchase
Journal:
Journal of Money Laundering Control
Journal of Money Laundering Control (2021) 24 (3): 464–482.
Published: 30 November 2020
... crime. Artificial intelligence has had a major impact on organisations from Banking through to Law Firms. The rate at which technology has developed in terms of tasks that are complex, technical and time-consuming has been astounding. The purpose of this paper is to explore the solutions...
Journal Articles
AI against money laundering networks: the Colombian case
Available to Purchase
Journal:
Journal of Money Laundering Control
Journal of Money Laundering Control (2021) 24 (1): 49–62.
Published: 04 June 2020
... methodology for monitoring and identifying the behavior of different ML patterns with machine learning techniques and network science methodologies. These methodologies complement legal structure and regulatory framework. Money laundering Artificial intelligence Software architecture Financial crime...
