M Jullum, A Løland, RB Huseby, G Ånonsen… - Journal of Money …, 2020 - emerald.com
Purpose The purpose of this paper is to develop, describe and validate a machine learning model for prioritising which financial transactions should be manually investigated for …
F Torti, M Riani, G Morelli - Statistical Methods & Applications, 2021 - Springer
The purpose of this paper is to show in regression clustering how to choose the most relevant solutions, analyze their stability, and provide information about best combinations of …
E Hayble-Gomes - Journal of Money Laundering Control, 2022 - emerald.com
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 …
Benford's law defines a probability distribution for patterns of significant digits in real numbers. When the law is expected to hold for genuine observations, deviation from it can …
O Kuzmenko, H Yarovenko, L Perkhun - Statistics in Transition new …, 2023 - ceeol.com
The purpose of the article is to assess the maturity of systems for counteracting financial and cyber fraud with the view of their future integration at global-level. The calculations made by …
L Barabesi, A Cerioli, D Perrotta - Statistical Methods & Applications, 2021 - Springer
This forum intends stimulating cross-domain research in Benford's law theory and robust statistics. Our point of view is introduced in Sect. 2, with the intention to show the rationale …
M Genç - The International Journal of Biostatistics, 2024 - degruyter.com
Cancer classification and gene selection are important applications in DNA microarray gene expression data analysis. Since DNA microarray data suffers from the high-dimensionality …
The general problem addressed in this document is the estimation of “fair” import prices from international trade data. The work is in support to the determination of the customs value at …
This qualitative study sought to understand challenges to Louisville, Kentucky Certified Public Accounting firms and the development of auditor professional skepticism. The …