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Customs fraud detection using a gradient boosting approach for joint classification and risk estimation. [PDF]

Sci Rep
Alwanin R, Ismail MMB, Bchir O.
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Optimizing credit card fraud detection with random forests and SMOTE.

Sci Rep
Sundaravadivel P, Isaac RA, Elangovan D, KrishnaRaj D, Rahul VVL, Raja R.   +5 more
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Financial Statement Fraud Detection with Fraud Triangle

International Journal of Emerging Trends in Social Sciences, 2022
The purpose of this study was to analyze elements in the fraud triangle to clarify the possibility of financial statement fraud in the consumer goods industry subsector. The population in this study is all manufacturing companies in the consumer goods industry sub-sector measured by the M-score model.
Meel Akbar, Basyiruddin Nur, Budi Andru
openaire   +1 more source

Fraud Triangle terhadap Financial Statement Fraud

Portofolio: Jurnal Ekonomi, Bisnis, Manajemen, dan Akuntansi, 2022
This study aims to analyze the effect of the fraud triangle on the financial statement fraud. Based on the theory of fraud triangle, there are three factors: pressure, opportunity, and rationalization. Sampling is done by purposive sampling method and obtained 19 sample companies with 57 observational data of manufacturing companies consumer goods ...
Carmel Meiden, Steven Steven
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Deep learning for detecting financial statement fraud

Decision Support Systems, 2020
Abstract Financial statement fraud is an area of significant consternation for potential investors, auditing companies, and state regulators. The paper proposes an approach for detecting statement fraud through the combination of information from financial ratios and managerial comments within corporate annual reports.
Patricia Craja, Alisa Kim, Stefan Lessmann   +2 more
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Fraud Pentagon Dalam Mendeteksi Financial Statement Fraud

MDP Student Conference, 2023
Tujuan dari penelitian ini adalah untuk mengetahui bagaimana elemen-elemen dari teori Fraud Pentagon mempengaruhi financial statement fraud. F-Score digunakan dalam penelitian ini sebagai proksi untuk financial statement fraud. Lima metrik yang digunakan dalam Pentagon Fraud adalah financial stability, ineffective monitoring, change in auditor, change ...
Cherrya Dhia Wenny, Nurandaru Oktaviani
openaire   +1 more source