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Mark Lokanan

Royal Roads University

SCHOLARLY PAPERS

4

DOWNLOADS

1,128

TOTAL CITATIONS

0

Scholarly Papers (4)

1.

Evaluating the Effectiveness of the Coso Internal Control Framework in Detecting Financial Statement Fraud: A Machine Learning Approach

Number of pages: 49 Posted: 12 Oct 2024
Mark Lokanan and Sana Ramzan
Royal Roads University and Royal Roads University
Downloads 595

Abstract:

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Fraud detection, Internal controls, COSO framework, machine learning, Deep learning, Financial reporting

2.

The Application of Machine Learning and Artificial Neural Networks Algorithms to Predict Financial Distress

Number of pages: 53 Posted: 16 Nov 2023
Mark Lokanan and Sana Ramzan
Royal Roads University and Royal Roads University
Downloads 244

Abstract:

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financial distress, Machine Learning, Artificial neural networks, Earnings manipulations, Audit

3.

Ai-Driven Detection of Industry-Specific Financial Fraud: A Theory-Informed Nlp Approach

Number of pages: 51 Posted: 12 Jul 2025
Mark Lokanan
Royal Roads University
Downloads 145

Abstract:

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natural language processing, Machine Learning, Deep learning, artificial intelligence, Fraud, Industry classification

4.

Predicting Money Laundering Sanctions Using Machine Learning Algorithms

Number of pages: 14 Posted: 08 Aug 2022
Mark Lokanan
Royal Roads University
Downloads 144

Abstract:

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Money laundering, Anti-money-laundering, machine learning, Sanctions, Basel