[HTML][HTML] Fraud prediction using machine learning: The case of investment advisors in Canada

ME Lokanan, K Sharma - Machine Learning with Applications, 2022 - Elsevier
The paper contributes to a growing body of empirical work on regulatory technology by
proposing machine learning models to detect fraud in financial markets. The recent spate of …

Predicting fraud victimization using classical machine learning

M Lokanan, S Liu - Entropy, 2021 - mdpi.com
Protecting financial consumers from investment fraud has been a recurring problem in
Canada. The purpose of this paper is to predict the demographic characteristics of investors …

The determinants of investment fraud: A machine learning and artificial intelligence approach

M Lokanan - Frontiers in Big Data, 2022 - frontiersin.org
Investment fraud continues to be a severe problem in the Canadian securities industry. This
paper aims to employ machine learning algorithms and artificial neural networks (ANN) to …

Incorporating machine learning in dispute resolution and settlement process for financial fraud

ME Lokanan - Journal of Computational Social Science, 2023 - Springer
This paper aims to classify disciplinary hearings into two types (settlement and contested).
The objective is to employ binary machine learning classifier algorithms to predict the …

The demographic profile of victims of investment fraud: an update

ME Lokanan, S Liu - Journal of Financial Crime, 2021 - emerald.com
Purpose This study aims to examine the demographic factors of investors, contributing to
financial victimization that occurs in Canada from June of 2008 to December of 2019 …

An update on self-regulation in the Canadian securities industry (2009-2016) Funnel in, funnel out and funnel away

M Lokanan - Journal of Financial Regulation and Compliance, 2019 - emerald.com
Purpose This paper aims to analyze the processing of complaints against investment
advisors and Member firms through the Investment Industry Regulatory Organization of …

Regulatory capture of regulators: the case of the investment dealers association of Canada

M Lokanan - International Journal of Public Administration, 2018 - Taylor & Francis
This study employed Stilger's (1971) capture theory to investigate whether the Investment
Dealers Association (IDA) of Canada experienced regulatory capture by weak enforcement …

The impact of public scrutiny on executive compensation

AG Carrothers - Journal of Financial Regulation and Compliance, 2019 - emerald.com
Purpose This paper aims to examine the impact of public scrutiny on chief executive officer
(CEO) compensation at Standard & Poor's (S&P) 500 firms. Design/methodology/approach …

Restorative Justice: Application to Corporate Fraud

M Lokanan - New Approaches to CSR, Sustainability and …, 2022 - Springer
The paper argues for a restorative justice approach to corporate fraud. Drawing from the
restorative justice and crime control literature, the paper argues that given the nature of …

A Review of Trends and Prevention Strategies for Mortgage Income Fraud in the Canadian Market

M Lokanan, NV Yeldandi - The AI Revolution: Driving Business Innovation …, 2024 - Springer
This study reviews trends and prevention strategies for mortgage income fraud in Canada's
housing market. It examines fraudulent practices in mortgage applications, assesses …