Theorizing financial crimes as moral actions

M Lokanan - European Accounting Review, 2018 - Taylor & Francis
The paper maintains that all acts of financial crimes can be explained within a general
theory of moral action and analyzed as such. In this regard, the paper presents such a theory …

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 …

[HTML][HTML] The tinder swindler: Analyzing public sentiments of romance fraud using machine learning and artificial intelligence

ME Lokanan - Journal of Economic Criminology, 2023 - Elsevier
Abstract The Tinder Swindler is a Netflix documentary that documents the stories of three
women who were swindled of their life savings by a man, Simon Leviev (" Leviev"), who …

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 …

Know Your Clients' behaviours: a cluster analysis of financial transactions

JRJ Thompson, L Feng, RM Reesor… - Journal of Risk and …, 2021 - mdpi.com
In Canada, financial advisors and dealers are required by provincial securities commissions
and self-regulatory organizations—charged with direct regulation over investment dealers …

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 …

Self-regulation and compliance enforcement practices by the Investment Dealers Association in Canada: 1984 to 2008

M Lokanan - Journal of Financial Regulation and Compliance, 2017 - emerald.com
Purpose This paper aims to examine the enforcement practices of the Investment Dealers
Association of Canada (IDA) and argue that self-regulation simply does not work in the …

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 …

From IDA to IIROC: Has self‐regulation in the Canadian investment industry evolved?

M Lokanan, K Sharma - Canadian Public Administration, 2023 - Wiley Online Library
This article analyzes the enforcement practices of the Investment Industry Regulatory
Organization of Canada (IIROC) and compares them with its predecessor, the Investment …

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 …