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Financial statement fraud detection: An analysis of statistical and machine learning algorithms
J Perols - Auditing: A Journal of Practice & Theory, 2011 - publications.aaahq.org
This study compares the performance of six popular statistical and machine learning models
in detecting financial statement fraud under different assumptions of misclassification costs …
in detecting financial statement fraud under different assumptions of misclassification costs …
The relation between earnings management and financial statement fraud
This paper provides new evidence on the characteristics of firms that commit financial
statement fraud. We examine how previous earnings management impacts the likelihood …
statement fraud. We examine how previous earnings management impacts the likelihood …
Accountants' perceptions regarding fraud detection and prevention methods
Purpose–The purpose of this study is to examine the extent to which accountants, internal
auditors, and certified fraud examiners use fraud prevention and detection methods, and …
auditors, and certified fraud examiners use fraud prevention and detection methods, and …
Financial statement fraud: Some lessons from US and European case studies
NM Brennan, M McGrath - Australian accounting review, 2007 - Wiley Online Library
This paper studies 14 companies that were subject to an official investigation arising from
the publication of fraudulent financial statements. The research found senior management to …
the publication of fraudulent financial statements. The research found senior management to …
[PDF][PDF] An historical perspective on fraud detection: From bankruptcy models to most effective indicators of fraud in recent incidents
BACKGROUND Following the recommendation of the Committee of Sponsoring
Organizations, consideration of internal control has become part of the audit with the …
Organizations, consideration of internal control has become part of the audit with the …
[PDF][PDF] Detecting earning management and earning manipulation in BRIC countries; a panel data analysis for post global financial crisis period
A Shahzad - International Journal of Accounting Research, 2016 - researchgate.net
The financial statement tells us a story, on this how much we can trust on it. This issue
represents Earning Quality, covers two things one is earning management and second is …
represents Earning Quality, covers two things one is earning management and second is …
Iranian accountants conception of the prevention methods of fraud and offering some recommendations to reduce fraud in Iran
M Ramazani, H Rafiei Atani - Global Journal of Management and …, 2010 - papers.ssrn.com
The purpose of this study is to examine the extent to which accountants, internal auditors,
and certified fraud examiners use fraud prevention and detection methods, and their …
and certified fraud examiners use fraud prevention and detection methods, and their …
Effective Use of Integrated Decision Making: An Advanced Technology Model for Evaluating Fraud in Service‐Based Computer and Technology Firms
Most fraud‐detection models developed to date require the use of private information and
focus on companies primarily in retail and manufacturing industries. In the wake of recent …
focus on companies primarily in retail and manufacturing industries. In the wake of recent …
Financial statement fraud: US and Chinese case studies
This research aims to compare financial statement fraud in China and the USA. This
research conducted data analyses from 20 companies between 2016 and 2020, specifically …
research conducted data analyses from 20 companies between 2016 and 2020, specifically …
Fraudulent financial reporting: Corporate behavior of Chinese listed companies
J Zhu, SS Gao - Accounting in Asia, 2011 - emerald.com
Purpose–This study investigates the nature, types, and methods of fraudulent financial
reporting committed by Chinese listed companies with a view to understanding corporate …
reporting committed by Chinese listed companies with a view to understanding corporate …