School 6-1-2008 Detecting financial statement fraud: Three essays on fraud predictors‚ multi-classifier combination and fraud detection using data mining Johan L. Perols University of South Florida Follow this and additional works at: http://scholarcommons.usf.edu/etd Part of the American Studies Commons Scholar Commons Citation Perols‚ Johan L.‚ "Detecting financial statement fraud: Three essays on fraud predictors‚ multi-classifier combination and fraud detection using data mining" (2008). Graduate
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must remain ethically cautious to circumvent falling into such a trap. Accountants need to be educated on what forms of financial statements frauds can be committed and ways to prevent financial statement fraud. A strong system of internal controls helps companies deter employees from committing fraud. Financial Statement Fraud Categories Financial statement fraud is deliberate misrepresentation‚ misstatement or omission of financial statement data for the purpose of misleading the reader and creating
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Fraud in the Business World Sean P. Dixon Business 670: Legal Environment Instructor: Jennifer Stephens April 4‚ 2011 Abstract Americans lose hundreds of millions of dollars each year to fraud. Billions more are lost world-wide to con artists touting the next great investment idea‚ guaranteed loans and diets that can ’t fail. These con artists do not discriminate between the rich and poor‚ the young and old‚ nationality or race. They target the well-educated‚ so-called smart individuals
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Computer and Information Science; Vol. 7‚ No. 2; 2014 ISSN 1913-8989 E-ISSN 1913-8997 Published by Canadian Center of Science and Education A Fraud Detection System Based on Anomaly Intrusion Detection Systems for E-Commerce Applications Daniel Massa1 & Raul Valverde2 1 Information Technology and Services‚ Betsson‚ Malta 2 John Molson School of Business‚ Concordia University‚ Montreal‚ Canada Correspondence: Raul Valverde‚ John Molson School of Business‚ Concordia University‚ Montreal‚ QC.‚
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Abstract A fraud is an act of deceiving others for personal gain but is not usually followed by a crime. The symptoms of fraud or the red flags help understand the slight difference between a corporate fraud and a corporate crime. The continual financial frauds leading to corporate collapse and the failure of the statutory audit to detect and prevent fraudulent activities of the perpetrators lead investors and the firms and individuals to suffer. This contributed to the increased need for investigating
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Credit Cards Fraud Nowadays‚ computer technology is growing bigger and bigger. This tremendous and powerful improvement has its good and bad connotations. Credit cards are one popular invention of the computer era. According to www.1stamericancardservice.com‚ a credit card is a plastic card bearing an account number assigned to a cardholder with a credit limit that can be used to purchase goods and services and to obtain cash disbursements on credit‚ for
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newspapers are filled with stories of fraud and financial shenanigans. It has become daily occurrence that frauds of high profile cases break out and become headlines. Case after case has become routine. The shocking publicized financial scandals have shaken the underpinnings of our economic system. In the recent years there is enormous increase in occupational fraud. We have witnessed that our national enterprises have disclosed millions of rupees in financial fraud. Millions of rupees of public money
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Freddie Mac Fraud Thanaphan Darnsomboon PME604 Project Financial Management National University December 18‚ 2012 Freddie Mac Fraud The definition of fraud is “an intentional deception or deceit‚ perpetrated for profit or to gain some unfair or dishonest advantage” (dictionary.com). Fraud is a breach of law and can be punishable by law. Mortgage fraud is one of the financial crimes where a company materially misrepresents or omits information on its mortgage loan documentation in order to
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Organizational Responsibility and Current Health Care Issues Paper - Health Care Fraud Roberta Roelofs HCS / 545 November 17‚ 2014 Michael Grossman Health care fraud is a current health care issue throughout the health care industry from hospitals to home care services. “The National Health Care Anti-Fraud Association (NHCAA) estimates that health care fraud accounts for at least three‚ but as much as ten percent of total health care expenditures”(Hubbell‚ 2006). Health care organizations
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May 2011 pp. 19–50 American Accounting Association DOI: 10.2308/ajpt-50009 Financial Statement Fraud Detection: An Analysis of Statistical and Machine Learning Algorithms Johan Perols SUMMARY: This study compares the performance of six popular statistical and machine learning models in detecting financial statement fraud under different assumptions of misclassification costs and ratios of fraud firms to nonfraud firms. The results show‚ somewhat surprisingly‚ that logistic regression and support
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