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Identifying Fraud An In Depth Guide


Identifying Fraud An In Depth Guide
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Fraud Analytics Using Descriptive Predictive And Social Network Techniques


Fraud Analytics Using Descriptive Predictive And Social Network Techniques
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Author : Bart Baesens
language : en
Publisher: John Wiley & Sons
Release Date : 2015-08-17

Fraud Analytics Using Descriptive Predictive And Social Network Techniques written by Bart Baesens and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-08-17 with Computers categories.


Detect fraud earlier to mitigate loss and prevent cascading damage Fraud Analytics Using Descriptive, Predictive, and Social Network Techniques is an authoritative guidebook for setting up a comprehensive fraud detection analytics solution. Early detection is a key factor in mitigating fraud damage, but it involves more specialized techniques than detecting fraud at the more advanced stages. This invaluable guide details both the theory and technical aspects of these techniques, and provides expert insight into streamlining implementation. Coverage includes data gathering, preprocessing, model building, and post-implementation, with comprehensive guidance on various learning techniques and the data types utilized by each. These techniques are effective for fraud detection across industry boundaries, including applications in insurance fraud, credit card fraud, anti-money laundering, healthcare fraud, telecommunications fraud, click fraud, tax evasion, and more, giving you a highly practical framework for fraud prevention. It is estimated that a typical organization loses about 5% of its revenue to fraud every year. More effective fraud detection is possible, and this book describes the various analytical techniques your organization must implement to put a stop to the revenue leak. Examine fraud patterns in historical data Utilize labeled, unlabeled, and networked data Detect fraud before the damage cascades Reduce losses, increase recovery, and tighten security The longer fraud is allowed to go on, the more harm it causes. It expands exponentially, sending ripples of damage throughout the organization, and becomes more and more complex to track, stop, and reverse. Fraud prevention relies on early and effective fraud detection, enabled by the techniques discussed here. Fraud Analytics Using Descriptive, Predictive, and Social Network Techniques helps you stop fraud in its tracks, and eliminate the opportunities for future occurrence.



Computer Aided Fraud Prevention And Detection


Computer Aided Fraud Prevention And Detection
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Author : David G. Coderre
language : en
Publisher:
Release Date : 2009

Computer Aided Fraud Prevention And Detection written by David G. Coderre and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009 with Auditing, Internal categories.


Using software to detect improper transactions are techniques that have grown in importance for fraud examiners. This book provides fraud examiners and auditors with step-by-step guidance on using data extraction and software to detect and prevent fraud. Its implementation guidance is supplemented by more than 60 case studies. Plus, it enables readers to use data to identify known and unknown symptoms of fraud. Auditors and fraud examiners will discover how to leverage data analysis as a powerful tool to detect and prevent fraud from occurring in any organization.



Expert Fraud Investigation


Expert Fraud Investigation
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Author : Tracy L. Coenen
language : en
Publisher: John Wiley & Sons
Release Date : 2009-02-09

Expert Fraud Investigation written by Tracy L. Coenen and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-02-09 with Business & Economics categories.


A fraud investigation is aimed at examining evidence to determine if a fraud occurred, how it happened, who was involved, and how much money was lost. Investigations occur in cases ranging from embezzlement, to falsification of financial statements, to suspicious insurance claims. Expert Fraud Investigation: A Step-by-Step Guide provides all the tools to conduct a fraud investigation, detailing when and how to investigate. This guide takes the professional from the point of opening an investigation, selecting a team, gathering data, and through the entire investigation process. Business executives, auditors, and security professionals will benefit from this book, and companies will find this a useful tool for fighting fraud within their own organizations.



The Complete Guide To Spotting Accounting Fraud Cover Ups


The Complete Guide To Spotting Accounting Fraud Cover Ups
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Author : Martha Maeda
language : en
Publisher: Atlantic Publishing Company
Release Date : 2010

The Complete Guide To Spotting Accounting Fraud Cover Ups written by Martha Maeda and has been published by Atlantic Publishing Company this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010 with Business & Economics categories.


In 2009, high-profile fraud cases like the Ponzi schemes of Bernard Madoff and Arthur Nadel vividly illustrated the harm done to investors who placed their trust in these apparently successful money managers and then discovered their money had never been invested at all. News stories featured 90-year-olds forced by necessity to work in supermarkets, elderly people losing their homes because their life savings were gone, and wealthy retirees suddenly unable to pay their electricity bills. Charities were forced to curtail their services, lay off staff, and even close their doors forever as their funds evaporated. Almost every day, there are stories in the media about dishonest employees who have robbed their organisations of hundreds of thousands of dollars. Not so well-publicised are the countless smaller thefts occurring every day from cash registers, warehouses, and business bank accounts. Sadly, the organisations that have the most to lose small businesses, family-run companies, churches, and charities are often the most vulnerable because of their size and inexperience. According to the Association of Certified Fraud Examiners, accounting fraud cost over $994 billion in 2008, and the average organisation lost 7 percent of its total revenue to fraud. How can you prevent this from happening to you as an investor, business owner, or a person attempting to acquire or merge with another firm? Read this book and you will be able to understand, detect, and avoid accounting fraud. You will learn how to identify fraud, how to spot minor abnormalities that may hide fraud, how to spot forgeries, and how to prove your case, as well as what to immediately suspect and methods for uncovering scams. You will know what signs to look for, including excessive turnover of lawyers and auditors, changing professionals in the middle of a transaction, inconsistent information, and significant declines in stock prices. In addition, you will know how to recognise the common manoeuvres, earnings manipulation, premature and fictitious revenue, overvalued assets, undervalued liabilities, bogus revenue, expenses that have been shifted to another period, overstating revenues, understating expenses, and the misuse and misdirecting of funds. This new book is filled with studies and discussions of fraud cases and how they could have been avoided, checklists for detecting accounts misdeeds, and advice from analysts, CFOs, and CPAs. This manual will be an indispensable aid for serious investors, industry pros, acquisition and merger managers, and small business owners alike. After reading this book you will no longer have to worry about accounting fraud and you can increase your company's profits.



Using Analytics To Detect Possible Fraud


Using Analytics To Detect Possible Fraud
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Author : Pamela S. Mantone
language : en
Publisher: John Wiley & Sons
Release Date : 2013-08-05

Using Analytics To Detect Possible Fraud written by Pamela S. Mantone and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-08-05 with Business & Economics categories.


Detailed tools and techniques for developing efficiency and effectiveness in forensic accounting Using Analytics to Detect Possible Fraud: Tools and Techniques is a practical overview of the first stage of forensic accounting, providing a common source of analytical techniques used for both efficiency and effectiveness in forensic accounting investigations. The book is written clearly so that those who do not have advanced mathematical skills will be able to understand the analytical tests and use the tests in a forensic accounting setting. It also includes case studies and visual techniques providing practical application of the analytical tests discussed. Shows how to develop both efficiency and effectiveness in forensic accounting Provides information in such a way that non-practitioners can easily understand Written in plain language: advanced mathematical skills are not required Features actual case studies using analytical tests Essential reading for every investor who wants to prevent financial fraud, Using Analytics to Detect Possible Fraud allows practitioners to focus on areas that require further investigative techniques and to unearth deceptive financial reporting before it's too late.



A Short Guide To Fraud Risk


A Short Guide To Fraud Risk
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Author : Helenne Doody
language : en
Publisher: Gower Publishing, Ltd.
Release Date : 2012-09-28

A Short Guide To Fraud Risk written by Helenne Doody and has been published by Gower Publishing, Ltd. this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-09-28 with Business & Economics categories.


A Short Guide to Fraud Risk is for: ∗ anyone who needs to better understand fraud risks, either company-wide, or in a specific business unit; ∗ directors and managers who would like to add value by building fraud resistance into their organization and to demonstrate to shareholders, regulators or other stakeholders that they are managing fraud risks, rather than just reacting to incidents; ∗ regulators, auditors and compliance professionals who need to assess the effectiveness of an organisation's fraud prevention measures. The book gives a concise but thorough introduction to the risk of fraud based on a six-element strategy. It includes practical steps to assess and treat fraud risks across an organisation, including those relating to executive directors. It also provides practical steps to develop fraud awareness across an organisation and how to implement an effective fraud detection and incident management program. The application of the principles is illustrated with example documents and numerous case studies aimed at assisting the reader to implement either individual elements or a complete fraud risk management strategy.



Fraud Analytics


Fraud Analytics
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Author : Delena D. Spann
language : en
Publisher: John Wiley & Sons
Release Date : 2014-07-22

Fraud Analytics written by Delena D. Spann and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-07-22 with Business & Economics categories.


Proven guidance for expertly using analytics in fraud examinations, financial analysis, auditing and fraud prevention Fraud Analytics thoroughly reveals the elements of analysis that are used in today's fraud examinations, fraud investigations, and financial crime investigations. This valuable resource reviews the types of analysis that should be considered prior to beginning an investigation and explains how to optimally use data mining techniques to detect fraud. Packed with examples and sample cases illustrating pertinent concepts in practice, this book also explores the two major data analytics providers: ACL and IDEA. Looks at elements of analysis used in today's fraud examinations Reveals how to use data mining (fraud analytic) techniques to detect fraud Examines ACL and IDEA as indispensable tools for fraud detection Includes an abundance of sample cases and examples Written by Delena D Spann, Board of Regent (Emeritus) for the Association of Certified Fraud Examiners (ACFE), who currently serves as Advisory Board Member of the Association of Certified Fraud Examiners, Board Member of the Education Task Force of the Association of Certified Anti-Money Laundering Specialists ASIS International (Economic Crime Council) and Advisory Board Member of the Robert Morris University (School of Business), Fraud Analytics equips you with authoritative fraud analysis techniques you can put to use right away.



How To Find Fraud And Corruption


How To Find Fraud And Corruption
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Author : Nigel Iyer
language : en
Publisher: Routledge
Release Date : 2019-11-01

How To Find Fraud And Corruption written by Nigel Iyer and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-11-01 with Business & Economics categories.


In a typical working environment in which 'fraud and corruption' is as normal as a headache or as common as a cold, everyone in the organization has a role to play in finding and deterring fraudsters. Despite universal acknowledgement that these things may be illegal but still prevalent, managers still treat them as 'someone else's problem' or 'something that happens to other businesses, not ours’. This book shows, in simple terms, how everybody can become a successful fraud detective. A series of proven and easy-to-follow recipes show how to find the tell-tale signs of fraud and corruption and work with colleagues to deal with fraud smartly, keeping the organization you work for healthy and clean. The skills taught in this book are based on over 25 years’ experience of successfully finding and dealing with fraud and corruption, all around the world. How to Find Fraud and Corruption offers wayfinding techniques for identifying and recognizing common frauds such as: suppliers who charge too much; sharp business partners and consultants who are taking you for a ride; customers who take but prefer not to pay. It also shows how to spot and unravel more complex but equally serious and common frauds: hidden connections to dirty money centres (the illegitimate side of tax havens); bribes paid as a shortcut to get business; creative numbers fraud (inflation of sales figures or suppression of costs); conflicts of interest involving individuals inside or outside the business. The final chapter is a short story (based on a real case) which illustrates a fraud detective’s challenges, whether they are a reluctant whistleblower, someone who cannot turn a blind eye even if they would prefer to, or even the accused. Accessible and practical, this book is for everyone who wants to stop fraud, including those working in accounting and finance, management, specialist functions, such as audit, compliance and security, and anyone else who aspires to be a fraud detective and stop fraud and corruption.



Healthcare Fraud


Healthcare Fraud
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Author : Rebecca S. Busch
language : en
Publisher: John Wiley & Sons
Release Date : 2012-05-01

Healthcare Fraud written by Rebecca S. Busch and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-05-01 with Business & Economics categories.


An invaluable tool equipping healthcare professionals, auditors, and investigators to detect every kind of healthcare fraud According to private and public estimates, billions of dollars are lost per hour to healthcare waste, fraud, and abuse. A must-have reference for auditors, fraud investigators, and healthcare managers, Healthcare Fraud, Second Edition provides tips and techniques to help you spot—and prevent—the "red flags" of fraudulent activity within your organization. Eminently readable, it is your "go-to" resource, equipping you with the necessary skills to look for and deal with potential fraudulent situations. Includes new chapters on primary healthcare, secondary healthcare, information/data management and privacy, damages/risk management, and transparency Offers comprehensive guidance on auditing and fraud detection for healthcare providers and company healthcare plans Examines the necessary background that internal auditors should have when auditing healthcare activities Managing the risks in healthcare fraud requires an understanding of how the healthcare system works and where the key risk areas are. With health records now all being converted to electronic form, the key risk areas and audit process are changing. Read Healthcare Fraud, Second Edition and get the valuable guidance you need to help combat this critical problem.



Fraud Prevention And Detection


Fraud Prevention And Detection
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Author : Rodney T. Stamler
language : en
Publisher: CRC Press
Release Date : 2014-03-12

Fraud Prevention And Detection written by Rodney T. Stamler and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-03-12 with Business & Economics categories.


Lessons can be learned from major fraud cases. Whether the victim is a company, public agency, nonprofit, foundation, or charity, there is a high likelihood that many of these frauds could have been prevented or detected sooner if early Red Flag warning signs had been identified and acted upon. Fraud Prevention and Detection: Warning Signs and the