Fraud Prevention Techniques

Download Fraud Prevention Techniques full books in PDF, epub, and Kindle. Read online Fraud Prevention Techniques ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads. We cannot guarantee that every ebooks is available!

Fraud Analytics Using Descriptive, Predictive, and Social Network Techniques

Author : Bart Baesens
Publisher : John Wiley & Sons
ISBN 13 : 1119133122
Total Pages : 406 pages
Book Rating : 4.1/5 (191 download)

DOWNLOAD NOW!

Book Synopsis Fraud Analytics Using Descriptive, Predictive, and Social Network Techniques by : Bart Baesens

Download or read book Fraud Analytics Using Descriptive, Predictive, and Social Network Techniques written by Bart Baesens and published by John Wiley & Sons. This book was released on 2015-08-17 with total page 406 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author : David Coderre
Publisher : John Wiley & Sons
ISBN 13 : 0470451610
Total Pages : 374 pages
Book Rating : 4.4/5 (74 download)

DOWNLOAD NOW!

Book Synopsis Computer Aided Fraud Prevention and Detection by : David Coderre

Download or read book Computer Aided Fraud Prevention and Detection written by David Coderre and published by John Wiley & Sons. This book was released on 2009-03-17 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt: Praise for Computer-Aided Fraud Prevention and Detection: A Step-by-Step Guide "A wonderful desktop reference for anyone trying to move from traditional auditing to integrated auditing. The numerous case studies make it easy to understand and provide a how-to for those?seeking to implement automated tools including continuous assurance. Whether you are just starting down the path or well on your way, it is a valuable resource." -Kate M. Head, CPA, CFE, CISA Associate Director, Audit and Compliance University of South Florida "I have been fortunate enough to learn from Dave's work over the last fifteen years, and this publication is no exception. Using his twenty-plus years of experience, Dave walks through every aspect of detecting fraud with a computer from the genesis of the act to the mining of data for its traces and its ultimate detection. A complete text that first explains how one prevents and detects fraud regardless of technology and then shows how by automating such procedures, the examiners' powers become superhuman." -Richard B. Lanza, President, Cash Recovery Partners, LLC "Computer-Aided Fraud Prevention and Detection: A Step-by-Step Guide helps management and auditors answer T. S. Eliot's timeless question, 'Where is the knowledge lost in information?' Data analysis provides a means to mine the knowledge hidden in our information. Dave Coderre has long been a leader in educating auditors and others about Computer Assisted Audit Techniques. The book combines practical approaches with unique data analysis case examples that compel the readers to try the techniques themselves." -Courtenay Thompson Jr. Consultant, Courtenay Thompson & Associates

Fraud Prevention Techniques for Credit Card Fraud

Author : David A. Montague
Publisher : Trafford Publishing
ISBN 13 : 1412014603
Total Pages : 218 pages
Book Rating : 4.4/5 (12 download)

DOWNLOAD NOW!

Book Synopsis Fraud Prevention Techniques for Credit Card Fraud by : David A. Montague

Download or read book Fraud Prevention Techniques for Credit Card Fraud written by David A. Montague and published by Trafford Publishing. This book was released on 2004 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fraud is nothing new to the merchant. Since the beginning of time, man has always looked for the opportunity to defraud others - to gain goods or services without making payment. For the credit card industry, fraud is a part of doing business, and is something that is always a challenge. The merchants that are the best at preventing fraud are the ones that can adapt to change quickly. This book is written to provide information about how to prevent credit card fraud in the card-not-present space (mail order, telephone order, e-commerce). This book is meant to be an introduction to combating fraud, providing the basic concepts around credit card payment, the ways fraud is perpetrated, along with write ups that define and provide best practices on the use of 32 fraud-prevention techniques. 32 Detailed Fraud Prevention Techniques How to catch the Chameleon on the web Top 10 rules to prevent credit card fraud Understand common fraud schemes The one Fraud Prevention Technique no merchant can afford not to do Details on over 40 Vendors that sell fraud prevention tools and services, along with how to build it in-house Learn the anatomy of a Fraud Prevention Strategy

Fraud 101

Author : Stephen Pedneault
Publisher : John Wiley & Sons
ISBN 13 : 047048196X
Total Pages : 262 pages
Book Rating : 4.4/5 (74 download)

DOWNLOAD NOW!

Book Synopsis Fraud 101 by : Stephen Pedneault

Download or read book Fraud 101 written by Stephen Pedneault and published by John Wiley & Sons. This book was released on 2009-09-22 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt: A straightforward guide explaining the nature of financial fraud Fraud continues to be one of the fastest growing and most costly crimes in the United States and around the world. The more an organization can learn about fraud in general and the potential fraud risks that threaten the financial stability of the organization's cash flow, the better that organization will be equipped to design and implement measures to prevent schemes from occurring in the first place. Fraud 101, Third Edition serves as an enlightening tool for you, whether you are a business owner or manager, an accountant, auditor or college student who needs to learn about the nature of fraud. In this invaluable guide, you will discover and better understand the inner workings of numerous financial schemes and internal controls to increase your awareness and possibly prevent fraud from destroying your organization's financial stability. It offers guidance, understanding, and new, real-world case studies on the major types of fraud, including An understanding of why fraud is committed An overview of financial fraud schemes White-collar crime Uncovering employee embezzlements Establishing internal fraud controls The nature of collecting evidence With case studies included throughout the book to gain insight to the real world of fraud, Fraud 101, Third Edition describes the features of fraud and then provides proven methods of prevention, as well as solutions to expose different types of fraud.

Fraud Prevention Techniques

Author : David A. Montague
Publisher :
ISBN 13 : 1412218160
Total Pages : pages
Book Rating : 4.4/5 (122 download)

DOWNLOAD NOW!

Book Synopsis Fraud Prevention Techniques by : David A. Montague

Download or read book Fraud Prevention Techniques written by David A. Montague and published by . This book was released on 2004-08-26 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Fraud is nothing new to the merchant. Since the beginning of time, man has always looked for the opportunity to defraud others - to gain goods or services without making payment. For the credit card industry, fraud is a part of doing business, and is something that is always a challenge. The merchants that are the best at preventing fraud are the ones that can adapt to change quickly. This book is written to provide information about how to prevent credit card fraud in the card-not-present space (mail order, telephone order, e-commerce). This book is meant to be an introduction to combating fraud, providing the basic concepts around credit card payment, the ways fraud is perpetrated, along with write ups that define and provide best practices on the use of 32 fraud-prevention techniques. 32 Detailed Fraud Prevention Techniques How to catch the Chameleon on the web Top 10 rules to prevent credit card fraud Understand common fraud schemes The one Fraud Prevention Technique no merchant can afford not to do Details on over 40 Vendors that sell fraud prevention tools and services, along with how to build it in-house Learn the anatomy of a Fraud Prevention Strategy

Fraud Analytics Using Descriptive, Predictive, and Social Network Techniques

Author : Bart Baesens
Publisher : John Wiley & Sons
ISBN 13 : 1119146828
Total Pages : 400 pages
Book Rating : 4.1/5 (191 download)

DOWNLOAD NOW!

Book Synopsis Fraud Analytics Using Descriptive, Predictive, and Social Network Techniques by : Bart Baesens

Download or read book Fraud Analytics Using Descriptive, Predictive, and Social Network Techniques written by Bart Baesens and published by John Wiley & Sons. This book was released on 2015-07-27 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Fraud and Fraud Detection, + Website

Author : Sunder Gee
Publisher : John Wiley & Sons
ISBN 13 : 1118779657
Total Pages : 358 pages
Book Rating : 4.1/5 (187 download)

DOWNLOAD NOW!

Book Synopsis Fraud and Fraud Detection, + Website by : Sunder Gee

Download or read book Fraud and Fraud Detection, + Website written by Sunder Gee and published by John Wiley & Sons. This book was released on 2014-12-03 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: Detect fraud faster—no matter how well hidden—with IDEA automation Fraud and Fraud Detection takes an advanced approach to fraud management, providing step-by-step guidance on automating detection and forensics using CaseWare's IDEA software. The book begins by reviewing the major types of fraud, then details the specific computerized tests that can detect them. Readers will learn to use complex data analysis techniques, including automation scripts, allowing easier and more sensitive detection of anomalies that require further review. The companion website provides access to a demo version of IDEA, along with sample scripts that allow readers to immediately test the procedures from the book. Business systems' electronic databases have grown tremendously with the rise of big data, and will continue to increase at significant rates. Fraudulent transactions are easily hidden in these enormous datasets, but Fraud and Fraud Detection helps readers gain the data analytics skills that can bring these anomalies to light. Step-by-step instruction and practical advice provide the specific abilities that will enhance the audit and investigation process. Readers will learn to: Understand the different areas of fraud and their specific detection methods Identify anomalies and risk areas using computerized techniques Develop a step-by-step plan for detecting fraud through data analytics Utilize IDEA software to automate detection and identification procedures The delineation of detection techniques for each type of fraud makes this book a must-have for students and new fraud prevention professionals, and the step-by-step guidance to automation and complex analytics will prove useful for even experienced examiners. With datasets growing exponentially, increasing both the speed and sensitivity of detection helps fraud professionals stay ahead of the game. Fraud and Fraud Detection is a guide to more efficient, more effective fraud identification.

Essentials of Online payment Security and Fraud Prevention

Author : David A. Montague
Publisher : John Wiley & Sons
ISBN 13 : 0470915145
Total Pages : 304 pages
Book Rating : 4.4/5 (79 download)

DOWNLOAD NOW!

Book Synopsis Essentials of Online payment Security and Fraud Prevention by : David A. Montague

Download or read book Essentials of Online payment Security and Fraud Prevention written by David A. Montague and published by John Wiley & Sons. This book was released on 2010-11-05 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: Essential guidance for preventing fraud in the card-not-present (CNP) space This book focuses on the prevention of fraud for the card-not-present transaction. The payment process, fraud schemes, and fraud techniques will all focus on these types of transactions ahead. Reveals the top 45 fraud prevention techniques Uniquely focuses on eCommerce fraud essentials Provides the basic concepts around CNP payments and the ways fraud is perpetrated If you do business online, you know fraud is a part of doing business. Essentials of On-line Payment Security and Fraud Prevention equips you to prevent fraud in the CNP space.

Detecting Fraud in Organizations

Author : Joseph R. Petrucelli
Publisher : John Wiley & Sons
ISBN 13 : 1118103149
Total Pages : 390 pages
Book Rating : 4.1/5 (181 download)

DOWNLOAD NOW!

Book Synopsis Detecting Fraud in Organizations by : Joseph R. Petrucelli

Download or read book Detecting Fraud in Organizations written by Joseph R. Petrucelli and published by John Wiley & Sons. This book was released on 2013-01-29 with total page 390 pages. Available in PDF, EPUB and Kindle. Book excerpt: A savvy examination of where people and value meet, creating the opportunity for fraud An essential reference for all business professionals, Detecting Fraud in Organizations: Techniques, Tools, and Resources explains the process of how people commit fraud, as well as how to prevent and stop fraud from occurring in your organization. Organized by business processes which succinctly describe how fraud manifests itself on a daily basis, the authors explain ways in which everyone can help guard against fraud by familiarizing themselves with its building blocks and methods used to perpetrate and conceal it. Filled with situational examples the book is accompanied by a website featuring fraud simulations, business process maps, and other useful tools for combating fraud. Focuses on the people who perpetrate fraud and those who are tasked with preventing and detecting it Uniquely organized by business processes for more relevance and easier understanding by those people working within organizations Shows how subtle factors play a large role in identifying and ferreting out fraud in addition to the traditional knowledge of fraud schemes giving people and organizations the edge they need to be successful in prevention and deterrence Companion website includes additional fraud simulations, business process maps, and useful tools The price of fraud can be devastating to your business. Detecting Fraud in Organizations: Techniques, Tools, and Resources equips you and others in your organization with essential information and tools necessary to proactively catch fraud, reduce losses, improve efficiencies and develop actionable controls.

Fraud Prevention in Online Digital Advertising

Author : Xingquan Zhu
Publisher : Springer
ISBN 13 : 3319567934
Total Pages : 54 pages
Book Rating : 4.3/5 (195 download)

DOWNLOAD NOW!

Book Synopsis Fraud Prevention in Online Digital Advertising by : Xingquan Zhu

Download or read book Fraud Prevention in Online Digital Advertising written by Xingquan Zhu and published by Springer. This book was released on 2017-06-08 with total page 54 pages. Available in PDF, EPUB and Kindle. Book excerpt: The authors systematically review methods of online digital advertising (ad) fraud and the techniques to prevent and defeat such fraud in this brief. The authors categorize ad fraud into three major categories, including (1) placement fraud, (2) traffic fraud, and (3) action fraud. It summarizes major features of each type of fraud, and also outlines measures and resources to detect each type of fraud. This brief provides a comprehensive guideline to help researchers understand the state-of-the-art in ad fraud detection. It also serves as a technical reference for industry to design new techniques and solutions to win the battle against fraud.

The Small Business Fraud Prevention Manual

Author :
Publisher :
ISBN 13 : 9781889277356
Total Pages : 265 pages
Book Rating : 4.2/5 (773 download)

DOWNLOAD NOW!

Book Synopsis The Small Business Fraud Prevention Manual by :

Download or read book The Small Business Fraud Prevention Manual written by and published by . This book was released on 2002 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Small business owners and managers cannot afford losses due to fraud, yet many of these types of businesses are the most common victims. The ACFE's Small Business Fraud Prevention Manual provides information on the most common internal and external fraud schemes committed by customers, employees and vendors against small businesses as well as tips on how to prevent these schemes from happening to you." -- Back cover.

Anti-Fraud Risk and Control Workbook

Author : Peter Goldmann
Publisher : John Wiley & Sons
ISBN 13 : 0470524944
Total Pages : 192 pages
Book Rating : 4.4/5 (75 download)

DOWNLOAD NOW!

Book Synopsis Anti-Fraud Risk and Control Workbook by : Peter Goldmann

Download or read book Anti-Fraud Risk and Control Workbook written by Peter Goldmann and published by John Wiley & Sons. This book was released on 2009-07-17 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt: How to measure your organization's fraud risks Detecting fraud before it's too late Little-known frauds that cause major losses Simple but powerful anti-fraud controls Proven guidance for fraud detection and prevention in a practical workbook format An excellent primer for developing and implementing an anti-fraud program, Anti-Fraud Risk and Control Workbook engages readers in an absorbing self- paced learning experience to develop familiarity with the practical aspects of fraud detection and prevention. Whether you are an internal or external auditor, accountant, senior financial executive, accounts payable professional, credit manager, or financial services manager, this invaluable resource provides you with timely discussion on: Why no organization is immune to fraud The human element of fraud Internal fraud at employee and management levels Conducting a successful fraud risk assessment Basic fraud detection tools and techniques Advanced fraud detection tools and techniques Written by a recognized expert in the field of fraud detection and prevention, this effective workbook is filled with interactive exercises, case studies, and chapter quizzes and shares industry-tested methods for detecting, preventing, and reporting fraud. Discover how to become more effective in protecting your organization against financial fraud with the essential techniques and tools in Anti-Fraud Risk and Control Workbook.

The Psychology of Fraud, Persuasion and Scam Techniques

Author : Martina Dove
Publisher : Routledge
ISBN 13 : 1000334023
Total Pages : 211 pages
Book Rating : 4.0/5 (3 download)

DOWNLOAD NOW!

Book Synopsis The Psychology of Fraud, Persuasion and Scam Techniques by : Martina Dove

Download or read book The Psychology of Fraud, Persuasion and Scam Techniques written by Martina Dove and published by Routledge. This book was released on 2020-12-29 with total page 211 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Psychology of Fraud, Persuasion and Scam Techniques provides an in-depth explanation of not only why we fall for scams and how fraudsters use technology and other techniques to manipulate others, but also why fraud prevention advice is not always effective. Starting with how fraud victimisation is perceived by society and why fraud is underreported, the book explores the different types of fraud and the human and demographic factors that make us vulnerable. It explains how fraud has become increasingly sophisticated and how fraudsters use communication, deception and theories of rationality, cognition and judgmental heuristics, as well as specific persuasion and scam techniques, to encourage compliance. Covering frauds including romance scams and phishing attacks such as advance fee frauds and so-called miracle cures, the book explores ways we can learn to spot scams and persuasive communication, with checklists and advice for reflection and protection. Featuring a set of practical guidelines to reduce fraud vulnerability, advice on how to effectively report fraud and educative case studies and examples, this easy-to-read, instructive book is essential reading for fraud prevention specialists, fraud victims and academics and students interested in the psychology of fraud.

Fraud Analytics

Author : Delena D. Spann
Publisher : John Wiley & Sons
ISBN 13 : 1118282736
Total Pages : 176 pages
Book Rating : 4.1/5 (182 download)

DOWNLOAD NOW!

Book Synopsis Fraud Analytics by : Delena D. Spann

Download or read book Fraud Analytics written by Delena D. Spann and published by John Wiley & Sons. This book was released on 2014-07-22 with total page 176 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Financial Statement Fraud

Author : Zabihollah Rezaee
Publisher : John Wiley & Sons
ISBN 13 : 9780470543238
Total Pages : 352 pages
Book Rating : 4.5/5 (432 download)

DOWNLOAD NOW!

Book Synopsis Financial Statement Fraud by : Zabihollah Rezaee

Download or read book Financial Statement Fraud written by Zabihollah Rezaee and published by John Wiley & Sons. This book was released on 2009-09-11 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: Practical examples, sample reports, best practices and recommendations to help you deter, detect, and prevent financial statement fraud Financial statement fraud (FSF) continues to be a major challenge for organizations worldwide. Financial Statement Fraud: Prevention and Detection, Second Edition is a superior reference providing you with an up-to-date understanding of financial statement fraud, including its deterrence, prevention, and early detection. You will find A clear description of roles and responsibilities of all those involved in corporate governance and the financial reporting process to improve the quality, reliability and transparency of financial information. Sample reports, examples, and documents that promote a real-world understanding of incentives, opportunities, and rationalizations Emerging corporate governance reforms in the post-SOX era, including provisions of the SOX Act, global regulations and best practices, ethical considerations, and corporate governance principles Practical examples and real-world "how did this happen" discussions that provide valuable insight for corporate directors and executives, auditors, managers, supervisory personnel and other professionals saddled with anti-fraud responsibilities Expert advice from the author of Corporate Governance and Ethics and coauthor of the forthcoming Wiley textbook, White Collar Crime, Fraud Examination and Financial Forensics Financial Statement Fraud, Second Edition contains recommendations from the SEC Advisory Committee to reduce the complexity of the financial reporting process and improving the quality of financial reports.

Using Analytics to Detect Possible Fraud

Author : Pamela S. Mantone
Publisher : John Wiley & Sons
ISBN 13 : 1118715985
Total Pages : 368 pages
Book Rating : 4.1/5 (187 download)

DOWNLOAD NOW!

Book Synopsis Using Analytics to Detect Possible Fraud by : Pamela S. Mantone

Download or read book Using Analytics to Detect Possible Fraud written by Pamela S. Mantone and published by John Wiley & Sons. This book was released on 2013-07-16 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Machine Learning Applications for Accounting Disclosure and Fraud Detection

Author : Papadakis, Stylianos
Publisher : IGI Global
ISBN 13 : 179984806X
Total Pages : 270 pages
Book Rating : 4.7/5 (998 download)

DOWNLOAD NOW!

Book Synopsis Machine Learning Applications for Accounting Disclosure and Fraud Detection by : Papadakis, Stylianos

Download or read book Machine Learning Applications for Accounting Disclosure and Fraud Detection written by Papadakis, Stylianos and published by IGI Global. This book was released on 2020-10-02 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: The prediction of the valuation of the “quality” of firm accounting disclosure is an emerging economic problem that has not been adequately analyzed in the relevant economic literature. While there are a plethora of machine learning methods and algorithms that have been implemented in recent years in the field of economics that aim at creating predictive models for detecting business failure, only a small amount of literature is provided towards the prediction of the “actual” financial performance of the business activity. Machine Learning Applications for Accounting Disclosure and Fraud Detection is a crucial reference work that uses machine learning techniques in accounting disclosure and identifies methodological aspects revealing the deployment of fraudulent behavior and fraud detection in the corporate environment. The book applies machine learning models to identify “quality” characteristics in corporate accounting disclosure, proposing specific tools for detecting core business fraud characteristics. Covering topics that include data mining; fraud governance, detection, and prevention; and internal auditing, this book is essential for accountants, auditors, managers, fraud detection experts, forensic accountants, financial accountants, IT specialists, corporate finance experts, business analysts, academicians, researchers, and students.