Machine Learning Applications for Accounting Disclosure and Fraud Detection

Released on by Papadakis, Stylianos
preview-18

  • Machine Learning Applications for Accounting Disclosure and Fraud Detection Book Detail

  • Author : Papadakis, Stylianos
  • Release Date : 2020-10-02
  • Publisher : IGI Global
  • Genre : Business & Economics
  • Pages : 270
  • ISBN 13 : 179984806X
  • File Size : 48,48 MB
DOWNLOAD BOOK

Machine Learning Applications for Accounting Disclosure and Fraud Detection by Papadakis, Stylianos PDF Summary

Book Description: 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.

Disclaimer: www.yourbookbest.com does not own Machine Learning Applications for Accounting Disclosure and Fraud Detection books pdf, neither created or scanned. We just provide the link that is already available on the internet, public domain and in Google Drive. If any way it violates the law or has any issues, then kindly mail us via contact us page to request the removal of the link.

Aristotle East and West

Aristotle East and West

File Size : 65,65 MB
Total View : 4631 Views
DOWNLOAD

This book traces the development of conceptions of God and the relationship between God's being and activity from Aristotle, through the pagan Neoplatonists, to