杭州电子科技大学图书馆书目检索系统

Online Public Access Catalogue

题名/责任者:

Machine learning applications for accounting disclosure and fraud detection / Stylianos Papadakis, Hellenic Mediterranean University, Greece, Alexandros Garefelakis, Hellenic Mediterranean University, Greece, Christos Lemonakis, Hellenic Mediterranean University, Greece, Christiana Chimonaki, University of Portsmouth, UK, Constantin Zopounidis, School of Production Engineering and Management, Technical University of Crete, Greece & Audencia Business School, France.

出版发行项:

Hershey : IGI Global Publisher of Timely Knowledge, c2021

ISBN:

9781799848059

ISBN:

9781799857853

载体形态项:

xxi, 270 pages : illustrations ; 29 cm.

其他载体形态:

Online version: Machine learning applications for accounting disclosure and fraud detection Hershey, PA : Business Science Reference, [2021] 9781799848066

丛编说明:

Advances in finance, accounting, and economics (AFAE) book series.

附加个人名称:

Papadakis, Stylianos, 1970- editor.

论题主题:

Auditing, Internal-Data processing.

论题主题:

Corporations-Accounting-Data processing.

论题主题:

Fraud-Prevention.

论题主题:

Machine learning.

中图法分类号:

F239.45

书目附注:

Includes bibliographical references and index.

摘要附注:

"This book covers the application of machine learning models to identify "quality" characteristics in corporate accounting disclosure, proposing specific tools for detecting core business fraud characteristics. It uses machine learning techniques in accounting disclosure (i.e. corporate financial statements) and identifies methodological aspects revealing the deployment of fraudulent behavior and fraud detection in the corporate environment"--

豆瓣简介：