Verfügbarkeit: Machine learning applications for accounting disclosure and fraud detection

Machine learning applications for accounting disclosure and fraud detection:

"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. corpora...

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Bibliographische Detailangaben
Weitere beteiligte Personen:	Papadakis, Stylianos 1970- (HerausgeberIn), Garefalakis, Alexandros (HerausgeberIn), Lemonakis, Christos (HerausgeberIn), Chimonaki, Christiana (HerausgeberIn), Zopounidis, Constantin (HerausgeberIn)
Format:	Elektronisch E-Book
Sprache:	Englisch
Veröffentlicht:	Hershey, Pennsylvania (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA) IGI Global [2021]
Schlagwörter:	Auditing, Internal ; Data processing ; fast Corporations ; Accounting ; Data processing ; fast Fraud ; Prevention ; fast Machine learning ; fast Auditing, Internal > Data processing Corporations > Accounting > Data processing Fraud > Prevention Machine learning
Links:	http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-7998-4805-9 http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-7998-4805-9 http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-7998-4805-9 http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-7998-4805-9 http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-7998-4805-9 http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-7998-4805-9 http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-7998-4805-9 http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-7998-4805-9
Zusammenfassung:	"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"--
Beschreibung:	Includes bibliographical references and index. - Description based on title screen (IGI Global, viewed 12/19/2020)
Umfang:	1 Online-Ressource(22 1 online resource (270 pages))
ISBN:	9781799848066 179984806X 9781799857853

Internformat

MARC


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520			\|a "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"--
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Datensatz im Suchindex

DE-BY-TUM_katkey	2599367
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author2	Papadakis, Stylianos 1970- Garefalakis, Alexandros Lemonakis, Christos Chimonaki, Christiana Zopounidis, Constantin
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dewey-ones	657 - Accounting
dewey-raw	657.0285/631
dewey-search	657.0285/631
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dewey-tens	650 - Management and auxiliary services
discipline	Wirtschaftswissenschaften
format	Electronic eBook
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id	DE-604.BV047608814
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indexdate	2024-12-20T19:23:41Z
institution	BVB
isbn	9781799848066 179984806X 9781799857853
language	English
oai_aleph_id	oai:aleph.bib-bvb.de:BVB01-032993756
oclc_num	1286876478
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publishDate	2021
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publisher	IGI Global
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spellingShingle	Machine learning applications for accounting disclosure and fraud detection Auditing, Internal ; Data processing ; fast Corporations ; Accounting ; Data processing ; fast Fraud ; Prevention ; fast Machine learning ; fast Auditing, Internal Data processing Corporations Accounting Data processing Fraud Prevention Machine learning
title	Machine learning applications for accounting disclosure and fraud detection
title_auth	Machine learning applications for accounting disclosure and fraud detection
title_exact_search	Machine learning applications for accounting disclosure and fraud detection
title_full	Machine learning applications for accounting disclosure and fraud detection Stylianos Papadakis, Alexandros Garefalakis, Christos Lemonakis, Christiana Chimonaki and Constantin Zopounidis, editor
title_fullStr	Machine learning applications for accounting disclosure and fraud detection Stylianos Papadakis, Alexandros Garefalakis, Christos Lemonakis, Christiana Chimonaki and Constantin Zopounidis, editor
title_full_unstemmed	Machine learning applications for accounting disclosure and fraud detection Stylianos Papadakis, Alexandros Garefalakis, Christos Lemonakis, Christiana Chimonaki and Constantin Zopounidis, editor
title_short	Machine learning applications for accounting disclosure and fraud detection
title_sort	machine learning applications for accounting disclosure and fraud detection
topic	Auditing, Internal ; Data processing ; fast Corporations ; Accounting ; Data processing ; fast Fraud ; Prevention ; fast Machine learning ; fast Auditing, Internal Data processing Corporations Accounting Data processing Fraud Prevention Machine learning
topic_facet	Auditing, Internal ; Data processing ; fast Corporations ; Accounting ; Data processing ; fast Fraud ; Prevention ; fast Machine learning ; fast Auditing, Internal Data processing Corporations Accounting Data processing Fraud Prevention Machine learning
url	http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-7998-4805-9
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