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Fraud analytics using descriptive, predictive, and social network techniques : a guide to data science for fraud detection / by Bart Baesens, Veronique Van Vlasselaer and Wouter Verbeke

By: Baesens, Bart.
Contributor(s): Van Vlasselaer, Veronique | Verbeke, Wouter.
Publisher: Hoboken, N.J. : Wiley, 2015Description: xxix, 367 p. : ill. ; 24 cm.ISBN: 9781119133124.Subject(s): Fraud | Analytics | Information technology | Social mediaOnline resources: Download as an eBook
Contents:
Fraud: detection, prevention, and analytics! -- Data collection, sampling, and preprocessing -- Descriptive analytics for fraud detection -- Predictive analytics for fraud detection -- Social network analysis for fraud detection -- Fraud analytics: post-processing -- Fraud analytics: a broader perspective.
Summary: Advises how to catch fraud early to prevent losses and recover quickly. Explores how fraud prevention professionals detect fraud using tools such as descriptive and predictive analytics and social network analysis. Describes fraud detection from the basics through to advanced methodologies.
Item type Home library Call number URL Status Notes Date due Barcode Item reserves
Book Book Australia
117 BAE 2015 (Browse shelf) Available CA011739
Book Book Australia
117 BAE 2015 (Browse shelf) Available CA011373
EBook EBook International
ProQuest eBook (Browse shelf) Link to resource eBook Available as an ebook here
Book Book New Zealand
117 FRA (Browse shelf) Available CA008795
Total reserves: 0

Fraud: detection, prevention, and analytics! -- Data collection, sampling, and preprocessing -- Descriptive analytics for fraud detection -- Predictive analytics for fraud detection -- Social network analysis for fraud detection -- Fraud analytics: post-processing -- Fraud analytics: a broader perspective.

Advises how to catch fraud early to prevent losses and recover quickly. Explores how fraud prevention professionals detect fraud using tools such as descriptive and predictive analytics and social network analysis. Describes fraud detection from the basics through to advanced methodologies.

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