Fraud analytics using descriptive, predictive, and social network techniques : a guide to data science for fraud detection /

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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...

Ausführliche Beschreibung

Gespeichert in:
1. Verfasser:
Baesens, Bart
Format:
Elektronisch E-Book
Sprache:
Englisch
Veröffentlicht:
Hoboken, New Jersey : Wiley, 2015.
Ausgabe:
1st edition
Zusammenfassung:
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, mode
Umfang:
1 online resource (402 p.)
text file
Anmerkungen:
Includes index.
Anmerkungen:
English
Bibliografie:
Includes bibliographical references at the end of each chapters and index.
ISBN:
9781119146834
1119146836
9781119146841
1119146844
9781119146827
1119146828
Schlagworte:
Fraud > Statistical methods.
Fraud > Prevention.
Commercial crimes > Prevention.
Bezugswerke:
Links: