| Description |
1 online resource |
| Bibliography |
Includes bibliographical references and index. |
| 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 |
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. -- Edited summary from book. |
| Language |
English. |
| Subject |
Fraud -- Statistical methods.
|
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Fraud -- Prevention.
|
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Commercial crimes -- Prevention.
|
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Fraude -- Méthodes statistiques. |
|
Commercial crimes -- Prevention |
|
Fraud -- Prevention |
| Added Author |
Van Vlasselaer, Véronique, author.
|
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Verbeke, Wouter, 1983- author.
|
| Other Form: |
Print version: Baesens, Bart. Fraud analytics using descriptive, predictive, and social network techniques. Hoboken, New Jersey : Wiley, [2015] 9781119133124 (DLC) 2015017861 (OCoLC)908838740 |
| ISBN |
9781119146827 (electronic bk.) |
|
1119146828 (electronic bk.) |
|
9781119146834 (electronic bk.) |
|
1119146836 (electronic bk.) |
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(cloth) |
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