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Unsupervised Profiling Methods for Fraud Detection |
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AbstractCredit card fraud falls broadly into two categories: behavioural fraud and application fraud. Application fraud occurs when individuals obtain new credit cards from issuing companies using false personal information and then spend as much as possible in a short space of time. However, most credit card fraud is behavioural and occurs when details of legitimate cards have been obtained fraudulently and sales are made on a 'Cardholder Not Present' basis. These sales include telephone sales and...
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