High-Cardinality Categorical Attributes and Credit Card Fraud Detection

High-Cardinality Categorical Attributes and Credit Card Fraud Detection

Credit card transactions may contain some categorical attributes with large domains, involving up to hundreds of possible values, also known as high-cardinality attributes. The inclusion of such attributes makes analysis harder, due to results with poorer generalization and higher resource usage. A...

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Detaylı Bibliyografya
Asıl Yazarlar: Emanuel Mineda Carneiro, Carlos Henrique Quartucci Forster, Lineu Fernando Stege Mialaret, Luiz Alberto Vieira Dias, Adilson Marques da Cunha
Materyal Türü: Makale
Dil:English
Baskı/Yayın Bilgisi: MDPI AG 2022-10-01
Seri Bilgileri:Mathematics
Konular:
credit card fraud
fraud-detection system
high-cardinality attribute
pattern recognition
clustering
deep learning
Online Erişim:https://www.mdpi.com/2227-7390/10/20/3808

Internet

https://www.mdpi.com/2227-7390/10/20/3808

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