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Synthesizing class labels for highly imbalanced credit card fraud detection data

Abstract Acquiring labeled datasets often incurs substantial costs primarily due to the requirement of expert human intervention to produce accurate and reliable class labels. In the modern data landscape, an overwhelming proportion of newly generated data is unlabeled. This paradigm is especially e...

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Hlavní autoři: Robert K. L. Kennedy, Flavio Villanustre, Taghi M. Khoshgoftaar, Zahra Salekshahrezaee
Médium: Artigo
Jazyk:Inglês
Vydáno: SpringerOpen 2024-03-01
Edice:Journal of Big Data
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On-line přístup:https://doi.org/10.1186/s40537-024-00897-7
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