Comparison of Machine Learning and Statistical Approaches of Detecting Anomalies Using a Simulation Study

Aim: An anomaly is an observation or a group of observations that is unusual for a given dataset. Anomaly detection has many applications, not only as a step of data preparation but also, for example, as a way of identifying credit card fraud detection, network intrusions and much more. There are di...

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Bibliographic Details
Main Author: Klaudia Lenart
Format: Article
Language:English
Published: Wydawnictwo Uniwersytetu Ekonomicznego we Wrocławiu 2025-02-01
Series:Ekonometria
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Online Access:https://journals.ue.wroc.pl/eada/article/view/1539
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