Isolation Forests for Symbolic Data as a Tool for Outlier Mining

Aim: Outlier detection is a key part of every data analysis. Although many definitions of outliers can be found in the literature, all of them emphasize that outliers are objects that are in some way different from other objects in the dataset. Many different approaches have been proposed, compared,...

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Bibliographic Details
Main Authors: Marcin Pełka, Andrzej Dudek
Format: Article
Language:English
Published: Wydawnictwo Uniwersytetu Ekonomicznego we Wrocławiu 2024-05-01
Series:Ekonometria
Subjects:
Online Access:https://journals.ue.wroc.pl/eada/article/view/1262
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