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Attribute grouping-based categorical outlier detection using causal coupling weight

Abstract For high-dimensional datasets, outlier objects can be effectively identified and extracted with the help of the coupling relationship between any two attributes. However, when all the coupling is used directly, there is a phenomenon of pseudo-correlation between attribute values that result...

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Autors principals: Yijing Song, Jianying Liu, Jifu Zhang
Format: Artigo
Idioma:Inglês
Publicat: Springer 2025-04-01
Col·lecció:Complex & Intelligent Systems
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Accés en línia:https://doi.org/10.1007/s40747-025-01869-x
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