Comparison between Statistical Approaches and Data Mining Algorithms for Outlier Detection

Comparison between Statistical Approaches and Data Mining Algorithms for Outlier Detection

Outliers are observation values that are very different from most observations. The presence of outliers in data can have a negative impact on research but can contain important information for other research. So, identifying outliers before conducting data analysis is a crucial thing to do. Outlier...

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Bibliographic Details
Main Authors: Annisa Putri Utami, Anwar Fitrianto, Khairil Anwar Notodiputro
Format: Article
Language:English
Published: Mathematics Department UIN Maulana Malik Ibrahim Malang 2024-05-01
Series:Cauchy: Jurnal Matematika Murni dan Aplikasi
Subjects:
distance-based methods
masking
outlier
outlier detection method
swamping
Online Access:https://ejournal.uin-malang.ac.id/index.php/Math/article/view/25450
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