A Novel Unsupervised Outlier Detection Algorithm Based on Mutual Information and Reduced Spectral Clustering

Outlier detection is an essential research field in data mining, especially in the areas of network security, credit card fraud detection, industrial flaw detection, etc. The existing outlier detection algorithms, which can be divided into supervised methods and unsupervised methods, suffer from the...

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Bibliographic Details
Main Authors: Yuehua Huang, Wenfen Liu, Song Li, Ying Guo, Wen Chen
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/12/23/4864