Application of Sliding Nest Window Control Chart in Data Stream Anomaly Detection

Application of Sliding Nest Window Control Chart in Data Stream Anomaly Detection

Since data stream anomaly detection algorithms based on sliding windows are sensitive to the abnormal deviation of individual interference data, this paper presents a sliding nest window chart anomaly detection based on the data stream (SNWCAD-DS) by employing the concept of the sliding window and c...

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Bibliographic Details
Main Authors: Guang Li, Jie Wang, Jing Liang, Caitong Yue
Format: Article
Language:English
Published: MDPI AG 2018-04-01
Series:Symmetry
Subjects:
data stream
nested sliding window
anomaly detection
machine learning
concept drift
control chart
Online Access:http://www.mdpi.com/2073-8994/10/4/113

Internet

http://www.mdpi.com/2073-8994/10/4/113

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