Outlier Detection for Monitoring Data Using Stacked Autoencoder

Monitoring data contain the important status information of the monitored object, and are the basis for following data mining and analysis. However, the monitoring data usually suffer the pollution of the outliers, leading to negative effect on the subsequent data processing. To address the problem,...

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Bibliographic Details
Main Authors: Fangyi Wan, Gaodeng Guo, Chunlin Zhang, Qing Guo, Jie Liu
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8917639/