A Graph-Based Method for Active Outlier Detection With Limited Expert Feedback

Labeled data, particularly for the outlier class, are difficult to obtain. Thus, outlier detection is typically regarded as an unsupervised learning problem. However, it still has an opportunity to obtain few labeled data. For example, a human analyst can give feedback to few data when he/she examin...

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Bibliographic Details
Main Authors: Yongmou Li, Yijie Wang, Xingkong Ma, Cheng Qian, Xiaoyong Li
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8871105/

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