An Outlier Fuzzy Detection Method Using Fuzzy Set Theory

Outlier mining task is to discover some unusual objects, and however, most existing methods and their mining results lack pertinence. To address the pertinence of outlier results, we propose a novel outlier detection approach, namely, FOD, which aims at finding anomalies in full dimensions that lack...

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Bibliographic Details
Main Authors: Lizhong Jin, Junjie Chen, Xiaobo Zhang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8704723/