A Parameter Space Framework for Online Outlier Detection Over High-Volume Data Streams

In diverse applications ranging from social networks to location-based online services to traffic monitoring, data streams are continuously monitored by multiple outlier analysts customized with different parameter settings. Real-time response to such complex outlier analytics in high-speed streamin...

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Bibliographic Details
Main Authors: Guanzhe Zhao, Yanwei Yu, Peng Song, Geng Zhao, Zhe Ji
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8409389/