EADetection: An efficient and accurate sequential behavior anomaly detection approach over data streams

Due to the increasing arriving rate and complex relationship of behavior data streams, how to detect sequential behavior anomaly in an efficient and accurate manner has become an emerging challenge. However, most of the existing literature simply calculates the anomaly score for segmented sequence,...

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Bibliographic Details
Main Authors: Li Cheng, Yijie Wang, Yong Zhou, Xingkong Ma
Format: Article
Language:English
Published: Hindawi - SAGE Publishing 2018-10-01
Series:International Journal of Distributed Sensor Networks
Online Access:https://doi.org/10.1177/1550147718803303