A Multivariate Data Stream Anomaly Detection Framework

High speed stream anomaly detection is an important technology used in many industry applications such as monitoring system health, detecting financial fraud, monitoring customer's unusual behavior and so on. In those scenarios multivariate data arrives in high speed, and needs to be calculated...

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Bibliographic Details
Main Author: Jin, Jiakun
Format: Others
Language:English
Published: KTH, Skolan för elektro- och systemteknik (EES) 2016
Subjects:
SVM
LOF
DDM
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-194202