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PSOM: Periodic Self-Organizing Maps for unsupervised anomaly detection in periodic time series.
Shupeng Zhang
Carol J. Fung
Shaohan Huang
Zhongzhi Luan
Depei Qian
Published in:
IWQoS (2017)
Keyphrases
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self organizing maps
periodic patterns
quasi periodic
neural network
input data
competitive learning
unsupervised learning
anomaly detection
network anomaly detection
database
face recognition
high dimensional
topology preserving
neural gas
unsupervised anomaly detection