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Improving time series anomaly detection based on exponentially weighted moving average (EWMA) of season-trend model residuals.
Zengguang Zhou
Ping Tang
Published in:
IGARSS (2016)
Keyphrases
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anomaly detection
weighted moving average
intrusion detection
cumulative sum
probabilistic model
mathematical model
one class support vector machines
neural network
knowledge discovery
network intrusion detection
behavior analysis
maximum likelihood
network traffic
network security
negative selection algorithm