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Anomaly detection in sea traffic - A comparison of the Gaussian Mixture Model and the Kernel Density Estimator.
Rikard Laxhammar
Göran Falkman
Egils Sviestins
Published in:
FUSION (2009)
Keyphrases
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anomaly detection
gaussian mixture model
network traffic
kernel density estimator
density estimation
detect anomalies
mixture model
intrusion detection
detecting anomalies
network intrusion detection
em algorithm
maximum likelihood
probability density function
background subtraction
feature vectors
expectation maximization
intrusion detection system
kernel density estimation
unsupervised learning
feature space
density function
gaussian mixture
probability density
similarity measure
data sets