-
1
Online Maritime Abnormality Detection Using Gaussian Processes and Extreme Value Theory.
Published 2012“…This paper introduces a novelty detection technique using a combination of Gaussian Processes and extreme value theory to identify anomalous behaviour in streaming data. …”
Journal article -
2
Maritime abnormality detection using Gaussian processes
Published 2014“…This paper introduces novelty detection techniques using a combination of Gaussian processes, extreme value theory and divergence measurement to identify anomalous behaviour in both streaming and batch data. …”
Journal article -
3
Anomaly detection in vessel track data
Published 2014“…<p>This thesis introduces novelty detection techniques that use a combination of Gaussian processes, extreme value theory and divergence measurement to identify anomalous behaviour in both streaming and batch marine data. …”
Thesis