Anomaly detection in vessel track data

<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. The work is set in context by a review of current methodologies, identif...

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Bibliographic Details
Main Author: Smith, M
Other Authors: Roberts, S
Format: Thesis
Language:English
Published: 2014
Subjects: