Vessel Pattern Knowledge Discovery from AIS Data: A Framework for Anomaly Detection and Route Prediction

Vessel Pattern Knowledge Discovery from AIS Data: A Framework for Anomaly Detection and Route Prediction

Understanding maritime traffic patterns is key to Maritime Situational Awareness applications, in particular, to classify and predict activities. Facilitated by the recent build-up of terrestrial networks and satellite constellations of Automatic Identification System (AIS) receivers, ship movement...

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Bibliographic Details
Main Authors: Karna Bryan, Giuliana Pallotta, Michele Vespe
Format: Article
Language:English
Published: MDPI AG 2013-06-01
Series:Entropy
Subjects:
maritime situational awareness
knowledge discovery
maritime route extraction
route prediction
anomaly detection
Online Access:http://www.mdpi.com/1099-4300/15/6/2218

Internet

http://www.mdpi.com/1099-4300/15/6/2218

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