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Behavior analysis modulus for harbor security

Abstract : This paper focuses on protecting harbor by monitoring the behavior of ships moving in the harbor. In particular, we propose to combine a probabilistic Hidden Markov Model approach with a formal language approach to model and recognize usual and unusual ship behavior. The probabilistic approach was mainly used to recognize usual ship behavior. However, the reactive approach was used to recognize abnormal ship behavior and classify it into aggressive and transgressive. By combining probabilistic and reactive approaches, we conceived a Behavior Analysis Modulus that we called BAM. It is a decision support system for port team security that aims to generate security advice on ships as they enter into the harbor.
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https://hal-mines-paristech.archives-ouvertes.fr/hal-01320763
Contributor : Amel Sahli <>
Submitted on : Tuesday, May 24, 2016 - 1:35:31 PM
Last modification on : Thursday, September 24, 2020 - 5:22:34 PM

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Salma Zouaoui-Elloumi, Valérie Roy, Nadia Maïzi. Behavior analysis modulus for harbor security. OCEANS 2012 MTS/IEEE, Oct 2012, Hampton Roads, VA, United States. 9 p. - ISBN 978-1-4673-0829-8, ⟨10.1109/OCEANS.2012.6404857⟩. ⟨hal-01320763⟩

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