Outlier detection in maritime environments using AIS data and deep recurrent architectures

Constantine Maganaris, Eftychios Protopapadakis, Nikolaos Doulamis

A methodology based on deep recurrent models for maritime surveillance, over publicly available Automatic Identification System (AIS) data, is presented in this paper. The setup em…