A novel machine learning approach to analyzing geospatial vessel patterns using AIS data

In the maritime environment, the Automatic Identification System (AIS) contains information related to vessel trajectories that can be used to detect unusual maritime occurrences and maritime traffic patterns. To detect such occurrences with supervised learning methods the AIS messages must be manua...

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Bibliographic Details

Published in:	GIScience & Remote Sensing
Main Authors:	Martha Dais Ferreira, Jessica N.A. Campbell, Stan Matwin
Format:	Article
Language:	English
Published:	Taylor & Francis Group 2022-12-01
Subjects:	ais clustering anomaly detection pattern detection time-series
Online Access:	http://dx.doi.org/10.1080/15481603.2022.2118437