Erwin van Iperen
senior specialist
Maritime Operations
Traffic & Safety
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Publications
Paper
Ship trajectory prediction using encoder–decoder-based deep learning models
1 Feb 2024
Accurate prediction of ship trajectories can be an important capability for various maritime transport applications, such as vessel traffic services ...
Paper
Classifying Ship Encounters to Monitor Traffic Safety on the North Sea from AIS Data
1 Mar 2015
In studies for the Dutch Ministry of Infrastructure and the Environment, MARIN has developed methods to classify ship encounters on the North Sea ...
Paper
Detection of hazardous encounters at the North sea from AIS data
1 Oct 2012
In an initial study for the Dutch Ministry of Infrastructure and the Environment, MARIN has developed two approaches to detect near misses and other ...
Magazine
North Sea near misses under scrutiny
31 Aug 2012
Reading time 6 minutes
The Dutch Ministry of Infrastructure and the Environment has asked MARIN to develop methods to automatically detect near
misses and other hazardous ...
Magazine
GIS ideal for spatial analysis of AIS data
24 Dec 2009
Reading time 3 minutes
While the introduction of the Automatic Identification System (AIS) provides a rich source of information about shipping traffic at sea, Geographic ...