Extracting Maritime Traffic Networks from AIS Data Using Evolutionary Algorithm
Extracting Maritime Traffic Networks from AIS Data Using Evolutionary Algorithm
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Publisher
Wiesbaden: Springer Fachmedien Wiesbaden
Journal title
Language
English
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Publication information
Publisher
Wiesbaden: Springer Fachmedien Wiesbaden
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Scope and Contents
Contents
The presented method reconstructs a network (a graph) from AIS data, which reflects vessel traffic and can be used for route planning. The approach consists of three main steps: maneuvering points detection, waypoints discovery, and edge construction. The maneuvering points detection uses the CUSUM method and reduces the amount of data for further...
Alternative Titles
Full title
Extracting Maritime Traffic Networks from AIS Data Using Evolutionary Algorithm
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Record Identifier
TN_cdi_proquest_journals_2449447745
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2449447745
Other Identifiers
ISSN
2363-7005
E-ISSN
1867-0202
DOI
10.1007/s12599-020-00661-0
