A Novel Approach for Knowledge Discovery from AIS Data: An Application for Transit Marine Traffic in the Sea of Marmara

A Novel Approach for Knowledge Discovery from AIS Data: An Application for Transit Marine Traffic in the Sea of Marmara

This paper addresses the discovery of hidden patterns in the data of Automatic Identification Systems by a novel clustering model using data processing and data mining methods. It reveals the transit tracks and the transit vessels on these tracks in the Sea of Marmara which has a dense marine traf...

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Bibliographic Details
Main Authors: DOGAN, Y., KART, O., KUNDAKCI, B., NAS, S.
Format: Article
Language:English
Published: Stefan cel Mare University of Suceava 2021-08-01
Series:Advances in Electrical and Computer Engineering
Subjects:
clustering algorithms
genetic algorithms
knowledge discovery
machine learning
radar signal processing.
Online Access:http://dx.doi.org/10.4316/AECE.2021.03009

Internet

http://dx.doi.org/10.4316/AECE.2021.03009

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