Journal is indexed in following databases:
- SCOPUS
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- EBSCOhost
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2023 Journal Impact Factor - 0.7
2023 CiteScore - 1.4
ISSN 2083-6473
ISSN 2083-6481 (electronic version)
Editor-in-Chief
Associate Editor
Prof. Tomasz Neumann
Published by
TransNav, Faculty of Navigation
Gdynia Maritime University
3, John Paul II Avenue
81-345 Gdynia, POLAND
e-mail transnav@umg.edu.pl
Use of a Multiple Regression Model to Determine the Parameters of Vessel Traffic Flow in Port Areas
Times cited (SCOPUS): 3
ABSTRACT: The paper presents the method of determining ships traffic stream parameters by means of regression method. The aim of the studies was to determine the correlation between the ship's parameters and the parameters of the fairway. Developing the presented model with information on the position of the vessel's antenna and information on the accuracy of position determination will allow creating a model for predicting the parameters of waterways.
KEYWORDS: Automatic Identification System (AIS), Port Area, AIS Data, Maritime Traffic Engineering, Vessel Traffic Flow, Fairway, Multiple Regression Model, Fairway Parameters
REFERENCES
Gucma L. (2005), Modelowanie czynników ryzyka zderzenia jednostek pływających z konstrukcjami portowymi i pełnomorskimi. Wydawnictwo Naukowe Akademii Morskiej w Szczecinie.
Li, Wei- Feng; Mei, Bin; Shi, Guo-You (2018): Automatic recognition of marine traffic flow regions based on Kernel Density Estimation. Journal of Marine Science and Technology 26, pp. 84–91.
Stanisz A. (2007), Przystępny kurs statystyki. Statsoft Polska, Kraków 2007 r.
Zhang, Ze-guo; Yin, Jian-chuan; Wang, Ni-ni; Hui, Zi-gang (2018): Vessel traffic flow analysis and prediction by an improved PSO-BP mechanism based on AIS data. in: Evolving Systems (2018). - doi:10.1007/s12530-018-9243-y
Citation note:
Nowy A., Gucma L.: Use of a Multiple Regression Model to Determine the Parameters of Vessel Traffic Flow in Port Areas. TransNav, the International Journal on Marine Navigation and Safety of Sea Transportation, Vol. 14, No. 2, doi:10.12716/1001.14.02.23, pp. 443-449, 2020
Authors in other databases:
Agnieszka Nowy:
6507872551
729iaNYAAAAJOther publications of authors:
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