Self-learning adaptive algorithm for maritime traffic abnormal movement detection based on virtual pheromone method
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F15%3A86095535" target="_blank" >RIV/61989100:27240/15:86095535 - isvavai.cz</a>
Alternative codes found
RIV/61989100:27740/15:86095535
Result on the web
<a href="http://ieeexplore.ieee.org/xpl/articleDetails.jsp?reload=true&arnumber=7285281" target="_blank" >http://ieeexplore.ieee.org/xpl/articleDetails.jsp?reload=true&arnumber=7285281</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/SPECTS.2015.7285281" target="_blank" >10.1109/SPECTS.2015.7285281</a>
Alternative languages
Result language
angličtina
Original language name
Self-learning adaptive algorithm for maritime traffic abnormal movement detection based on virtual pheromone method
Original language description
The paper deals with a newly designed self-learning adaptive algorithm enabling detecting any non-standard movement in marine traffic based on the bio-inspired virtual pheromone method. The algorithm detects non-standard vessel movements purely based onthe common marine traffic patterns from the Automated Identification System. The proposed approach provides rapid self-learning and fast adaptation characteristics. We verified the algorithm's accuracy in two modes, each of which incorporates different learning factors. The dataset for the verification of the proposed algorithm was provided by the marine traffic Automated Identification System of the Klaipeda seaport.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
<a href="/en/project/ED1.1.00%2F02.0070" target="_blank" >ED1.1.00/02.0070: IT4Innovations Centre of Excellence</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach
Others
Publication year
2015
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of the 2015 International Symposium on Performance Evaluation of Computer and Telecommunication Systems (SPECTS)
ISBN
978-1-5108-1060-0
ISSN
0735-9276
e-ISSN
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Number of pages
6
Pages from-to
1-6
Publisher name
IEEE
Place of publication
New York
Event location
Chicago
Event date
Jul 26, 2015
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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