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A Dimensionality Reduction-Based Multi-Step Clustering Method for Robust Vessel Trajectory Analysis

The Shipboard Automatic Identification System (AIS) is crucial for navigation safety and maritime surveillance, data mining and pattern analysis of AIS information have attracted considerable attention in terms of both basic research and practical applications. Clustering of spatio-temporal AIS traj...

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Detalles Bibliográficos
Autores principales: Li, Huanhuan, Liu, Jingxian, Liu, Ryan Wen, Xiong, Naixue, Wu, Kefeng, Kim, Tai-hoon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5579835/
https://www.ncbi.nlm.nih.gov/pubmed/28777353
http://dx.doi.org/10.3390/s17081792