Vessel Trajectory Reconstruction Based on Functional Data Analysis Using Automatic Identification System Data

This study provides an automatic shipping-route construction method using functional data analysis (FDA), which analyzes information about curves, such as multiple data points over time. The proposed approach includes two steps: outlier detection and shipping-route construction. This study uses auto...

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Bibliographic Details
Main Authors: Myeong-Hun Jeong, Seung-Bae Jeon, Tae-Young Lee, Min Kyo Youm, Dong-Ha Lee
Format: Article
Language:English
Published: MDPI AG 2020-01-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/10/3/881