Architecture for Trajectory-Based Fishing Ship Classification with AIS Data

This paper proposes a data preparation process for managing real-world kinematic data and detecting fishing vessels. The solution is a binary classification that classifies ship trajectories into either fishing or non-fishing ships. The data used are characterized by the typical problems found in cl...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	David Sánchez Pedroche, Daniel Amigo, Jesús García, José Manuel Molina
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	MDPI AG 2020-07-01
Цуврал:	Sensors
Нөхцлүүд:	AIS data spatiotemporal data mining data fusion machine learning trajectory classification class imbalance
Онлайн хандалт:	https://www.mdpi.com/1424-8220/20/13/3782
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!