Some methods for addressing errors in static AIS data records

• Published in: Ocean engineering Vol. 264; p. 112367
• Main Authors: Meyers, Steven D., Yilmaz, Yasin, Luther, Mark E.
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 15.11.2022
• Subjects: Automatic identification system; Logistic regression; Maritime domain awareness; Multiclass classification; Vessel identification; Automatic identification system; Logistic regression; Multiclass classification; Maritime domain awareness; Vessel identification

The Automatic Identification System (AIS) provides essential services in support of maritime domain awareness. Accurate AIS values for hull dimension and type are often critical for safe and efficient management of ship traffic, and for development of new artificial intelligence maritime algorithms....