Kapitel 2025
LARGE DATABASE OF AIS VESSEL TRAFFIC FOR SMART DECISION-MAKING BASED ON AI IN SHIPPING COMPANIES
Autoren / Herausgeber: Ernest Czermański, Aneta Oniszczuk-Jastrząbek, Janusz Przewocki, Jakub Neumann, Tomasz Borzyszkowski, Elzbieta Szaruga, Michał Pluciński
Veröffentlicht in: Intelligent Management and Artificial Intelligence: Trends, Challenges, and Opportunities, Vol.2
Purpose: This study aims to assess the effectiveness of Principal Component Analysis (PCA) in identifying anomalies and improving data quality in AIS (Automatic Identification System) datasets used for maritime monitoring and decision-making. Need for the study: AIS plays a cr…
DOI: 10.18276/978-83-8419-053-1-29 · ISBN: 978-83-8419-053-1