Normalization of maritime accident data using AIS
Sign Up to like & getrecommendations! Published in 2019 at "Marine Policy"
DOI: 10.1016/j.marpol.2019.103675
Abstract: Abstract The Automatic Identification System (AIS), fitted on most ships today, is primarily used for real time ship monitoring. This paper illustrates how stored AIS data can be used to construct activity data that can… read more here.
Keywords: maritime accident; using ais; normalization maritime; activity data ... See more keywords
Maritime accident prevention strategy formulation from a human factor perspective using Bayesian Networks and TOPSIS
Sign Up to like & getrecommendations! Published in 2020 at "Ocean Engineering"
DOI: 10.1016/j.oceaneng.2020.107544
Abstract: Abstract Human factors contribute to majority of maritime accidents. This study proposes an advanced methodology for maritime accident prevention strategy formulation from a human factor perspective. It is conducted by incorporating Bayesian network (BN) and… read more here.
Keywords: maritime accident; prevention strategy; topsis; prevention ... See more keywords
Development of an Interpretable Maritime Accident Prediction System Using Machine Learning Techniques
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2022.3168302
Abstract: Every year, maritime accidents cause severe damages not only to humans but also to maritime instruments like vessels. The authors of this work therefore propose a machine learning-based maritime accident prediction system that can be… read more here.
Keywords: system; maritime accident; machine; accident prediction ... See more keywords