Exploring spatial patterns and environmental risk factors for global maritime accidents: A 20-year analysis

Prediction of stock price direction using a hybrid GA-XGBoost algorithm with a three-stage feature engineering process

Kyung Keun Yun, Sang Won Yoon, Daehan Won · Expert Systems with Applications · 2021 · 273 citations

Computing, Business Analytics, Data Science +16

Maritime navigation accidents and risk indicators: An exploratory statistical analysis using AIS data and accident reports

Rolf Johan Bye, Asbjørn Lein Aalberg · Reliability Engineering & System Safety · 2018 · 230 citations

Management, Ocean Engineering, Risk Management +17

Marine oil spill pollution causes and governance: A case study of Sanchi tanker collision and explosion

Jihong Chen, Zhongjie Di, Jia Shi et al. · Journal of Cleaner Production · 2020 · 208 citations

Natural Sciences, Environmental Engineering, Environmental Sciences +16

Arctic shipping accident scenario analysis using Bayesian Network approach

Mawuli Afenyo, Faisal Khan, Brian Veitch et al. · Ocean Engineering · 2017 · 196 citations

Computing, Marine Engineering, Risk Management +14

A systematic analysis for maritime accidents causation in Chinese coastal waters using machine learning approaches

Kezhong Liu, Qing Yu, Zhitao Yuan et al. · Ocean & Coastal Management · 2021 · 175 citations

Engineering, Computer Science, Ocean Engineering +17