An ensemble method for investigating maritime casualties resulting in pollution occurrence: data augmentation and feature analysis

• Main Authors: Li, Duowei, Wong, Yiik Diew, Chen, Tianyi, Wang, Nanxi, Yuen, Kum Fai
• Other Authors: School of Civil and Environmental Engineering
• Format: Article
• Language: English
• Published: 2024
• Subjects: Engineering; Maritime casualty; Maritime pollution
• Online Access: https://hdl.handle.net/10356/180746
• Institution: Nanyang Technological University

Timely prediction of maritime casualties resulting in pollution occurrence remains unsolved in academia, as the significant data imbalance between non-polluting and polluting casualties poses a challenge to prediction efficacy. This study proposes an ensemble method for predicting polluting maritime...