Prediction of the severity of marine accidents using improved machine learning
Yinwei Feng, Xinjian Wang, Qilei Chen, Zaili Yang, Jin Wang, Huanhuan Li, Guoqing Xia, Zhengjiang Liu
| Year of publication: |
2024
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|---|---|
| Authors: | Feng, Yinwei ; Wang, Xinjian ; Yang, Zaili ; Wang, Jin ; Li, Huanhuan |
| Published in: |
Transportation research : an international journal. - Oxford : Pergamon, Elsevier Science, ISSN 1878-5794, ZDB-ID 2013782-5. - Vol. 188.2024, Art.-No. 103647, p. 1-31
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| Subject: | Feature selection | LightGBM | Machine learning | Marine accident | Maritime transportation | Mutual information | Künstliche Intelligenz | Artificial intelligence | Prognoseverfahren | Forecasting model | Schifffahrt | Shipping | Verkehrsunfall | Traffic accident |
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1016/j.tre.2024.103647 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10015095272