Ship Classification Based on Trajectories Data and LightGBM Considering Offshore Distance Feature

Author:

Xu Li,Chen Xiaohui,Wen Bowei,Ma Jingzhen,Wang Yujun,Xu Qing

Publisher

Springer Nature Switzerland

Reference27 articles.

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2. Zhen, R., Shao, Z.P., Pan, J.C.: Advance in character mining and prediction of vessel behavior based on AIS data. J. Geoinf. Sci. 23(12), 2111–2127 (2021)

3. Zheng, Q.L., Fan, W., Zhang, S.M., et al.: Identification of fishing type from VMS data based on artificial neural network. South China Fish. Sci. 12(02), 81–87 (2016)

4. Sánchez, P.D., Amigo, D., García, J., et al.: Architecture for trajectory-based fishing vessel classification with AIS data. Sensors 20(13), 3782–3802 (2020)

5. Ljunggren, H.: Using deep learning for classifying vessel trajectories. In: 21st International Conference on Information Fusion, pp. 2158–2164. IEEE, Cambridge (2018)

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