OCGATL: One-Class Graph Attention Networks with Transformation Learning for Anomaly Detection for Argo Data

Author:

Jiang Yongguo,Liu Hua,Wang Jiaxing,Zhai Guangda

Publisher

Springer Nature Singapore

Reference49 articles.

1. Yidi, Y., Hua, J., Huijiao, W., Xin, W.: Anomaly detection algorithm of argo profile based on sliding window and arma. Comput. Eng. Appl. 54(19), 254 (2018)

2. Hua, J., Yao, W., Xin, W., Huijiao, W.: Study on ocean data anomaly detection algorithm based on improved k-means clustering. Comput. Sci. 46(7), 6 (2019)

3. Qi, Z., Chenyan, Q., Changming, D.: A machine learning approach to quality-control argo temperature data. Atmos. Oceanic Sci. Lett. 16(4), 100292 (2023)

4. Ma, X., et al.: A comprehensive survey on graph anomaly detection with deep learning. IEEE Trans. Knowl. Data Eng. 35, 12012–12038 (2021)

5. LNCS;J Ye,2015

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