Online Multivariate Time Series Anomaly Detection Method Based on Contrastive Learning
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Publisher
Springer Nature Singapore
Link
https://link.springer.com/content/pdf/10.1007/978-981-97-5618-6_39
Reference30 articles.
1. Castellani, A., Schmitt, S., Squartini, S.: Real-world anomaly detection by using digital twin systems and weakly supervised learning. IEEE Trans. Industr. Inf. 17(7), 4733–4742 (2020)
2. Zavrtanik, V., Kristan, M., Skočaj, D.: Reconstruction by inpainting for visual anomaly detection. Pattern Recogn. 112, 107706 (2021)
3. Jin, M., Liu, Y., Zheng, Y., et al.: Anemone: Graph anomaly detection with multi-scale contrastive learning. In: Proceedings of the 30th ACM International Conference on Information & Knowledge Management, pp. 3122–3126 (2021)
4. Wang, X., Pi, D., Zhang, X., et al.: Variational transformer-based anomaly detection approach for multivariate time series. Measurement 191, 110791 (2022)
5. Gu, M., Fei, J., Sun, S.: Online anomaly detection with sparse Gaussian processes. Neurocomputing 403, 383–399 (2020)
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