Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies

Kohei Obata, Yasuko Matsubara, Yasushi Sakurai. Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies. In Luiza Antonie, Jian Pei 0001, Xiaohui Yu 0001, Flavio Chierichetti, Hady W. Lauw, Yizhou Sun, Srinivasan Parthasarathy 0001, editors, Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, KDD 2025, Toronto ON, Canada, August 3-7, 2025. pages 2198-2209, ACM, 2025. [doi]

Authors

Kohei Obata

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Yasuko Matsubara

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Yasushi Sakurai

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