DCdetector: Dual Attention Contrastive Representation Learning for Time Series Anomaly Detection-Reference-Cited by-同舟云学术

DCdetector: Dual Attention Contrastive Representation Learning for Time Series Anomaly Detection

Published:2023-08-04 Issue: Volume: Page:
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Container-title:Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining
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Author:

Yang Yiyuan¹^ORCID,Zhang Chaoli²^ORCID,Zhou Tian²^ORCID,Wen Qingsong³^ORCID,Sun Liang³^ORCID

Affiliation:

1. University of Oxford, Oxford, United Kingdom

2. Alibaba Group, Hangzhou, China

3. Alibaba Group, Bellevue, USA

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3580305.3599295

Reference88 articles.

1. Practical Approach to Asynchronous Multivariate Time Series Anomaly Detection and Localization

2. Ryan Prescott Adams and David JC MacKay . 2007. Bayesian online changepoint detection. arXiv preprint arXiv:0710.3742 ( 2007 ). Ryan Prescott Adams and David JC MacKay. 2007. Bayesian online changepoint detection. arXiv preprint arXiv:0710.3742 (2007).

3. Archana Anandakrishnan , Senthil Kumar , Alexander Statnikov , Tanveer Faruquie , and Di Xu . 2018 . Anomaly detection in finance: editors' introduction . In KDD 2017 Workshop on Anomaly Detection in Finance. PMLR, 1--7. Archana Anandakrishnan, Senthil Kumar, Alexander Statnikov, Tanveer Faruquie, and Di Xu. 2018. Anomaly detection in finance: editors' introduction. In KDD 2017 Workshop on Anomaly Detection in Finance. PMLR, 1--7.

4. OD Anderson . 1976. Time-Series . 2 nd edn. OD Anderson. 1976. Time-Series. 2nd edn.

5. Rafal Angryk , Petrus Martens , Berkay Aydin , Dustin Kempton , Sushant Mahajan , Sunitha Basodi , Azim Ahmadzadeh , Xumin Cai , Soukaina Filali Boubrahimi , Shah Muhammad Hamdi, Micheal Schuh, and Manolis Georgoulis. 2020 . SWAN-SF. https://doi.org/10.7910/DVN/EBCFKM 10.7910/DVN Rafal Angryk, Petrus Martens, Berkay Aydin, Dustin Kempton, Sushant Mahajan, Sunitha Basodi, Azim Ahmadzadeh, Xumin Cai, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi, Micheal Schuh, and Manolis Georgoulis. 2020. SWAN-SF. https://doi.org/10.7910/DVN/EBCFKM