Time-Series Anomaly Detection Service at Microsoft

Time-Series Anomaly Detection Service at Microsoft

10 June 2019

Yujing Wang

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Papers citing "Time-Series Anomaly Detection Service at Microsoft"

16 / 66 papers shown

Title
Spectral Temporal Graph Neural Network for Multivariate Time-series Forecasting Defu Cao Yujing Wang Juanyong Duan Ce Zhang Xia Zhu ... Yunhai Tong Bixiong Xu Jing Bai Jie Tong Qi Zhang AI4TS 70 522 0 13 Mar 2021
Novelty Detection in Sequential Data by Informed Clustering and Modeling Linara Adilova Siming Chen Michael Kamp 49 2 0 05 Mar 2021
How Far Should We Look Back to Achieve Effective Real-Time Time-Series Anomaly Detection? Ming-Chang Lee Jia-Chun Lin Ernst Gunnar Gran AI4TS 92 12 0 12 Feb 2021
NVAE-GAN Based Approach for Unsupervised Time Series Anomaly Detection Liang Xu Liying Zheng Weijun Li Zhenbo Chen Weishun Song Yue Deng Yongzhe Chang Jing Xiao Bo Yuan AI4TS 58 9 0 08 Jan 2021
Series Saliency: Temporal Interpretation for Multivariate Time Series Forecasting Qingyi Pan Wenbo Hu Jun Zhu FAtt AI4TS 41 7 0 16 Dec 2020
TODS: An Automated Time Series Outlier Detection System Kwei-Harng Lai Daochen Zha Guanchu Wang Junjie Xu Yue Zhao ... Yile Chen Purav Zumkhawaka Minyang Wan D. Martinez Helen Zhou AI4TS 149 69 0 18 Sep 2020
TadGAN: Time Series Anomaly Detection Using Generative Adversarial Networks Alexander Geiger Dongyu Liu Sarah Alnegheimish Alfredo Cuesta-Infante K. Veeramachaneni AI4TS 81 210 0 16 Sep 2020
PySAD: A Streaming Anomaly Detection Framework in Python Selim F. Yilmaz Suleyman S. Kozat AI4TS 84 20 0 05 Sep 2020
Multivariate Time-series Anomaly Detection via Graph Attention Network Hang Zhao Yujing Wang Juanyong Duan Congrui Huang Defu Cao Yunhai Tong Bixiong Xu Jing Bai Jie Tong Qi Zhang AI4TS 80 444 0 04 Sep 2020
Fast Partial Fourier Transform Yong-chan Park Jun-Gi Jang U. Kang 11 3 0 28 Aug 2020
Anomaly Detection at Scale: The Case for Deep Distributional Time Series Models Fadhel Ayed Lorenzo Stella Tim Januschowski Jan Gasthaus AI4TS 103 10 0 30 Jul 2020
Lumos: A Library for Diagnosing Metric Regressions in Web-Scale Applications Jamie Pool Ebrahim Beyrami Vishak Gopal A. Aazami J. Gupchup Jeff Rowland Binlong Li Pritesh Kanani Ross Cutler J. Gehrke 29 11 0 23 Jun 2020
Moving Metric Detection and Alerting System at eBay Zezhong Zhang Keyu Nie T. Yuan 14 2 0 06 Apr 2020
ReRe: A Lightweight Real-time Ready-to-Go Anomaly Detection Approach for Time Series Ming-Chang Lee Jia-Chun Lin Ernst Gunnar Gran AI4TS 65 32 0 05 Apr 2020
RobustTAD: Robust Time Series Anomaly Detection via Decomposition and Convolutional Neural Networks Jing Gao Xiaomin Song Qingsong Wen Pichao Wang Liang Sun Huan Xu AI4TS 64 134 0 21 Feb 2020
A Joint Model for IT Operation Series Prediction and Anomaly Detection Run-Qing Chen Guang-Hui Shi Wanlei Zhao Chang-Hui Liang DRL 64 16 0 09 Oct 2019