Robust Time Series Analysis and Applications
Author:
Affiliation:
1. Alibaba Group, Bellevue, WA, USA
2. Alibaba Group, Hangzhou, China
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3534678.3542612
Reference35 articles.
1. Fourier Analysis of Time Series
2. Stephen Boyd Neal Parikh Eric Chu Borja Peleato Jonathan Eckstein etal 2011. Distributed optimization and statistical learning via the alternating direction method of multipliers. Foundations and Trends® in Machine learning Vol. 3 1 (2011). Stephen Boyd Neal Parikh Eric Chu Borja Peleato Jonathan Eckstein et al. 2011. Distributed optimization and statistical learning via the alternating direction method of multipliers. Foundations and Trends® in Machine learning Vol. 3 1 (2011).
3. Learning to Rotate
4. STL: A Seasonal-Trend Decomposition Procedure Based on Loess;Cleveland Robert B;Journal of Official Statistics,1990
5. Jingkun Gao , Xiaomin Song , Qingsong Wen , Pichao Wang , Liang Sun , and Huan Xu . 2020 . RobustTAD: Robust time series anomaly detection via decomposition and convolutional neural networks . KDD Workshop MileTS (2020). Jingkun Gao, Xiaomin Song, Qingsong Wen, Pichao Wang, Liang Sun, and Huan Xu. 2020. RobustTAD: Robust time series anomaly detection via decomposition and convolutional neural networks. KDD Workshop MileTS (2020).
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