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2020 – today
- 2022
[c11]Xiaomin Song, Qingsong Wen
, Yan Li, Liang Sun:
Robust Time Series Dissimilarity Measure for Outlier Detection and Periodicity Detection. CIKM 2022: 4510-4514- [i7]Xiaomin Song, Qingsong Wen, Yan Li, Liang Sun:
Robust Time Series Dissimilarity Measure for Outlier Detection and Periodicity Detection. CoRR abs/2206.02956 (2022) - 2021
- [c10]Qingsong Wen, Liang Sun, Fan Yang, Xiaomin Song, Jingkun Gao, Xue Wang, Huan Xu:
Time Series Data Augmentation for Deep Learning: A Survey. IJCAI 2021: 4653-4660 - 2020
- [i6]Jingkun Gao, Xiaomin Song, Qingsong Wen, Pichao Wang, Liang Sun, Huan Xu:
RobustTAD: Robust Time Series Anomaly Detection via Decomposition and Convolutional Neural Networks. CoRR abs/2002.09545 (2020) - [i5]Qingsong Wen, Liang Sun, Xiaomin Song, Jingkun Gao, Xue Wang, Huan Xu:
Time Series Data Augmentation for Deep Learning: A Survey. CoRR abs/2002.12478 (2020)
2010 – 2019
- 2019
- [c9]Ming Lin, Shuang Qiu, Jieping Ye, Xiaomin Song, Qi Qian, Liang Sun, Shenghuo Zhu, Rong Jin:
Which Factorization Machine Modeling Is Better: A Theoretical Answer with Optimal Guarantee. AAAI 2019: 4312-4319 - [c8]Qingsong Wen, Jingkun Gao, Xiaomin Song, Liang Sun, Huan Xu, Shenghuo Zhu:
RobustSTL: A Robust Seasonal-Trend Decomposition Algorithm for Long Time Series. AAAI 2019: 5409-5416 - [c7]Qingsong Wen, Jingkun Gao, Xiaomin Song, Liang Sun, Jian Tan:
RobustTrend: A Huber Loss with a Combined First and Second Order Difference Regularization for Time Series Trend Filtering. IJCAI 2019: 3856-3862 - [c6]Ming Lin, Xiaomin Song, Qi Qian, Hao Li, Liang Sun, Shenghuo Zhu, Rong Jin:
Robust Gaussian Process Regression for Real-Time High Precision GPS Signal Enhancement. KDD 2019: 2838-2847 - [i4]Ming Lin, Shuang Qiu, Jieping Ye, Xiaomin Song, Qi Qian, Liang Sun, Shenghuo Zhu, Rong Jin:
Which Factorization Machine Modeling is Better: A Theoretical Answer with Optimal Guarantee. CoRR abs/1901.11149 (2019) - [i3]Ming Lin, Xiaomin Song, Qi Qian, Hao Li, Liang Sun, Shenghuo Zhu, Rong Jin:
Robust Gaussian Process Regression for Real-Time High Precision GPS Signal Enhancement. CoRR abs/1906.01095 (2019) - [i2]Qingsong Wen, Jingkun Gao, Xiaomin Song, Liang Sun, Jian Tan:
RobustTrend: A Huber Loss with a Combined First and Second Order Difference Regularization for Time Series Trend Filtering. CoRR abs/1906.03751 (2019) - 2018
- [c5]Zhaowei Qu, Shuqiang Zheng, Xiaoru Wang, Xiaomin Song, Baiwei Li, Xiaohui Song:
Converged Recommendation System Based on RNN and BP Neural Networks. BigComp 2018: 308-313 - [c4]Zhaowei Qu, Xiaomin Song, Shuqiang Zheng, Xiaoru Wang, Xiaohui Song, Zuquan Li:
Improved Bayes Method Based on TF-IDF Feature and Grade Factor Feature for Chinese Information Classification. BigComp 2018: 677-680 - [c3]Zhaowei Qu, Lun Su, Xiaoru Wang, Shuqiang Zheng, Xiaomin Song, Xiaohui Song:
A Unsupervised Learning Method of Anomaly Detection Using GRU. BigComp 2018: 685-688 - [i1]Qingsong Wen, Jingkun Gao, Xiaomin Song, Liang Sun, Huan Xu, Shenghuo Zhu:
RobustSTL: A Robust Seasonal-Trend Decomposition Algorithm for Long Time Series. CoRR abs/1812.01767 (2018) - 2013
- [c2]Jemma X. Wu, Edmond Breen, Xiaomin Song, Brett Cooke, Mark P. Molloy:
A Protein Annotation Framework Empowered with Semantic Reasoning. ISWC (Posters & Demos) 2013: 185-188
2000 – 2009
- 2007
- [c1]Rui Xu, Xiaoli Li, Xiaomin Song, Gang Liu:
The Analysis of Bullwhip Effect in Supply Chain Based on Strategic Alliance. I3E (1) 2007: 452-458
Coauthor Index
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