Xiaomin Song

Publication Activity (10 Years)

Years Active: 2007-2022
Publications (10 Years): 16

Top Topics

Working Set Selection

Gaussian Process

Dissimilarity Measure

Periodicity Detection

Top Venues

Publications

Xiaomin Song, Qingsong Wen, Yan Li, Liang Sun
Robust Time Series Dissimilarity Measure for Outlier Detection and Periodicity Detection. CoRR (2022)
Xiaomin Song, Qingsong Wen, Yan Li, Liang Sun
Robust Time Series Dissimilarity Measure for Outlier Detection and Periodicity Detection. CIKM (2022)
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)
Qingsong Wen, Liang Sun, Xiaomin Song, Jingkun Gao, Xue Wang, Huan Xu
Time Series Data Augmentation for Deep Learning: A Survey. CoRR (2020)
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 (2020)
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 (2019)
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)
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 (2019)
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)
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 (2019)
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)
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)
Qingsong Wen, Jingkun Gao, Xiaomin Song, Liang Sun, Huan Xu, Shenghuo Zhu
RobustSTL: A Robust Seasonal-Trend Decomposition Algorithm for Long Time Series. CoRR (2018)
Zhaowei Qu, Lun Su, Xiaoru Wang, Shuqiang Zheng, Xiaomin Song, Xiaohui Song
A Unsupervised Learning Method of Anomaly Detection Using GRU. BigComp (2018)
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)
Zhaowei Qu, Shuqiang Zheng, Xiaoru Wang, Xiaomin Song, Baiwei Li, Xiaohui Song
Converged Recommendation System Based on RNN and BP Neural Networks. BigComp (2018)
Jemma X. Wu, Edmond Breen, Xiaomin Song, Brett Cooke, Mark P. Molloy
A Protein Annotation Framework Empowered with Semantic Reasoning. ISWC (Posters & Demos) (2013)
Rui Xu, Xiaoli Li, Xiaomin Song, Gang Liu
The Analysis of Bullwhip Effect in Supply Chain Based on Strategic Alliance. I3E (1) (2007)