Xiaomin Song

According to our database, Xiaomin Song authored at least 13 papers between 2007 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Robust Time Series Dissimilarity Measure for Outlier Detection and Periodicity Detection.

Xiaomin Song, Qingsong Wen, Yan Li, Liang Sun

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Time Series Data Augmentation for Deep Learning: A Survey.

Qingsong Wen, Liang Sun, Fan Yang, Xiaomin Song, Jingkun Gao, Xue Wang, Huan Xu

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

2020

Time Series Data Augmentation for Deep Learning: A Survey.

Qingsong Wen, Liang Sun, Xiaomin Song, Jingkun Gao, Xue Wang, Huan Xu

CoRR, 2020

RobustTAD: Robust Time Series Anomaly Detection via Decomposition and Convolutional Neural Networks.

Jingkun Gao, Xiaomin Song, Qingsong Wen, Pichao Wang, Liang Sun, Huan Xu

CoRR, 2020

2019

Robust Gaussian Process Regression for Real-Time High Precision GPS Signal Enhancement.

Ming Lin, Xiaomin Song, Qi Qian, Hao Li, Liang Sun, Shenghuo Zhu, Rong Jin

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

RobustTrend: A Huber Loss with a Combined First and Second Order Difference Regularization for Time Series Trend Filtering.

Qingsong Wen, Jingkun Gao, Xiaomin Song, Liang Sun, Jian Tan

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

RobustSTL: A Robust Seasonal-Trend Decomposition Algorithm for Long Time Series.

Qingsong Wen, Jingkun Gao, Xiaomin Song, Liang Sun, Huan Xu, Shenghuo Zhu

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Which Factorization Machine Modeling Is Better: A Theoretical Answer with Optimal Guarantee.

Ming Lin, Shuang Qiu, Jieping Ye, Xiaomin Song, Qi Qian, Liang Sun, Shenghuo Zhu, Rong Jin

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Converged Recommendation System Based on RNN and BP Neural Networks.

Zhaowei Qu, Shuqiang Zheng, Xiaoru Wang, Xiaomin Song, Baiwei Li, Xiaohui Song

Proceedings of the 2018 IEEE International Conference on Big Data and Smart Computing, 2018

Improved Bayes Method Based on TF-IDF Feature and Grade Factor Feature for Chinese Information Classification.

Zhaowei Qu, Xiaomin Song, Shuqiang Zheng, Xiaoru Wang, Xiaohui Song, Zuquan Li

Proceedings of the 2018 IEEE International Conference on Big Data and Smart Computing, 2018

A Unsupervised Learning Method of Anomaly Detection Using GRU.

Zhaowei Qu, Lun Su, Xiaoru Wang, Shuqiang Zheng, Xiaomin Song, Xiaohui Song

Proceedings of the 2018 IEEE International Conference on Big Data and Smart Computing, 2018

2013

A Protein Annotation Framework Empowered with Semantic Reasoning.

Jemma X. Wu, Edmond Breen, Xiaomin Song, Brett Cooke, Mark P. Molloy

Proceedings of the ISWC 2013 Posters & Demonstrations Track, 2013

2007

The Analysis of Bullwhip Effect in Supply Chain Based on Strategic Alliance.

Rui Xu, Xiaoli Li, Xiaomin Song, Gang Liu

Proceedings of the Integration and Innovation Orient to E-Society, 2007