Time series anomaly discovery with grammar-based compression. P Senin, J Lin, X Wang, T Oates, S Gandhi, AP Boedihardjo, C Chen, ... Edbt, 481-492, 2015 | 116 | 2015 |
Grammarviz 2.0: a tool for grammar-based pattern discovery in time series P Senin, J Lin, X Wang, T Oates, S Gandhi, AP Boedihardjo, C Chen, ... Machine Learning and Knowledge Discovery in Databases: European Conference …, 2014 | 113 | 2014 |
Grammarviz 3.0: Interactive discovery of variable-length time series patterns P Senin, J Lin, X Wang, T Oates, S Gandhi, AP Boedihardjo, C Chen, ... ACM Transactions on Knowledge Discovery from Data (TKDD) 12 (1), 1-28, 2018 | 72 | 2018 |
RPM: Representative Pattern Mining for Efficient Time Series Classification X Wang, J Lin, P Senin, T Oates, S Gandhi, A Boedihardjo, C Chen, ... 19th International Conference on Extending Database Technology (EDBT), 185-196, 2016 | 58 | 2016 |
Exact variable-length anomaly detection algorithm for univariate and multivariate time series X Wang, J Lin, N Patel, M Braun Data Mining and Knowledge Discovery 32, 1806-1844, 2018 | 53 | 2018 |
A Self-Learning and Online Algorithm for Time Series Anomaly Detection, with Application in CPU Manufacturing X Wang, J Lin, N Patel, M Braun CIKM 2016, 2016 | 33 | 2016 |
A Machine Learning Approach to False Alarm Detection for Critical Arrhythmia Alarms X Wang, Y Gao, J Lin, H Rangwala, R Mittu 14th International Conference on Machine Learning and Applications (ICMLA …, 2015 | 32 | 2015 |
A generative model for time series discretization based on multiple normal distributions S Gandhi, T Oates, A Boedihardjo, C Chen, J Lin, P Senin, S Frankenstein, ... Proceedings of the 8th Workshop on Ph. D. Workshop in Information and …, 2015 | 6 | 2015 |
Representative Pattern Mining and Anomaly Detection in Time Series X Wang George Mason University, 2017 | | 2017 |
Research and Implementation of a Universal ETL Tool A Sun, X Wang, X Yan Computer Applications and Software 12, 050, 2012 | | 2012 |