GrammarViz 2.0: A Tool for Grammar-Based Pattern Discovery in Time Series. - Pavel Senin; Jessica Lin 001; Xing Wang 011; Tim Oates 001; Sunil Gandhi; Arnold P. Boedihardjo; Crystal Chen; Susan Frankenstein; Manfred Lerner (ECML/PKDD (3), 2014)

A Generative Model For Time Series Discretization Based On Multiple Normal Distributions. - Sunil Gandhi; Tim Oates 001; Arnold P. Boedihardjo; Crystal Chen; Jessica Lin 001; Pavel Senin; Susan Frankenstein; Xing Wang 011 (PIKM@CIKM, 2015)

Time series anomaly discovery with grammar-based compression. - Pavel Senin; Jessica Lin 001; Xing Wang 011; Tim Oates 001; Sunil Gandhi; Arnold P. Boedihardjo; Crystal Chen; Susan Frankenstein (EDBT, 2015)

A Machine Learning Approach to False Alarm Detection for Critical Arrhythmia Alarms. - Xing Wang 011; Yifeng Gao; Jessica Lin 001; Huzefa Rangwala; Ranjeev Mittu (ICMLA, 2015)

A Self-Learning and Online Algorithm for Time Series Anomaly Detection, with Application in CPU Manufacturing. - Xing Wang 011; Jessica Lin 001; Nital Patel; Martin W. Braun (CIKM, 2016)

RPM: Representative Pattern Mining for Efficient Time Series Classification. - Xing Wang 011; Jessica Lin 001; Pavel Senin; Tim Oates 001; Sunil Gandhi; Arnold P. Boedihardjo; Crystal Chen; Susan Frankenstein (EDBT, 2016)

Exact variable-length anomaly detection algorithm for univariate and multivariate time series. - Xing Wang 011; Jessica Lin 001; Nital Patel; Martin W. Braun (Data Min. Knowl. Discov., 2018)

GrammarViz 3.0: Interactive Discovery of Variable-Length Time Series Patterns. - Pavel Senin; Jessica Lin 001; Xing Wang 011; Tim Oates 001; Sunil Gandhi; Arnold P. Boedihardjo; Crystal Chen; Susan Frankenstein (ACM Trans. Knowl. Discov. Data, 2018)