Xing Wang

Publication Activity (10 Years)

Years Active: 2014-2018
Publications (10 Years): 4

Top Topics

Pattern Discovery

Multivariate Time Series

Generative Model

Top Venues

ACM Trans. Knowl. Discov. Data

Publications

Pavel Senin, Jessica Lin, Xing Wang, Tim Oates, Sunil Gandhi, Arnold P. Boedihardjo, Crystal Chen, Susan Frankenstein
GrammarViz 3.0: Interactive Discovery of Variable-Length Time Series Patterns. ACM Trans. Knowl. Discov. Data 12 (1) (2018)
Xing Wang, Jessica Lin, Nital Patel, Martin W. Braun
Exact variable-length anomaly detection algorithm for univariate and multivariate time series. Data Min. Knowl. Discov. 32 (6) (2018)
Xing Wang, Jessica Lin, Pavel Senin, Tim Oates, Sunil Gandhi, Arnold P. Boedihardjo, Crystal Chen, Susan Frankenstein
RPM: Representative Pattern Mining for Efficient Time Series Classification. EDBT (2016)
Xing Wang, Jessica Lin, Nital Patel, Martin W. Braun
A Self-Learning and Online Algorithm for Time Series Anomaly Detection, with Application in CPU Manufacturing. CIKM (2016)
Pavel Senin, Jessica Lin, Xing Wang, Tim Oates, Sunil Gandhi, Arnold P. Boedihardjo, Crystal Chen, Susan Frankenstein
Time series anomaly discovery with grammar-based compression. EDBT (2015)
Sunil Gandhi, Tim Oates, Arnold P. Boedihardjo, Crystal Chen, Jessica Lin, Pavel Senin, Susan Frankenstein, Xing Wang
A Generative Model For Time Series Discretization Based On Multiple Normal Distributions. PIKM@CIKM (2015)
Xing Wang, Yifeng Gao, Jessica Lin, Huzefa Rangwala, Ranjeev Mittu
A Machine Learning Approach to False Alarm Detection for Critical Arrhythmia Alarms. ICMLA (2015)
Pavel Senin, Jessica Lin, Xing Wang, Tim Oates, Sunil Gandhi, Arnold P. Boedihardjo, Crystal Chen, Susan Frankenstein, Manfred Lerner
GrammarViz 2.0: A Tool for Grammar-Based Pattern Discovery in Time Series. ECML/PKDD (3) (2014)