Xi C. Chen

Publication Activity (10 Years)

Years Active: 2012-2019
Publications (10 Years): 4

Top Topics

Class Imbalance

Change Point Detection

Temporal Patterns

Top Venues

Publications

Xi C. Chen, Adithya Sagar, Justine T. Kao, Tony Y. Li, Christopher Klein, Stephen Pulman, Ashish Garg, Jason D. Williams
Active Learning for Domain Classification in a Commercial Spoken Personal Assistant. INTERSPEECH (2019)
Xi C. Chen, Adithya Sagar, Justine T. Kao, Tony Y. Li, Christopher Klein, Stephen Pulman, Ashish Garg, Jason D. Williams
Active Learning for Domain Classification in a Commercial Spoken Personal Assistant. CoRR (2019)
Xi C. Chen, Yuanshun Yao, Sichao Shi, Snigdhansu Chatterjee, Vipin Kumar, James H. Faghmous
A general framework to increase the robustness of model-based change point detection algorithms to outliers and noise. SDM (2016)
Xiaowei Jia, Xi C. Chen, Anuj Karpatne, Vipin Kumar
Identifying dynamic changes with noisy labels in spatial-temporal data: A study on large-scale water monitoring application. IEEE BigData (2016)
Xi C. Chen, Vipin Kumar, James H. Faghmous
Online Change Detection Algorithm for Noisy Time-Series: An Application Tonear-Real Time Burned Area Mapping. ICDM Workshops (2015)
Xi C. Chen, James H. Faghmous, Ankush Khandelwal, Vipin Kumar
Clustering Dynamic Spatio-Temporal Patterns in The Presence of Noise and Missing Data. IJCAI (2015)
Xi C. Chen, Abdullah Mueen, Vijay K. Narayanan, Nikos Karampatziakis, Gagan Bansal, Vipin Kumar
Online Discovery of Group Level Events in Time Series. SDM (2014)
Xi C. Chen, Karsten Steinhaeuser, Shyam Boriah, Snigdhansu Chatterjee, Vipin Kumar
Contextual Time Series Change Detection. SDM (2013)
Xi C. Chen, Anuj Karpatne, Yashu Chamber, Varun Mithal, Michael Lau, Karsten Steinhaeuser, Shyam Boriah, Michael S. Steinbach, Vipin Kumar, Christopher Potter, Steven A. Klooster, Teji Abraham, J. D. Stanley, Juan Carlos Castilla-Rubio
A new data mining framework for forest fire mapping. CIDU (2012)