Xi C. Chen

According to our database, Xi C. Chen authored at least 9 papers between 2012 and 2019.

Collaborative distances:

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

2019

Active Learning for Domain Classification in a Commercial Spoken Personal Assistant.

Xi C. Chen, Adithya Sagar, Justine T. Kao, Tony Y. Li, Christopher Klein, Stephen Pulman, Ashish Garg, Jason D. Williams

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

2016

A general framework to increase the robustness of model-based change point detection algorithms to outliers and noise.

Xi C. Chen, Yuanshun Yao, Sichao Shi, Snigdhansu Chatterjee, Vipin Kumar, James H. Faghmous

Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Identifying dynamic changes with noisy labels in spatial-temporal data: A study on large-scale water monitoring application.

Xiaowei Jia, Xi C. Chen, Anuj Karpatne, Vipin Kumar

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015

Clustering Dynamic Spatio-Temporal Patterns in The Presence of Noise and Missing Data.

Xi C. Chen, James H. Faghmous, Ankush Khandelwal, Vipin Kumar

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Online Change Detection Algorithm for Noisy Time-Series: An Application Tonear-Real Time Burned Area Mapping.

Xi C. Chen, Vipin Kumar, James H. Faghmous

Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

2014

Online Discovery of Group Level Events in Time Series.

Xi C. Chen, Abdullah Mueen, Vijay K. Narayanan, Nikos Karampatziakis, Gagan Bansal, Vipin Kumar

Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

2013

Contextual Time Series Change Detection.

Xi C. Chen, Karsten Steinhaeuser, Shyam Boriah, Snigdhansu Chatterjee, Vipin Kumar

Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Earth Science Applications of Sensor Data.

Anuj Karpatne, James H. Faghmous, Jaya Kawale, Luke Styles, Mace Blank, Varun Mithal, Xi C. Chen, Ankush Khandelwal, Shyam Boriah, Karsten Steinhaeuser, Michael S. Steinbach, Vipin Kumar, Stefan Liess

Proceedings of the Managing and Mining Sensor Data, 2013

2012

A new data mining framework for forest fire mapping.

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

Proceedings of the 2012 Conference on Intelligent Data Understanding, 2012