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 001; Christopher Potter; Steven A. Klooster; Teji Abraham; et al. (CIDU, 2012)

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 001; et al. (Managing and Mining Sensor Data, 2013)

Contextual Time Series Change Detection. - Xi C. Chen; Karsten Steinhaeuser; Shyam Boriah; Snigdhansu Chatterjee; Vipin Kumar 001 (SDM, 2013)

Online Discovery of Group Level Events in Time Series. - Xi C. Chen; Abdullah Mueen; Vijay K. Narayanan; Nikos Karampatziakis; Gagan Bansal; Vipin Kumar (SDM, 2014)

Online Change Detection Algorithm for Noisy Time-Series: An Application Tonear-Real Time Burned Area Mapping. - Xi C. Chen; Vipin Kumar 001; James H. Faghmous (ICDM Workshops, 2015)

Clustering Dynamic Spatio-Temporal Patterns in The Presence of Noise and Missing Data. - Xi C. Chen; James H. Faghmous; Ankush Khandelwal; Vipin Kumar 001 (IJCAI, 2015)

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 001 (IEEE BigData, 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 001; James H. Faghmous (SDM, 2016)

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 (INTERSPEECH, 2019)