Publications
Roychoudhury, S., Zhou, F., Obradovic Z. (2022) Leveraging Dependencies among Learned Temporal Subsequences. Proc. 22nd SIAM Int’l Conf. Data Mining (SDM), Alexandra, VA, USA, May 2022, Alexandra, VA, USA May. 2020. [PDF] [Presentation][Code]
Roychoudhury, S., Zhou, F., Obradovic Z. (2019) Leveraging Subsequence-orders for Univariate and Multivariate Time-series Classification. Proc. 19th SIAM Int’l Conf. Data Mining (SDM), Calgary, Canada, May 2019, Vancouver, CA, May. 2019. [PDF] [Presentation][Code]
Kezunovic, M., Obradovic, Z., Dokic, T., Roychoudhury, S. (2018) (2018) Systematic Framework for Integration of Weather Data into Prediction Models for the Electric Grid Outage and Asset Management Applications. Proc. 51st IEEE Hawaii International Conference on System Sciences (HICSS), Big Island, Hawai, January 2018, pp. 2737-2746. [PDF] [Presentation]
Roychoudhury, S., Ghalwash, M., & Obradovic, Z. (2017). Cost Sensitive Time-Series Classification. Proc. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases(ECML/PKDD), Skopje, Macedonia, September 2017. [PDF][Presentation][Code]
Mirowski, T., Roychoudhury, S ., Zhou, F., Obradovic, Z. (2016) Predicting Poll Trends using Twitter and Multivariate Time-series Classification, Proc. 8th Int'l Conf. Social Informatics (SocInfo), Seattle, WA, November 2016. [PDF]
Roychoudhury, S. , Ghalwash, M., Obradovic, Z. (2015) "False Alarm Suppression in Early Prediction of Cardiac Arrhythmia,"Proc. 15th IEEE International Conference on Bioinformatics and Bioengineering, Belgrade, Serbia, November 2015. [PDF]
Ramljak, D., Davey, A., Uversky, A., Roychoudhury, S., Obradovic, Z. (2015) "Casting a Wider Net: Data Driven Discovery of Proxies for Target Diagnoses," AMIA 2015 Annual symposium, San Francisco, November 2015, pp. 1047-1055 [PDF]
Ramljak, D., Davey, A., Uversky, A., Roychoudhury, S., Obradovic, Z. (2015) "Hospital Corners and Wrapping Patients in Markov Blankets," 4th Workshop on Data Mining for Medicine and Healthcare, 2015 SIAM International Conference on Data Mining, Vancouver, Canada, May 2015 [PDF]