Casting a Wider Net: Data Driven Discovery of Proxies for Target Diagnoses. - Dusan Ramljak; Adam Davey; Alexey Uversky; Shoumik Roychoudhury; Zoran Obradovic (AMIA, 2015)

False alarm suppression in early prediction of cardiac arrhythmia. - Shoumik Roychoudhury; Mohamed F. Ghalwash; Zoran Obradovic (BIBE, 2015)

Predicting Poll Trends Using Twitter and Multivariate Time-Series Classification. - Tom Mirowski; Shoumik Roychoudhury; Fang Zhou; Zoran Obradovic (SocInfo (1), 2016)

Cost Sensitive Time-Series Classification. - Shoumik Roychoudhury; Mohamed F. Ghalwash; Zoran Obradovic (ECML/PKDD (2), 2017)

Systematic Framework for Integration of Weather Data into Prediction Models for the Electric Grid Outage and Asset Management Applications. - Mladen Kezunovic; Zoran Obradovic; Tatjana Djokic; Shoumik Roychoudhury (HICSS, 2018)

Leveraging Subsequence-orders for Univariate and Multivariate Time-series Classification. - Shoumik Roychoudhury; Fang Zhou; Zoran Obradovic (SDM, 2019)

Influence of medical domain knowledge on deep learning for Alzheimer's disease prediction. - Branimir Ljubic; Shoumik Roychoudhury; Xi Hang Cao; Martin Pavlovski; Stefan Obradovic; Richard Nair; Lucas Glass; Zoran Obradovic (Comput. Methods Programs Biomed., 2020)

Leveraging Dependencies among Learned Temporal Subsequences. - Shoumik Roychoudhury; Fang Zhou; Zoran Obradovic (SDM, 2022)