Shoumik Roychoudhury

According to our database, Shoumik Roychoudhury authored at least 8 papers between 2015 and 2022.

Collaborative distances:

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

2022

Leveraging Dependencies among Learned Temporal Subsequences.

Shoumik Roychoudhury, Fang Zhou, Zoran Obradovic

Proceedings of the 2022 SIAM International Conference on Data Mining, 2022

2020

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

2019

Leveraging Subsequence-orders for Univariate and Multivariate Time-series Classification.

Shoumik Roychoudhury, Fang Zhou, Zoran Obradovic

Proceedings of the 2019 SIAM International Conference on Data Mining, 2019

2018

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

Proceedings of the 51st Hawaii International Conference on System Sciences, 2018

2017

Cost Sensitive Time-Series Classification.

Shoumik Roychoudhury, Mohamed F. Ghalwash, Zoran Obradovic

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

2016

Predicting Poll Trends Using Twitter and Multivariate Time-Series Classification.

Tom Mirowski, Shoumik Roychoudhury, Fang Zhou, Zoran Obradovic

Proceedings of the Social Informatics - 8th International Conference, 2016

2015

False alarm suppression in early prediction of cardiac arrhythmia.

Shoumik Roychoudhury, Mohamed F. Ghalwash, Zoran Obradovic

Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015

Casting a Wider Net: Data Driven Discovery of Proxies for Target Diagnoses.

Dusan Ramljak, Adam Davey, Alexey Uversky, Shoumik Roychoudhury, Zoran Obradovic

Proceedings of the AMIA 2015, 2015