Yuriy Sverchkov
I have graduated from the University of Pittsburgh and as of August 2014 am working at the University of Wisconsin–Madison. The information on this page will not be updated often from now onward.
Education
- PhD (2014, Intelligent Systems) University of Pittsburgh, Pittsburgh, PA
- MS (2011, Intelligent Systems) University of Pittsburgh, Pittsburgh, PA
- BS (2008, Computer Science and Mathematics) University of Maryland, Baltimore County, Baltimore, MD
Research Interests
- Machine Learning Methods
- Probability and Statistical Theory
- Stochastic Processes
Publications
Spatial cluster detection using dynamic programming
Yuriy Sverchkov, Xia Jiang, Gregory F Cooper.
BMC Medical Informatics & Decision Making 2012 March 25; 12(1):22. doi: 10.1186/1472-6947-12-22
A multivariate probabilistic method for comparing two clinical datasetsYuriy Sverchkov, Shyam Visweswaran, Gilles Clermont, Milos Hauskrecht, Gregory F. Cooper
IHI '12 Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium, 2012
Past Research
Detection and Explanation of Statistical Differences Across a Pair of Groups
Yuriy Sverchkov, Xia Jiang, Gregory F Cooper.
BMC Medical Informatics & Decision Making 2012 March 25; 12(1):22. doi: 10.1186/1472-6947-12-22
BMC Medical Informatics & Decision Making 2012 March 25; 12(1):22. doi: 10.1186/1472-6947-12-22
A multivariate probabilistic method for comparing two clinical datasets
Yuriy Sverchkov, Shyam Visweswaran, Gilles Clermont, Milos Hauskrecht, Gregory F. Cooper
IHI '12 Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium, 2012
IHI '12 Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium, 2012
PhD Dissertation Topic. Dissertation Comittee: Drs. Gregory F. Cooper (adviser and committee chair), Gilles Clermont, Milos Hauskrecht, and Shyam Visweswaran.
The research contributed to the Discovering Complex Anomalous Patterns project.
Spatial Cluster Detection Using Dynamic Programming
MS Research Project. Project Committee: Drs. Gregory F. Cooper (adviser and committee chair), Milos Hauskrecht, and Shyam Visweswaran.
Pennsylvania-Ohio Biosurveillance Grid Project (PA-OH BiG)
Wiki | RODS labResearch advisor and project lead: Dr. Rich Tsui
- Sharing data and algorithms across a grid.
- November 6, 2009 AI Forum talk: Facilitating Distributed Algorithm Execution in a Grid Framework
Presentation PDF | 1-slide-per-page PDF