Milos Hauskrecht

Professor of Computer Science

Address:
Department of Computer Science
5329 Sennott Square
University of Pittsburgh
Pittsburgh, PA 15260
412-624-8845 (voice)
412-624-8854 (fax)

e-mail: milos_at_cs.pitt.edu




Postdoc opening for ML modeling of biological processes

Information for prospective graduate students


Education:

MS in Computer Science, Department of Computer Science, Slovak Technical University, Bratislava, Slovakia, May 1988.
PhD in Computer Science, Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, August 1997.

CV

Research:

My research interest is in the following areas: machine learning; time series modeling; and, planning and optimization in the presence of uncertainty. My research work is motivated and driven mostly by biomedical informatics problems and applications. More specifically, my current work focuses on the development of modern machine learning technologies for analysis of high dimensional time-series data in electronic health record (EHR), patient state models, and their applications to real-time clinical monitoring and alerting, real-time patient assessment, real-time adverse event detection and outcome prediction. Finally, my most recent research is on control and optimization of complex biological and clinical processes.

Publications

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Current research funding:

Teaching/ Advising

Teaching in Fall 2020: Current PhD students Former PhD students: Former postdocs: MS students: Past courses taught:



Last updated by milos on 09/15/16.