School of Information Sciences

Marek Druzdzel

Associate Professor

2B13 IS Building
412-624-9432

marek@sis.pitt.edu
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Institution of highest degree:
Ph.D. Carnegie Mellon University

Research Interests:

Decision support systems, strategic planning, decision making under uncertainty, decision-theoretic methods in intelligent information systems.

Recent Publications:

Denver H. Dash and Marek J. Druzdzel. A note on the correctness of the causal ordering algorithm. Artificial Intelligence, 172:1800-1808, 2008.

R. Marshall Austin, Agnieszka Onisko and Marek J. Druzdzel. Bayesian network model analysis as a quality control and risk assessment tool in cervical cancer screening. Journal of Lower Genital Tract Disease, 12(2):160-161, 2008.

R. Marshall Austin, Agnieszka Onisko and Marek J. Druzdzel. The Pittsburgh Cervical Cancer Screening Model. Cancer Cytopathology, 114(S5):345, October 2008.

Mark Voortman, Denver H. Dash and Marek J. Druzdzel. Learning causal models that make correct manipulation predictions with time series data. In Working Notes of the NIPS 2008 Workshop on Causality, Whistler Resort & Spa and Westin Hilton, BC, Canada, 12 December 2008.

Paul P. Maaskant and Marek J. Druzdzel. An ICI Model for opposing influences. In Proceedings of the Fourth European Workshop on Probabilistic Graphical Models (PGM-08), Manfred Jaeger & Thomas D. Nielsen (eds.), pages 185-192, Hirtshals, Denmark, September 17-19, 2008.

John M. Agosta and Thomas R. Gardos and Marek J. Druzdzel. Query-based diagnostics. In Proceedings of the Fourth European Workshop on Probabilistic Graphical Models (PGM-08), Manfred Jaeger & Thomas D. Nielsen (eds.), pages 1-8, Hirtshals, Denmark, September 17-19, 2008.

 

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