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Education
- Ph.D, CarnegieMellon University, 1985
- M.S., University of Michigan
- B.S., University of Pittsburgh
- Research
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Bayesian inference and decision theory; multi-source fusion; uncertainty in artificial intelligence; situation assessment
- Selected Articles and Book Chapters
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"Multi-Entity Bayesian Networks for Situation Assessment," Proceedings of the Fifth International Conference on Information Fusion, July 2002 (with E. Wright, S. Mahoney, M. Takikawa, and T. Levitt)
- "Population Based Stochastic Search Algorithms," Machine Learning, to appear (with J. Myers)
- "Uncertainty in Artificial Intelligence", invited submission, Encyclopedia of the Social Sciences, 2001 (with T. Levitt)
- "Limited Rationality in Action: Decision Support for Military Situation Assessment," Minds and Machines, 10(1), 53-77, 2000 (with B. d'Ambrosio, T. Levitt, and S. Mahoney)
- "Neural Coding: Higher Order Correlations in the Neurostatistics of Cell Assemblies," Neural Computation, 12(11), 2000 (with L. Martignon, G. Deco, M. Diamond, W. Freiwald and E. Vaadia)
- "Network Engineering for Agile Belief Network Models." IEEE Transactions in Knowledge and Data Engineering, 2000 (with S. Mahoney)
- "Taming Wilder Demons: Bayesian Benchmarks for Fast and Frugal Heuristics," in Gigerenzer, G., Todd, P., and the ABC Group. Simple Heuristics that Make us Smart Oxford University Press, 1999 (with L. Martignon)
- Professional Activities
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Member,
Board of Mathematical Sciences and Their Applications,
National Research Council
- Co-editor, special issue on knowledge-data fusion, Journal of Machine Learning Research, 2001-2002
- Member, National Research Council Committee to Review the Scientific Evidence on the Polygraph (2001-2002)
- General chair (2000) and co-program chair (1999) of Conference on Uncertainty in Artificial Intelligence.
- Associate Editor, IEEE Transactions on Systems, Man and Cybernetics, 1994-1999.
- Professional Awards
- · Career development fellow, Krasnow Institute, 1994-1997.
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