David+Heckerman

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an American computer scientist and Microsoft [|eScience] manager. His research interests covers the fields of statistics, data analysis, machine learning and Bayesian Networks.
 * David Heckerman**,

=Selected Publications=
 * David Heckerman, Dan Geiger, Max Chickering (**1995**). //Learning Bayesian Networks: The Combination of Knowledge and Statistical Data//. Machine Learning, 20, pp. 197-243, [|pdf]
 * Max Chickering, Dan Geiger, David Heckerman (**1995**). //On finding a cycle basis with a shortest maximal cycle.// Information Processing Letters, 54. pp. 55-58, [|pdf]
 * Dan Geiger, David Heckerman (**1996**). //Knowledge representation and inference in similarity networks and Bayesian multinets//. Artificial Intelligence Journal 82, pp. 1-30
 * Max Chickering, David Heckerman (**1997**). //Efficient approximations for the marginal likelihood of Bayesian networks with hidden variables//, [|pdf] from [|CiteSeerX]
 * Nir Friedman, Moises Goldszmidt, David Heckerman, Stuart Russell (**1997**). //Where is the Impact of Bayesian Networks in Learning?// In Proc. Fifteenth International Joint Conference on Artificial Intelligence, Nagoya, Japan, [|ps]
 * David Heckerman (**1999**). //A tutorial on learning with Bayesian networks//, [|pdf] from [|CiteSeerX]

=External Links=
 * [|David Heckerman Homepage]
 * [|David Heckerman: Distinguished Scientist]
 * [|Graphical Models for HIV Vaccine Design] from [|videolectures.net], Introduction by Bernhard Pfahringer, [|HIV] [|Vaccine] Design

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