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  Home > Meetings > Past Meetings > January 2003 Workshop Presentations  





An Overview of Learning Bayes Net from Data
January 10, 2003
Chris Meek
PDF | Powerpoint

(Causal) Learning and Genetic Regulatory Networks
January 10, 2003
Alex Hartemink

Causal Learning in Humans
January 10, 2003
Alison Gopnik
PDF | Powerpoint

Methodological Problems in Cognitive Psychology
January 10, 2003
David Danks
PDF | Powerpoint

Summary of Bayes Net Formalism
January 11, 2003
David Danks
PDF | Powerpoint


Related Links


Constraint-based learning software:
http://www.phil.cmu.edu/tetrad/index.html (free)

Bayesian learning software:
http://www.hugin.com (commercial)
http://research.microsoft.com/~dmax/winmine/tooldoc.htm (free)

BUGS: http://www.mrc-bsu.cam.ac.uk/bugs
parameter learning, hierarchical models, MCMC

Hugin: http://www.hugin.dk
Inference and model construction

xBaies: http://www.staff.city.ac.uk/~rgc/webpages/xbpage.html
chain graphs, discrete only

Bayesian Knowledge Discoverer: http://kmi.open.ac.uk/projects/bkd

MIM: http://www.hypergraph.dk/

BAYDA: http://cosco.hiit.fi/

BN Power Constructor: BN PowerConstructor

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