JSMF - January 2003 Workshop Presentations

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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
PDF

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

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
commercial

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

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

BN Power Constructor: BN PowerConstructor



	Home > Meetings > Past Meetings > January 2003 Workshop Presentations


	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 PDF 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 Tutorials: http://www.cs.berkeley.edu/~murphyk/Bayes/bayes.html 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 commercial MIM: http://www.hypergraph.dk/ BAYDA: http://cosco.hiit.fi/ classification BN Power Constructor: BN PowerConstructor