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 World Catalog > Computers > Artificial Intelligence > Belief Networks

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World Catalog > Computers > Artificial Intelligence > Belief Networks

Belief Networks:

Association for Uncertainty in Artificial Intelligence

Main association for belief network researchers. Runs the annual Uncertainty in Artificial Intelligence (UAI) conferences, and the UAI mailing list.

http://www.auai.org/

Bayesian Network Repository

Maintained by Gal Elidan - over a dozen publicly available networks with documentation, in several popular interchange formats

http://www.cs.huji.ac.il/labs/compbio/Repository/

Graand

Free Classified Ads Portal

www.graand.com

B-Course - Dependence and classification modeling

A free, interactive tutorial on Bayesian modeling, in particular dependence and classification modeling.

http://b-course.cs.helsinki.fi

Belief Networks and Variational Methods : Amos Storkey

Dynamic Trees are mixtures of tree structured belief networks, and are used as models for image segmentation and tracking.

http://www.anc.ed.ac.uk/~amos/belief.html

Belief Revision

Software, publications, teaching material, and news on belief revision - from the Business and Technology Research Laboratory at the University of Newcastle, Australia

http://beliefrevision.org

Cause, chance and Bayesian statistics

Briefing document with a short survey of Bayesian statistics

http://www.abelard.org/briefings/bayes.htm

Daphne's Approximate Group of Students (DAGS)

Daphne Koller's research group on probabilistic representation, reasoning, and learning at Stanford University

http://dags.stanford.edu

Decision Systems Lab (DSL)

Research group at the University of Pittsburgh with links to books and software on probabilistic, decision-theoretic, and econometric graphical models

http://www.sis.pitt.edu/~dsl/

An Introduction to Bayesian Networks and Their Contemporary Applications

A survey and tutorial by Daryle Niedermayer - covers material on Bayesian inference in general and selected industrial applications of graphical models

http://www.niedermayer.ca/papers/bayesian/

Learning Bayesian Networks from Data

Slides and additional notes from a tutorial by Nir Friedman and Daphne Koller on automated learning of belief networks, given at the Neural Information Processing Systems (NIPS-2001) conference

http://www.cs.huji.ac.il/~nirf/Nips01-Tutorial/

Qualitative Verbal Explanations in Bayesian Belief Networks

Paper about combining probabilistic models and human-intuitive approaches to modeling uncertainty by generating qualitative verbal explanations of reasoning.

http://www.pitt.edu/~druzdzel/abstracts/aisb.html

Query DAGs: A Practical Paradigm for Implementing Belief-Network Inference

Article published in JAIR (Journal of AI Research) about a way to implement belief networks by compiling networks into arithmetic expressions and then answering queries using an evaluation algorithm.

http://www.cs.cmu.edu/afs/cs/project/jair/pub/volume6/darwiche97a-html/jair-f.html

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Andrew Strauss insists he has the backing of predecessor Kevin Pietersen as he takes over the England captaincy.

news.bbc.co.uk

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The England and Gloucester rugby player Mike Tindall is banned from driving for three years after admitting being over the drink-drive limit.

news.bbc.co.uk

Murray win sets up Federer clash

Britain's Andy Murray will face Roger Federer in the semi-finals of the Qatar Open after a 6-4 6-2 win over Sergiy Stakhovsky.

news.bbc.co.uk

Send your video, pictures and story ideas

Have you got a good story? BBC News wants to hear from you.

news.bbc.co.uk

Mixed-sex wards 'blighting NHS'

The government has failed to live up to its promise to phase out mixed-sex wards in hospitals in England, the Conservatives say.

news.bbc.co.uk

UK e-mail law 'attack on rights'

A law ensuring the details of every e-mail sent in the UK are kept is an attack on civil liberties, critics say.

news.bbc.co.uk

City airport runway 'was unsafe'

Passenger planes were involved in "serious" incidents on a temporary runway surface at Bristol Airport, a report says.

news.bbc.co.uk

Bombs hit Gaza as UN urges truce

Israeli forces carry out more air strikes on Gaza as the UN Security Council calls for an immediate ceasefire.

news.bbc.co.uk

Bad signs

What effect has Israel's actions in Gaza had in UK?

news.bbc.co.uk

Citi backs mortgage relief plan

US bank Citigroup backs a proposed change in US bankruptcy law to help mortgage borrowers avoid losing their homes.

news.bbc.co.uk

Monitors key to Russian gas deal

Russia says it will resume pumping gas to Europe once independent monitors are in place to check the flow to EU markets.

news.bbc.co.uk

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A US man divorcing his wife demands that she return the kidney he donated to her or pay him $1.5m (£1m) in compensation.

news.bbc.co.uk

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Is this Britain's new pop queen? Electro princess Little Boots is named brightest rising music star

news.bbc.co.uk

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news.bbc.co.uk

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news.bbc.co.uk

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news.bbc.co.uk

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news.bbc.co.uk

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news.bbc.co.uk

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news.bbc.co.uk

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news.bbc.co.uk

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news.bbc.co.uk

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news.bbc.co.uk

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news.bbc.co.uk

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news.bbc.co.uk