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 Computers > Belief Networks

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Computers > 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/

Graand

Free Classified Ads Portal

www.graand.com

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/

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

Tech show bucks global downturn

More than 130,000 people are expected to travel to Las Vegas for the giant Consumer Electronics Show.

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, say critics.

news.bbc.co.uk

Apple spoils iPhone forgery plans

Consumers are being warned to be on the look out for fake iPhone Nanos, despite the real thing not even being released.

news.bbc.co.uk

Hard drive destruction 'crucial'

The only way to stop fraudsters stealing information from old hard drives is by destroying them completely, a study finds.

news.bbc.co.uk

Fizzling out

No iPhone buzz for fans at Apple's last Macworld show

news.bbc.co.uk

USB danger

Revealing the dark side of the humble flash drive

news.bbc.co.uk

Police 'encouraged' to hack more

The Home Office has signed up to an EU suggestion allowing police to remotely access computers without a search warrant.

news.bbc.co.uk

Be not afraid: Nepalese children's first encounters with computers

The E-library in Nepal proves a hit with children unfamiliar with computers.

news.bbc.co.uk

China to 'clean up' the internet

China launches a new campaign to get rid of unhealthy, vulgar and pornographic content.

news.bbc.co.uk

Out of office

Bill Thompson got a social network for Christmas

news.bbc.co.uk

Twitter hit by security breaches

The micro-blogging site has to deal with both a phishing scam and a hack of some very high profile accounts.

news.bbc.co.uk

Virtual lounging

Sitting together to watch a video when miles apart

news.bbc.co.uk

Palm unveils smartphone at show

Handheld computing firm Palm unveils a smartphone called Pre at the Consumer Electronics Show in Las Vegas.

news.bbc.co.uk

UFO claim over wind farm damage

UFO researchers claim damage to a Lincolnshire wind farm turbine was caused by a mystery aircraft.

news.bbc.co.uk

Net benefits

Can superfast fibre networks light up the UK economy?

news.bbc.co.uk

Getting into space by broomstick

The proposed space elevator project could be powered by a simple new approach, demonstrated using a broomstick.

news.bbc.co.uk

Charging gadgets using a magnet

Magnetic induction could soon be used to charge a gadget, rather than using a direct cable connection into the mains.

news.bbc.co.uk

Microsoft begins Windows 7 push

Microsoft's Steve Ballmer kicked off the Consumer Electronics Show in Las Vegas by announcing the first public release of Windows 7.

news.bbc.co.uk

Do-it-yourself 3D movies at home

New 3D technology may mean films might no longer be the sole province of movie studios.

news.bbc.co.uk

Get your up-to-date fix of blog posts about all things digital

news.bbc.co.uk

Gadgets galore

Some of the goodies on offer at Las Vegas tech fair

news.bbc.co.uk

Computer-esque books to lure boys

Books illustrated with computer- generated images are the latest attempt by publishers to get boys reading.

news.bbc.co.uk

Cloud hangs over Macworld show

More than 50,000 people are expected at the Macworld show this week for the final year that Apple will take part.

news.bbc.co.uk

Apple's Jobs admits poor health

Steve Jobs, head of Apple, has disclosed in a press statement that he is being treated for a hormone imbalance.

news.bbc.co.uk

Ofcom benchmarks broadband speeds

In what it describes as one of the most thorough ever tests, the regulator finds the average UK broadband speed is 3.6Mbps.

news.bbc.co.uk