Tygrys.com - katalog stron : Computers : Artificial Intelligence : Belief Networks

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Znaleziono 13 stron w kategorii Belief Networks:

Tytuł strony: Association for Uncertainty in Artificial Intelligence
Opis strony: Main association for belief network researchers. Runs the annual Uncertainty in Artificial Intelligence (UAI) conferences, and the UAI mailing list.
Adres: http://www.auai.org/

Tytuł strony: Bayesian Network Repository
Opis strony: Maintained by Gal Elidan - over a dozen publicly available networks with documentation, in several popular interchange formats
Adres: http://www.cs.huji.ac.il/labs/compbio/Repository/

Tytuł strony: B-Course - Dependence and classification modeling
Opis strony: A free, interactive tutorial on Bayesian modeling, in particular dependence and classification modeling.
Adres: http://b-course.cs.helsinki.fi

Tytuł strony: Belief Networks and Variational Methods : Amos Storkey
Opis strony: Dynamic Trees are mixtures of tree structured belief networks, and are used as models for image segmentation and tracking.
Adres: http://www.anc.ed.ac.uk/~amos/belief.html

Tytuł strony: Belief Revision
Opis strony: Software, publications, teaching material, and news on belief revision - from the Business and Technology Research Laboratory at the University of Newcastle, Australia
Adres: http://beliefrevision.org

Tytuł strony: Cause, chance and Bayesian statistics
Opis strony: Briefing document with a short survey of Bayesian statistics
Adres: http://www.abelard.org/briefings/bayes.htm

Tytuł strony: Daphne's Approximate Group of Students (DAGS)
Opis strony: Daphne Koller's research group on probabilistic representation, reasoning, and learning at Stanford University
Adres: http://dags.stanford.edu

Tytuł strony: Decision Systems Lab (DSL)
Opis strony: Research group at the University of Pittsburgh with links to books and software on probabilistic, decision-theoretic, and econometric graphical models
Adres: http://www.sis.pitt.edu/~dsl/

Tytuł strony: An Introduction to Bayesian Networks and Their Contemporary Applications
Opis strony: A survey and tutorial by Daryle Niedermayer - covers material on Bayesian inference in general and selected industrial applications of graphical models
Adres: http://www.niedermayer.ca/papers/bayesian/

Tytuł strony: LAPLACE Group - Bayesian Models for Perception, Inference and Action
Opis strony: Probabilistic reasoning and genetic algorithms for perception, inference and action: Bayesian cognitive and brain models, software for robotics, probabilistic inference engine
Adres: http://www-laplace.imag.fr

Tytuł strony: Learning Bayesian Networks from Data
Opis strony: 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
Adres: http://www.cs.huji.ac.il/~nirf/Nips01-Tutorial/

Tytuł strony: Qualitative Verbal Explanations in Bayesian Belief Networks
Opis strony: Paper about combining probabilistic models and human-intuitive approaches to modeling uncertainty by generating qualitative verbal explanations of reasoning.
Adres: http://www.pitt.edu/~druzdzel/abstracts/aisb.html

Tytuł strony: Query DAGs: A Practical Paradigm for Implementing Belief-Network Inference
Opis strony: 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.
Adres: http://www.cs.cmu.edu/afs/cs/project/jair/pub/volume6/darwiche97a-html/jair-f.html

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