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Definition

Artificial Intelligence Belief Network: A methodological tool for intelligent data analysis, knowledge discovery, and machine learning.

ADVOCATE: Piloting software for unmanned underwater vehicles. Main Website: http://advocate.e-motive.com/   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. Main Website: http://www.auai.org/   B-Course - Dependence and classification modeling: A free, interactive tutorial on Bayesian modeling, in particular dependence and classification modeling. Main Website: http://b-course.cs.helsinki.fi   BayesBuilder: A tool for constructing and testing Bayesian networks. Main Website: http://www.mbfys.kun.nl/snn/Research/bayesbuilder/   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. Main Website: http://www.anc.ed.ac.uk/~amos/belief.html   BUGS - Bayesian inference Using Gibbs Sampling: Bayesian analysis of complex statistical models using Markov chain Monte Carlo (MCMC) methods. Main Website: http://www.mrc-bsu.cam.ac.uk/bugs/   CoCo: Model selection on graphical models (including belief networks). Main Website: http://www.math.auc.dk/~jhb/CoCo/cocoinfo.html   Complex Systems Computation Group (CoSCo): BAYDA software implements Bayesian predictive discriminant analysis, where the aim is to build a model for predicting the value of one discrete (class, group, category) variable using other variables. Main Website: http://www.cs.Helsinki.FI/research/cosco/Projects/NONE/SW/   Genie/Smile: GeNIe is a development environment for building graphical decision-theoretic models running under Windows operating systems. SMILE is its portable inference engine, consisting of a library of C++ classes, currently compiled for Windows, Solaris and Li Main Website: http://www2.sis.pitt.edu/~genie/   Heart Disease Program: Designed to act as an intellectual sounding board, assisting diagnosis and anticipating the effects of therapy for cardiovascular disorders. Main Website: http://medg.lcs.mit.edu/projects/hf.html   Knowledge Industries, Inc.: Builds and licenses diagnostic software based upon Bayesian Belief Networks for medical, industrial and management applications. Software includes editors/compilers, test/review tools and inference engines embeddable in stand-alone and web-based applica Main Website: http://www.kic.com   Machine Vision Based Traffic Surveillance: Machine Vision Based Traffic Surveillance Main Website: http://HTTP.CS.Berkeley.EDU/~pm/RoadWatch/index.html   MIM: Windows program for graphical modelling. Main Website: http://www.hypergraph.dk/   NIPS Workshop on Learning in bayesian networks and other Graphical Models: 1995. Main Website: http://www.research.microsoft.com/research/nips95bn/   Norsys Software Corp.: Netica is a complete program for working with belief networks and influence diagrams. Feature compiles belief (Bayesian) networks into a junction tree of cliques for fast probabilistic reasoning. Main Website: http://www.norsys.com/netica.html   Pulcinella: Tool for propagating uncertainty through local computations based on the general framework of valuation systems proposed by Shenoy and Shafer. Main Website: http://iridia.ulb.ac.be/pulcinella/Welcome.html   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. Main Website: 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. Main Website: http://www.cs.cmu.edu/afs/cs/project/jair/pub/volume6/darwiche97a-html/jair-f.html   READY: Resource-adaptive Dialog: Monitoring the current cognitive load and time limitations of a user. Main Website: http://w5.cs.uni-sb.de/~ready/   SERENE: Safety and Risk Evaluation using Bayesian Nets: Decision support method and tool for quantifying the safety of complex systems. Main Website: http://www.hugin.dk/serene/   Software for Manipulating Belief Networks: Reviews free and commercial belief network software. No longer updated, but the reviews are comprehensive. Main Website: http://bayes.stat.washington.edu/almond/belief.html   Special Track on Uncertainty, FLAIRS 2001: May 21-23 2001. Key West, Florida. FLAIRS seeks to bring together researchers working on issues related to reasoning under uncertainty. Main Website: http://www.flairs.com   UConn list of Bayesian Network Resources: Eugene Santos' lists of belief network research, papers, systems etc. Main Website: http://excalibur.brc.uconn.edu/~baynet/   XBAIES: Rob Cowell's windows-based system for bayesian network inference and learning. Main Website: http://www.staff.city.ac.uk/~rgc/webpages/xbpage.html

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