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Software: Artificial Intelligence Belief Networks Software:  English Science Math Statistics Bayesian Analysis: Software English Computers Artificial Intelligence Machine Learning: Software DEALComputers: DEAL, Belief Networks Software Open source package for the technical computing language R DEAL developed by Aalborg University and Novo Nordisk A/S - analysis and structure learning of Bayesian networks with discrete and/or continuous variables. Genie/SmileComputers: Genie/Smile, Belief Networks Software GeNIe is a development environment for building graphical decision-theoretic models running under Windows operating systems Genie/Smile SMILE is its portable inference engine, consisting of a library of C++ classes, currently compiled for Windows, Solaris and Linux. Inquiring Knowledge Networks On the Web (IKNOW)Computers: Inquiring, Belief Networks Software IKNOW Knowledge Networks On the Web (IKNOW) an interdisciplinary project from the University of Illinois at Urbana-Champaign, helps enhance individuals' ability to access and visualize an organization's knowledge and social capital. BUGS - Bayesian inference Using Gibbs Sampling - SoftwareComputers: BUGS, Belief Networks Software Bayesian analysis of complex statistical models using Markov chain Monte Carlo Bayesian inference Using Gibbs Sampling Software MCMC, methods. Bayesian Knowledge Discoverer - SoftwareComputers: Bayesian, Belief Networks Software Able to learn Bayesian Belief Networks from Knowledge Discoverer Software possibly incomplete, databases. Algorithm based on the Bound and Collapse estimation method. RISOComputers: RISO, Belief Networks Software Robert Dodier's open source package for distributed RISO heterogeneous belief networks in Java - allows different conditional distributions. XML Belief Network File FormatComputers: XML Belief, Belief Networks Software Proposed XML standard for describing Bayesian belief networks Network File Format . Knowledge Industries, In:c.Computers: Knowledge, Belief Networks Software Builds and licenses diagnostic software based upon Bayesian Belief Networks for medical Industries, In:c. industrial and management applications. Software includes editors/compilers, test/review tools and inference engines embeddable in stand-alone and web-based applications. Software for Manipulating Belief NetworksComputers: Software, Belief Networks Software Reviews free and commercial belief network software for Manipulating Belief Networks No longer updated, but the reviews are comprehensive. BayesiaLabComputers: BayesiaLab, Belief Networks Software Bayesian network laboratory producing a broad set of tools for structure learning BayesiaLab analysis, adaptive questionnaires, and dynamic Bayesian networks. Ergo - SoftwareComputers: Ergo, Belief Networks Software A Bayesian network editor and solver Software [Windows/Macintosh]. WebWEavr-IIIComputers: WebWEavr-III, Belief Networks Software WEBWEAVR-III is a Java application that supports the construction of Bayesian networks WebWEavrIII inference in standard and dynamic Bayesian networks and decomposable Markov networks, construction and verification of multiply-sectioned Bayesian networks ,MSBNs,, inference in multi-agent MSBNs, and learning decomposable Markov networks. XBAIES - SoftwareComputers: XBAIES, Belief Networks Software Rob Cowell's windows-based system for bayesian network inference and learning Software . Lumina Decision SystemsComputers: Lumina, Belief Networks Software Makers of Analytica Decision Systems visual software tool for creating, analyzing, and communicating quantitative business models. JavaBayes - SoftwareComputers: JavaBayes, Belief Networks Software Bayesian networks in Java Software . Multiple EM for Motif Elicitation and Motif Alignment and Search Tool (MEME/MAST)Computers: Multiple, Belief Networks Software · MEME System is a program for discovering motifs in groups of related DNA or protein sequences EM for Motif Elicitation and Motif Alignment and Search Tool (MEME/MAST) MAST is a tool for searching biological sequence databases for sequences that contain one or more of a group of known motifs. XELOPES Data Mining Library - SoftwareComputers: XELOPES, Belief Networks Software · Platform- and data-source-independent library for embedded data mining based on the CWM/OMG and other data mining standards Data Mining Library Software XELOPES-Java algorithms: SVMs, market basket analysis, sequence analysis, decision trees, cluster analysis, multidimensional grouping. XELOPES-C++ algorithms: SVMs, decision trees. [GPL]. An Introduction to Bayesian Networks and Their Contemporary ApplicationsArtificial Intelligence Belief Networks - A survey and tutorial by Daryle Niedermayer - covers material on Bayesian inference in general and selected industrial applications of graphical models to Bayesian Networks and Their Contemporary Applications Bayesian Network Repository - SoftwareArtificial Intelligence Belief Networks - Maintained by Gal Elidan - over a dozen publicly available networks with documentation Network Repository Software in several popular interchange formats. Belief Networks and Variational Methods : Amos Storkey - SoftwareArtificial Intelligence Belief Networks - Dynamic Trees are mixtures of tree structured belief networks Networks and Variational Methods : Amos Storkey Software and are used as models for image segmentation and tracking. Qualitative Verbal Explanations in Bayesian Belief NetworksArtificial Intelligence Belief Networks - Paper about combining probabilistic models and human-intuitive approaches to modeling uncertainty by generating qualitative verbal explanations of reasoning Verbal Explanations in Bayesian Belief Networks . Learning Bayesian Networks from Data - SoftwareArtificial Intelligence Belief Networks - Slides and additional notes from a tutorial by Nir Friedman and Daphne Koller on automated learning of belief networks Bayesian Networks from Data Software given at the Neural Information Processing Systems ,NIPS-2001, conference. | |||||||