| Directory > Computers > Artificial Intelligence > Belief Networks > Software Bayesian Belief and Decision Networks Applet
CISpace tools for learning about belief networks: a set of Java applets and example networks.
http://www.cs.ubc.ca/labs/lci/CIspace/version2/bayes.html
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CleverSet, Inc.
Develops and exploits proprietary Relational Bayesian Modeling (RBM) technology and applications
that provide real-time, actionable results from large amounts of dynamic, multi-faceted, ambiguous
information.
http://www.cleverset.com
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DecsionQ Bayesian Predictive Analysis Software
A data mining software company that has a fully automated data modeling and predictive analytics
package.
http://www.decisionq.com
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XML Belief Network File Format
Proposed XML standard for describing Bayesian belief networks.
http://www.research.microsoft.com/dtas/bnformat/
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Bayesline
Very generic and free (LGPL) Belief Network Framework in C++ - supports a broad range of knowledge
and dependency types for network variables and clusters of variables
http://bayesline.sourceforge.net
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Kevin Murphy's list of Bayesian network software
Most up-to-date list available.
http://www.ai.mit.edu/~murphyk/Software/bnsoft.html
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Inquiring Knowledge Networks On the Web (IKNOW)
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
http://iknow.spcomm.uiuc.edu
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Bayesian Network tools in Java (BNJ)
Open-source suite of software tools for research and development using graphical models of
probability, published by Kansas State University Laboratory for Knowledge Discovery in Databases
(KDD)
http://bndev.sourceforge.net
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BayesiaLab
Bayesian network laboratory producing a broad set of tools for structure learning, analysis,
adaptive questionnaires, and dynamic Bayesian networks
http://www.bayesia.com
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DEAL
Open source package for the technical computing language R, developed by Aalborg University and
Novo Nordisk A/S - analysis and structure learning of Bayesian networks with discrete and/or
continuous variables
http://www.math.auc.dk/novo/deal
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RISO
Robert Dodier's open source package for distributed, heterogeneous belief networks in Java - allows
different conditional distributions
http://riso.sourceforge.net
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Bayesian Network Toolbox (BNT)
Kevin Murphy's MATLAB toolbox - supports dynamic BNs, decision networks, many exact and approximate
inference algorithms, parameter estimation, and structure learning
http://www.ai.mit.edu/~murphyk/Software/BNT/bnt.html
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WebWEavr-III
WEBWEAVR-III is a Java application that supports the construction of Bayesian networks, 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.
http://snowhite.cis.uoguelph.ca/faculty_info/yxiang/ww3/
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Ergo
A Bayesian network editor and solver. [Windows/Macintosh]
http://www.noeticsystems.com/ergo/
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BucketElim
UNIX and Windows NT bucket-elimination inference software for belief networks.
http://www1.ics.uci.edu/~irinar/
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BayesBuilder
A tool for constructing and testing Bayesian networks.
http://www.mbfys.kun.nl/snn/Research/bayesbuilder/
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Bayesian Knowledge Discoverer
Able to learn Bayesian Belief Networks from (possibly incomplete) databases. Algorithm based on the
Bound and Collapse estimation method.
http://kmi.open.ac.uk/projects/bkd/
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Belief Net Power Constructor
System based on Jie Cheng's three-phase belief network construction algorithm. Includes a
wizard-like user interface and a belief network construction engine.
http://www.cs.ualberta.ca/~jcheng/bnpc.htm
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CoCo
Model selection on graphical models (including belief networks).
http://www.math.auc.dk/~jhb/CoCo/cocoinfo.html
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XBAIES
Rob Cowell's windows-based system for bayesian network inference and learning.
http://www.staff.city.ac.uk/~rgc/webpages/xbpage.html
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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 Linux.
http://www2.sis.pitt.edu/~genie/
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Pronel
Data mining tool for extracting Bayesian networks from data.
http://www.bayesian.net/pronel/index.html
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JavaBayes
Bayesian networks in Java.
http://www.cs.cmu.edu/~javabayes/Home/
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BUGS - Bayesian inference Using Gibbs Sampling
Bayesian analysis of complex statistical models using Markov chain Monte Carlo (MCMC) methods.
http://www.mrc-bsu.cam.ac.uk/bugs/
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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.
http://www.norsys.com/netica.html
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Pulcinella
Tool for propagating uncertainty through local computations based on the general framework of
valuation systems proposed by Shenoy and Shafer.
http://iridia.ulb.ac.be/pulcinella/Welcome.html
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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.
http://www.cs.Helsinki.FI/research/cosco/Projects/NONE/SW/
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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 applications.
http://www.kic.com
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Lumina Decision Systems
Makers of Analytica, visual software tool for creating, analyzing, and communicating quantitative
business models.
http://www.lumina.com/
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MIM
Windows program for graphical modelling.
http://www.hypergraph.dk/
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Software for Manipulating Belief Networks
Reviews free and commercial belief network software. No longer updated, but the reviews are
comprehensive.
http://bayes.stat.washington.edu/almond/belief.html
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Microsoft Belief Network Tools
Free Windows software for creation, assessment and evaluation of belief networks.
http://www.research.microsoft.com/dtas/msbn/default.htm
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