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MSBNx: A Component-Centric Toolkit for
Modeling and Inference with Bayesian
Networks
July 1, 2001
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Download PDF
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BibTex
Authors

Eric Horvitz

David Hovel

Carl Kadie
Publication Type
TechReport
Pages
33
Number
MSR-TR-2001-67

Abstract

Related Info
Abstract
We review the functionality of a modular, component-based tool kit for Bayesian network
development and inference. Beyond its operation as a standalone modeling and inference
environment, MSBNx facilitates the development of standalone applications by providing a set
of run-time components that provide Bayesian reasoning services when integrated into other
programs. MSBNx inferential operations provide both inference about states of inference and
about the value of information for unobservered evidence. The services and modeling
environment supports both diagnostic and troubleshooting mingles observations and repair
operations. MSBNx facilitates the development and use of new add-in components. The
modeling environment provides a means for assessing distinctions and beliefs, and special
interfaces and tools for representing the asymmetric nature of probability distributions.
Related Info
Related Files
 tr-2001-67.doc
Research Areas
 Computer systems and networking
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 Microsoft Research Lab - Redmond
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