BN-tools: a software toolkit for experimentation in BBNs

Authors:
Benjamin Perry;Julie Stilson
Affiliations:
Laboratory for Knowledge Discovery in Database, Kansas State University, 234 Nichols Hall, Manhattan, KS;Laboratory for Knowledge Discovery in Database, Kansas State University, 234 Nichols Hall, Manhattan, KS
Venue:
Eighteenth national conference on Artificial intelligence
Year:
2002

Citing 2
Cited 0

A Bayesian Method for the Induction of Probabilistic Networks from Data

Machine Learning
AIS-BN: an adaptive importance sampling algorithm for evidential reasoning in large Bayesian networks

Journal of Artificial Intelligence Research

Quantified Score

Hi-index	0.00

Visualization

Abstract

In this paper, I describe BN-Tools, an open-source, Java-based library for experimental research in Bayesian belief networks (BBNs) that implements several popular algorithms for estimation (approximate inference) and learning along with a graphical user interface for interactive display and editing of graphical models.