ML Anthology

BN-Tools: A Software Toolkit for Experimentation in BBNs

Benjamin B. Perry, Julie A. Stilson
AAAI 2002 pp. 963-964
doi:10.5555/777092.777244 /aaai/2002/perry2002aaai-bn/

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.

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Cite

Text

Perry and Stilson. "BN-Tools: A Software Toolkit for Experimentation in BBNs." AAAI Conference on Artificial Intelligence, 2002. doi:10.5555/777092.777244

Markdown

[Perry and Stilson. "BN-Tools: A Software Toolkit for Experimentation in BBNs." AAAI Conference on Artificial Intelligence, 2002.](https://mlanthology.org/aaai/2002/perry2002aaai-bn/) doi:10.5555/777092.777244

BibTeX

@inproceedings{perry2002aaai-bn,
  title     = {{BN-Tools: A Software Toolkit for Experimentation in BBNs}},
  author    = {Perry, Benjamin B. and Stilson, Julie A.},
  booktitle = {AAAI Conference on Artificial Intelligence},
  year      = {2002},
  pages     = {963-964},
  doi       = {10.5555/777092.777244},
  url       = {https://mlanthology.org/aaai/2002/perry2002aaai-bn/}
}