ML Anthology

SMILE: Structural Modeling, Inference, and Learning Engine and GeNIE: A Development Environment for Graphical Decision-Theoretic Models

Marek J. Druzdzel
AAAI 1999 pp. 902-903
/aaai/1999/druzdzel1999aaai-smile/

Abstract

SMILE (Structural Modeling, Inference, and Learning Engine) is a fully portable library of C++ classes implementing graphical decision-theoretic methods, such as Bayesian networks and influence diagrams, directly amenable to inclusion in intelligent systems. Its Windows user interface, GeNIe is a versatile and user-friendly development environment for graphical decision-theoretic models. Both modules, developed at the Decision Systems Laboratory, University of Pittsburgh, have been made available to the community in July 1998 at http://www2.sis.pitt.edu/~genie and have over 1,200 users worldwide (as of April 1999). This document summarizes the basic features of GeNIe and SMILE

PDF AAAI Semantic Scholar

Cite

Text

Druzdzel. "SMILE: Structural Modeling, Inference, and Learning Engine and GeNIE: A Development Environment for Graphical Decision-Theoretic Models." AAAI Conference on Artificial Intelligence, 1999.

Markdown

[Druzdzel. "SMILE: Structural Modeling, Inference, and Learning Engine and GeNIE: A Development Environment for Graphical Decision-Theoretic Models." AAAI Conference on Artificial Intelligence, 1999.](https://mlanthology.org/aaai/1999/druzdzel1999aaai-smile/)

BibTeX

@inproceedings{druzdzel1999aaai-smile,
  title     = {{SMILE: Structural Modeling, Inference, and Learning Engine and GeNIE: A Development Environment for Graphical Decision-Theoretic Models}},
  author    = {Druzdzel, Marek J.},
  booktitle = {AAAI Conference on Artificial Intelligence},
  year      = {1999},
  pages     = {902-903},
  url       = {https://mlanthology.org/aaai/1999/druzdzel1999aaai-smile/}
}