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

  • Druzdzel M
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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.

Author-supplied keywords

  • 1999
  • 6 tructural 0 odeling
  • 60
  • a development environment for
  • aaai-99
  • and
  • earning
  • florida
  • graphical decision-theoretic
  • h
  • h1
  • intelligence
  • j
  • july 18-22
  • national conference on artificial
  • nference
  • ngine and
  • orlando
  • pages 342-343
  • proceedings of the sixteenth

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Authors

  • Marek J Druzdzel

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