28 citations · 30 across the 3 of their papers we have counts for
3 papers
cs.AI2013★ 1 cited
Ergo: A Graphical Environment for Constructing Bayesian
Ingo Beinlich, Edward H. Herskovits
We describe an environment that considerably simplifies the process of generating Bayesian belief networks. The system has been implemented on readily available, inexpensive hardwa…
cs.AI2013★ 28 cited
Kutato: An Entropy-Driven System for Construction of Probabilistic Expert Systems from Databases
Edward H. Herskovits, Gregory F. Cooper
Kutato is a system that takes as input a database of cases and produces a belief network that captures many of the dependence relations represented by those data. This system incor…
cs.AI2013★ 1 cited
A Bayesian Method for Constructing Bayesian Belief Networks from Databases
Gregory F. Cooper, Edward H. Herskovits
This paper presents a Bayesian method for constructing Bayesian belief networks from a database of cases. Potential applications include computer-assisted hypothesis testing, autom…