Uncertainty in Artificial Intelligence
First Name   Last Name   Password   Forgot Password   Log in!
    Proceedings         Authors   Author's Info   Article details         Search    
Dynamic Construction of Belief Networks
Robert Goldman, Eugene Charniak
We describe a method for incrementally constructing belief networks. We have developed a network-construction language similar to a forward-chaining language using data dependencies, but with additional features for specifying distributions. Using this language, we can define parameterized classes of probabilistic models. These parameterized models make it possible to apply probabilistic reasoning to problems for which it is impractical to have a single large static model.
Keywords: null
Pages: 171-184
PS Link:
PDF Link: /papers/90/p171-goldman.pdf
AUTHOR = "Robert Goldman and Eugene Charniak",
TITLE = "Dynamic Construction of Belief Networks",
BOOKTITLE = "Uncertainty in Artificial Intelligence 6 Annual Conference on Uncertainty in Artificial Intelligence (UAI-90)",
PUBLISHER = "Elsevier Science",
ADDRESS = "Amsterdam, NL",
YEAR = "1990",
PAGES = "171--184"

hosted by DSL   •   site info   •   help