I am looking for any information (papers,reports,links,...)
dealing with and-gates, or-gates, sum-gates,... for use in
bayesian networks. In general, I am interested in obtaining
information about any method useful for specifying a full
conditional probability table (for a node in a bayesian network
given the values of its parent nodes) as a function of some
parameters relating only the child node with each of its
parents:
P(X | C1,C2...,Cn) = f(par(X,C1),par(X,C2),...,par(X,Cn))
In addition to the refs Kevin Murphy sent out, try the SPI and Local
Expression Language work of Bruce D'Ambrosio:
http://www.cs.orst.edu/~dambrosi/bayesian/papers.html
--Othar