1423 search results - page 52 / 285 » Object-Oriented Bayesian Networks |
84
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RSFDGRC
2005
Springer
15 years 6 months ago
2005
Springer
Pawlak recently introduced rough set flow graphs (RSFGs) as a graphical framework for reasoning from data. Each rule is associated with three coefficients, which have been shown t...
115
Voted
AIME
2007
Springer
15 years 4 months ago
2007
Springer
Abstract. Disease processes in patients are temporal in nature and involve uncertainty. It is necessary to gain insight into these processes when aiming at improving the diagnosis,...
114
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ICML
1996
IEEE
16 years 1 months ago
1996
IEEE
We introduce a method for learning Bayesian networks that handles the discretization of continuous variables as an integral part of the learning process. The main ingredient in th...
78
Voted
IPMU
2010
Springer
15 years 4 months ago
2010
Springer
Upon engineering a Bayesian network for the early detection of Classical Swine Fever in pigs, we found that the commonly used approach of separately modelling the relevant observab...
95
Voted
UAI
1997
15 years 1 months ago
1997
There is an obvious need for improving the performance and accuracy of a Bayesian network as new data is observed. Because of errors in model construction and changes in the dynam...