166 search results - page 1 / 34 » Full Bayesian network classifiers |
99
Voted
ICML
2006
IEEE
15 years 11 months ago
2006
IEEE
The structure of a Bayesian network (BN) encodes variable independence. Learning the structure of a BN, however, is typically of high computational complexity. In this paper, we e...
96
Voted
FLAIRS
2008
15 years 1 months ago
2008
An efficient framework is proposed for the fast recovery of Bayesian network classifier. A novel algorithm, called Iterative Parent-Child learningBayesian Network Classifier (IPC-...
111
Voted
AAAI
2004
15 years 10 days ago
2004
The aim of this paper is to compare Bayesian network classifiers to the k-NN classifier based on a subset of features. This subset is established by means of sequential feature se...
ICML
2002
IEEE
15 years 11 months ago
2002
IEEE
The naive classifier is a well-established mathematical model whose simplicity, speed and accuracy have made it a popular choice for classification in AI and engineering. In this ...
104
Voted
IJIS
2006
14 years 11 months ago
2006
We discuss an application of a family of Bayesian network models