Refereed full papers (journals, book chapters, international conferences)

2001

@inproceedings{KKN2001,
	vgclass =	{refpap},
	author =	{Russell J. Kennett and Kevin B. Korb and Ann E.
	Nicholson},
	title =	{Seabreeze Prediction Using {B}ayesian Networks},
	booktitle =	{Proceedings of the 4th Pacific-Asia Conference on
	Knowledge Discovery and Data Mining (PAKDD'01)},
	address =	{Hong Kong},
	pages =	{148--153},
	year =	{2001},
	url =	{ftp://ftp.csse.monash.edu.au/pub/annn/PAKDD01.ps},
	abstract =	{In this paper we examine the use of Bayesian networks
	(BNs) for improving weather prediction, applying them to the problem of
	predicting sea breezes. We compare a preexisting Bureau of Meteorology
	rule based system with an elicited BN and others learned by two data
	mining programs, TETRAD II [Spirtes et al., 1993] and Causal MML
	[Wallace and Korb, 1999]. These Bayesian nets are shown to
	significantly outperform the rule based system in predictive
	accuracy.},
}