On-line detection of mastitis in dairy herds using artificial neural networks

Wang, E; Samarasinghe, Sandhya

On-line detection of mastitis in dairy herds using artificial neural networks

dc.contributor.author	Wang, E
dc.contributor.author	Samarasinghe, Sandhya
dc.coverage.spatial	Melbourne, Australia
dc.date.accessioned	2013-05-16T03:31:23Z
dc.date.available	2013-05-16T03:31:23Z
dc.date.issued	2005-12
dc.description.abstract	Mastitis, one of the most significant diseases in dairy herds, is a highly complex sequence of events with various biological causes and associated physiological and behavioral effects that occur as bacterial infection progresses. The aim of the research is to develop a model for online detection of mastitis for robotic milking stations.
dc.format.extent	pp.273-278
dc.identifier	https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=elements_prod&SrcAuth=WosAPI&KeyUT=WOS:000290114100038&DestLinkType=FullRecord&DestApp=WOS_CPL
dc.identifier.isbn	9780975840009
dc.identifier.isbn	0-9758400-2-9
dc.identifier.other	BUQ81 (isidoc)
dc.identifier.uri	https://hdl.handle.net/10182/5444
dc.language.iso	en
dc.publisher	Modelling and Simulation Society of Australia and New Zealand
dc.relation	The original publication is available from Modelling and Simulation Society of Australia and New Zealand
dc.relation.isPartOf	MODSIM05 - International Congress on Modelling and Simulation: Advances and Applications for Management and Decision Making, Proceedings
dc.relation.uri	https://www.mssanz.org.au/modsim05/authorsS-T.htm#s
dc.rights	© 2007 Modelling & Simulation Society of Australia & New Zealand Inc.
dc.source	MODSIM 2005 International Congress on Modelling and Simulation
dc.subject	principal component analysis
dc.subject	self organising maps (SOM)
dc.subject	mastitis
dc.subject	artificial neural networks
dc.subject.anzsrc	ANZSRC::080108 Neural, Evolutionary and Fuzzy Computation
dc.subject.anzsrc	ANZSRC::170205 Neurocognitive Patterns and Neural Networks
dc.title	On-line detection of mastitis in dairy herds using artificial neural networks
dc.type	Conference Contribution - published
lu.contributor.unit	LU
lu.contributor.unit	LU\|Faculty of Environment, Society and Design
lu.contributor.unit	LU\|Faculty of Environment, Society and Design\|SOLA
lu.contributor.unit	LU\|Research Management Office
lu.contributor.unit	LU\|Faculty of Environment, Society and Design\|OLD NRE
lu.contributor.unit	LU\|Research Management Office\|OLD QE18
lu.identifier.orcid	0000-0003-2943-4331
lu.subtype	Conference Paper
pubs.finish-date	2005-12-15
pubs.publication-status	Published
pubs.start-date	2005-12-12