Publication

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

Authors
Wang, E, Samarasinghe, Sandhya
Date
2005-12
Type
Conference Contribution - published
Collections
Centre for Advanced Computational Solutions
Keywords
principal component analysis, self organising maps (SOM), mastitis, artificial neural networks
Fields of Research
ANZSRC::080108 Neural, Evolutionary and Fuzzy Computation, ANZSRC::170205 Neurocognitive Patterns and Neural Networks
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.
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Permalink
https://hdl.handle.net/10182/5444
Source DOI
Rights
© 2007 Modelling & Simulation Society of Australia & New Zealand Inc.
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