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Improving dairy yield predictions through combined record classifiers and specialized artificial neural networks
Improving dairy yield predictions through combined record classifiers and specialized artificial neural networks
- Source :
- Computers and Electronics in Agriculture. 20:199-213
- Publication Year :
- 1998
- Publisher :
- Elsevier BV, 1998.
-
Abstract
- A multi-network system, comprising a neural classifier and two specialized neural predictors, was developed for prediction of milk yield from monthly records of Holstein dairy cattle. The classifier categorized records based on high- (≥9000 kg) and low-yields (
- Subjects :
- Engineering
Artificial neural network
business.industry
Animal production
food and beverages
Forestry
Horticulture
Milk production
Machine learning
computer.software_genre
Computer Science Applications
fluids and secretions
Milk yield
Data pre-processing
Artificial intelligence
business
Agronomy and Crop Science
Classifier (UML)
computer
Dairy cattle
Subjects
Details
- ISSN :
- 01681699
- Volume :
- 20
- Database :
- OpenAIRE
- Journal :
- Computers and Electronics in Agriculture
- Accession number :
- edsair.doi...........4e12370241a07e0264819f01aa03bec1
- Full Text :
- https://doi.org/10.1016/s0168-1699(98)00018-0