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Fixed-time data segmentation and behavior classification of pasture-based cattle: Enhancing performance using a hidden Markov model

Computers and Electronics in Agriculture(2017)

Cited 10|Views2
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Abstract
•A hidden Markov model was developed to improve cattle behavior classification.•The hidden Markov model significantly reduced segment classification errors.•Classifier and hidden Markov model together can improve cattle behavior prediction.
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Key words
Dairy cattle,Hidden Markov model,Automated measures,Classification,Transition detection
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