Development of a Novel Classification Approach for Cow Behavior Analysis Using Tracking Data and Unsupervised Machine Learning Techniques

Global Positioning Systems (GPSs) can collect tracking data to remotely monitor livestock well-being and pasture use. Supervised machine learning requires behavioral observations of monitored animals to identify changes in behavior, which is labor-intensive. Our goal was to identify animal behaviors...

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Bibliographic Details
Main Authors: Jiefei Liu, Derek W. Bailey, Huiping Cao, Tran Cao Son, Colin T. Tobin
Format: Article
Language:English
Published: MDPI AG 2024-06-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/24/13/4067