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- Smith, Daniel; Rahman, Ashfaqur; Bishop-Hurley, Greg J.; Hills, James; Shahriar, Sumon; Henry, David; Rawnsley, Richard
- Computers and electronics in agriculture 2016 v.131 pp. 40-50
- Holstein; collars; dairy cows; global positioning systems; grazing; head; management systems; microphones; models; neck; time series analysis; walking
- ... Precision management systems for livestock offer the potential to monitor and manage animals on an individual basis. A key component of these sensor based systems are the analytical models that automatically translate sensor data into different behavioral categories. A new methodology was proposed for multi-class behavior modeling based upon the “one-vs-all” framework. This methodology differs fro ...