David Henry

Detecting heat events in dairy cows using accelerometers and unsupervised learning

Mark Freeman, Md. Sumon Shahriar, Daniel V. Smith, 2016, Comput. Electron. Agric..

Heat event detection in dairy cows with collar sensors: An unsupervised machine learning approach

Ashfaqur Rahman, Greg Bishop-Hurley, Md. Sumon Shahriar, 2015, 2015 IEEE SENSORS.

Behavior Classification of Dairy Cows Fitted with GPS Collars

Robert Dunne, Ashfaqur Rahman, Richard Rawnsley, 2017, PAKDD.

Bag of Class Posteriors, a new multivariate time series classifier applied to animal behaviour identification

Greg P. Timms, Daniel V. Smith, Andrew D. Hellicar, 2015, Expert Syst. Appl..

A comparison of autoencoder and statistical features for cattle behaviour classification

Daniel V. Smith, Richard Rawnsley, James Hills, 2016, 2016 International Joint Conference on Neural Networks (IJCNN).

Dynamic cattle behavioural classification using supervised ensemble classifiers

Greg Bishop-Hurley, Greg P. Timms, Daniel V. Smith, 2015, Comput. Electron. Agric..

Behavior classification of cows fitted with motion collars: Decomposing multi-class classification into a set of binary problems

Md. Sumon Shahriar, Daniel V. Smith, Richard Rawnsley, 2016, Comput. Electron. Agric..