David Henry

Publication Activity (10 Years)

Years Active: 2005-2017
Publications (10 Years): 4

Top Topics

Classification Models

Ensemble Classifier

Multi Class Classification Problems

Unsupervised Learning

Top Venues

Comput. Electron. Agric.

PAKDD (Workshops)

Expert Syst. Appl.

Publications

Robert Dunne, David Henry, Richard Rawnsley, Ashfaqur Rahman
Behavior Classification of Dairy Cows Fitted with GPS Collars. PAKDD (Workshops) (2017)
Md. Sumon Shahriar, Daniel V. Smith, Ashfaqur Rahman, Mark Freeman, James Hills, Richard Rawnsley, David Henry, Greg Bishop-Hurley
Detecting heat events in dairy cows using accelerometers and unsupervised learning. Comput. Electron. Agric. 128 (2016)
Daniel V. Smith, Ashfaqur Rahman, Greg Bishop-Hurley, James Hills, Md. Sumon Shahriar, David Henry, Richard Rawnsley
Behavior classification of cows fitted with motion collars: Decomposing multi-class classification into a set of binary problems. Comput. Electron. Agric. 131 (2016)
Ashfaqur Rahman, Daniel V. Smith, James Hills, Greg Bishop-Hurley, David Henry, Richard Rawnsley
A comparison of autoencoder and statistical features for cattle behaviour classification. IJCNN (2016)
Daniel V. Smith, Ritaban Dutta, Andrew D. Hellicar, Greg Bishop-Hurley, Richard Rawnsley, David Henry, James Hills, Greg P. Timms
Bag of Class Posteriors, a new multivariate time series classifier applied to animal behaviour identification. Expert Syst. Appl. 42 (7) (2015)
Ritaban Dutta, Daniel V. Smith, Richard Rawnsley, Greg Bishop-Hurley, James Hills, Greg P. Timms, David Henry
Dynamic cattle behavioural classification using supervised ensemble classifiers. Comput. Electron. Agric. 111 (2015)
Michael J. Hill, Catherine J. Ticehurst, Jong-Sen Lee, Mitchell R. Grunes, Graham E. Donald, David Henry
Integration of optical and radar classifications for mapping pasture type in Western Australia. IEEE Trans. Geosci. Remote. Sens. 43 (7) (2005)