Richard Rawnsley

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 10

Top Topics

Unsupervised Learning

Ensemble Classifier

Multi Class Classification Problems

Top Venues

Comput. Electron. Agric.

Publications

Gustavo Togeiro de Alckmin, Arko Lucieer, Richard Rawnsley, Lammert Kooistra
Perennial ryegrass biomass retrieval through multispectral UAV data. Comput. Electron. Agric. 193 (2022)
Gustavo Togeiro de Alckmin, Lammert Kooistra, Richard Rawnsley, Sytze de Bruin, Arko Lucieer
Retrieval of Hyperspectral Information from Multispectral Data for Perennial Ryegrass Biomass Estimation. Sensors 20 (24) (2020)
Gustavo Togeiro de Alckmin, Arko Lucieer, Gerbert Roerink, Richard Rawnsley, Idse Hoving, Lammert Kooistra
Retrieval of Crude Protein in Perennial Ryegrass Using Spectral Data at the Canopy Level. Remote. Sens. 12 (18) (2020)
Zongyuan Zhao, Wenli Yang, Winyu Chinthammit, Richard Rawnsley, Paul Neumeyer, Stephen Cahoon
A New Approach to Utilize Augmented Reality on Precision Livestock Farming. ICAT-EGVE (2017)
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)
Greg Bishop-Hurley, Dave Henry, Daniel V. Smith, Ritaban Dutta, James Hills, Richard Rawnsley, Andrew D. Hellicar, Greg P. Timms, Ahsan Morshed, Ashfaqur Rahman, Claire D'Este, Yanfeng Shu
An investigation of cow feeding behavior using motion sensors. I2MTC (2014)