Greg Bishop-Hurley

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 17

Top Topics

Supervised Learning

Animal Behavior

Classification Accuracy

Data Representation

Top Venues

Comput. Electron. Agric.

Publications

Ziwei Wang, Reza Arablouei, Jiajun Liu, Paulo Borges, Greg Bishop-Hurley, Nicholas Heaney
Point-Syn2Real: Semi-Supervised Synthetic-to-Real Cross-Domain Learning for Object Classification in 3D Point Clouds. ICME (2023)
Ali Zia, Renuka Sharma, Reza Arablouei, Greg Bishop-Hurley, Jody McNally, Neil Bagnall, Vivien Rolland, Brano Kusy, Lars Petersson, Aaron Ingham
CVB: A Video Dataset of Cattle Visual Behaviors. CoRR (2023)
Ziwei Wang, Reza Arablouei, Jiajun Liu, Paulo Borges, Greg Bishop-Hurley, Nicholas Heaney
Point-Syn2Real: Semi-Supervised Synthetic-to-Real Cross-Domain Learning for Object Classification in 3D Point Clouds. CoRR (2022)
Reza Arablouei, Liang Wang, Caitlin Phillips, Lachlan Currie, Jordan Yates, Greg Bishop-Hurley
In-situ animal behavior classification using knowledge distillation and fixed-point quantization. CoRR (2022)
Reza Arablouei, Ziwei Wang, Greg Bishop-Hurley, Jiajun Liu
Multi-modal Sensor Data Fusion for In-situ Classification of Animal Behavior Using Accelerometry and GNSS Data. CoRR (2022)
Ziwei Wang, Jiajun Liu, Reza Arablouei, Greg Bishop-Hurley, Melissa Matthews, Paulo Borges
Multi-modal sensing for behaviour recognition. MobiCom (2022)
Seyedehfaezeh Hosseininoorbin, Siamak Layeghy, Brano Kusy, Raja Jurdak, Greg Bishop-Hurley, Paul L. Greenwood, Marius Portmann
Deep learning-based cattle behaviour classification using joint time-frequency data representation. Comput. Electron. Agric. 187 (2021)
Reza Arablouei, Lachlan Currie, Brano Kusy, Aaron Ingham, Paul L. Greenwood, Greg Bishop-Hurley
In-situ classification of cattle behavior using accelerometry data. Comput. Electron. Agric. 183 (2021)
Liang Wang, Reza Arablouei, Flavio A. P. Alvarenga, Greg Bishop-Hurley
Animal Behavior Classification via Accelerometry Data and Recurrent Neural Networks. CoRR (2021)
Reza Arablouei, Liang Wang, Lachlan Currie, Flavio A. P. Alvarenga, Greg Bishop-Hurley
Animal Behavior Classification via Deep Learning on Embedded Systems. CoRR (2021)
Shuwen Hu, Aaron Ingham, Sabine Schmoelzl, Jody McNally, Bryce Little, Daniel Smith, Greg Bishop-Hurley, You-Gan Wang, Yutao Li
Inclusion of features derived from a mixture of time window sizes improved classification accuracy of machine learning algorithms for sheep grazing behaviours. Comput. Electron. Agric. 179 (2020)
Seyedeh Fa'ezeh Hosseini Noorbin, Siamak Layeghy, Brano Kusy, Raja Jurdak, Greg Bishop-Hurley, Marius Portmann
Deep Learning-based Cattle Activity Classification Using Joint Time-frequency Data Representation. CoRR (2020)
Lauren R. Williams, Steven T. Moore, Greg Bishop-Hurley, Dave L. Swain
A sensor-based solution to monitor grazing cattle drinking behaviour and water intake. Comput. Electron. Agric. 168 (2020)
Lauren R. Williams, David R. Fox, Greg Bishop-Hurley, Dave L. Swain
Use of radio frequency identification (RFID) technology to record grazing beef cattle water point use. Comput. Electron. Agric. 156 (2019)
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)
L. A. González, Greg Bishop-Hurley, Rebecca N. Handcock, Christopher Crossman
Behavioral classification of data from collars containing motion sensors in grazing cattle. Comput. Electron. Agric. 110 (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)
Raja Jurdak, Peter I. Corke, Dhinesh Dharman, Guillaume Salagnac, Christopher Crossman, Philip Valencia, Greg Bishop-Hurley
Energy-efficient localization for virtual fencing. IPSN (2010)
Andre Zerger, Raphael A. Viscarra Rossel, Dave Swain, Tim Wark, Rebecca N. Handcock, V. A. J. Doerr, Greg Bishop-Hurley, E. D. Doerr, P. G. Gibbons, Craig Lobsey
Environmental sensor networks for vegetation, animal and soil sciences. Int. J. Appl. Earth Obs. Geoinformation 12 (5) (2010)
Tim Wark, Dave Swain, Christopher Crossman, Philip Valencia, Greg Bishop-Hurley, Rebecca N. Handcock
Sensor and Actuator Networks: Protecting Environmentally Sensitive Areas. IEEE Pervasive Comput. 8 (1) (2009)
Rebecca N. Handcock, Dave L. Swain, Greg Bishop-Hurley, Kym P. Patison, Tim Wark, Philip Valencia, Peter Corke, Christopher J. O'Neill
Monitoring Animal Behaviour and Environmental Interactions Using Wireless Sensor Networks, GPS Collars and Satellite Remote Sensing. Sensors 9 (5) (2009)
Tim Wark, Christopher Crossman, Philip Valencia, Peter I. Corke, Greg Bishop-Hurley, Dave Swain
A sensor network for compression and streaming of GPS trajectory data. SenSys (2008)
Tim Wark, Peter I. Corke, Pavan Sikka, Lasse Klingbeil, Ying Guo, Christopher Crossman, Philip Valencia, Dave Swain, Greg Bishop-Hurley
Transforming Agriculture through Pervasive Wireless Sensor Networks. IEEE Pervasive Comput. 6 (2) (2007)
Tim Wark, Wen Hu, Pavan Sikka, Lasse Klingbeil, Peter I. Corke, Christopher Crossman, Greg Bishop-Hurley
A model-based routing protocol for a mobile, delay tolerant network. SenSys (2007)
Ying Guo, Peter I. Corke, Geoff Poulton, Tim Wark, Greg Bishop-Hurley, Dave Swain
Animal Behaviour Understanding using Wireless Sensor Networks. LCN (2006)
Pavan Sikka, Peter I. Corke, Philip Valencia, Christopher Crossman, Dave Swain, Greg Bishop-Hurley
Wireless adhoc sensor and actuator networks on the farm. IPSN (2006)