James Hills

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 6

Top Topics

Ensemble Classifier

Unsupervised Learning

Multi Class Classification Problems

Top Venues

Comput. Electron. Agric.

IEEE Geosci. Remote. Sens. Lett.

Publications

Nan Ye, Jeffrey P. Walker, Ying Gao, Ivan Popstefanija, James Hills
Comparison Between Thermal-Optical and L-Band Passive Microwave Soil Moisture Remote Sensing at Farm Scales: Towards UAV-Based Near-Surface Soil Moisture Mapping. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Nan Ye, Jeffrey P. Walker, In-Young Yeo, Thomas J. Jackson, Yann Kerr, Edward J. Kim, Andrew McGrath, Ivan Popstefanija, Mark A. Goodberlet, James Hills
Toward P-Band Passive Microwave Sensing of Soil Moisture. IEEE Geosci. Remote. Sens. Lett. 18 (3) (2021)
Xiaoling Wu, Nan Ye, Jeffrey P. Walker, James Hills, François Jonard, Valentijn R. N. Pauwels
Multi-Platform Radiometer Systems for Surface Soil Moisture Retrieval. IGARSS (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)
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)
Theodor G. Wyeld, Brett Leavy, Joti Carroll, Craig Gibbons, Brendan Ledwich, James Hills
The Ethics of Indigenous Storytelling: using the Torque Game Engine to Support Australian Aboriginal Cultural Heritage. DiGRA Conference (2007)
Craig Gibbons, Theodor G. Wyeld, Brett Leavy, James Hills
Reflecting on the Creation of an Authentic Aural Experience in the Digital Songlines Game Engine: Part of a Contextualised Cultural Heritage Knowledge Toolkit. VAST (2006)
Craig Gibbons, Theodor G. Wyeld, Brett Leavy, James Hills
Creating an Authentic Aural Experience in the Digital Songlines Game Engine: Part of a Contextualised Cultural Heritage Knowledge Toolkit. VSMM (2006)