Dynamic cattle behavioural classification using supervised ensemble classifiers R Dutta, D Smith, R Rawnsley, G Bishop-Hurley, J Hills, G Timms, ... Computers and electronics in agriculture 111, 18-28, 2015 | 258 | 2015 |
Invited review: An evaluation of the likely effects of individualized feeding of concentrate supplements to pasture-based dairy cows JL Hills, WJ Wales, FR Dunshea, SC Garcia, JR Roche Journal of dairy science 98 (3), 1363-1401, 2015 | 164 | 2015 |
Behavior classification of cows fitted with motion collars: Decomposing multi-class classification into a set of binary problems D Smith, A Rahman, GJ Bishop-Hurley, J Hills, S Shahriar, D Henry, ... Computers and electronics in agriculture 131, 40-50, 2016 | 141 | 2016 |
Detecting heat events in dairy cows using accelerometers and unsupervised learning MS Shahriar, D Smith, A Rahman, M Freeman, J Hills, R Rawnsley, ... Computers and electronics in agriculture 128, 20-26, 2016 | 124 | 2016 |
More milk from forage: Milk production, blood metabolites, and forage intake of dairy cows grazing pasture mixtures and spatially adjacent monocultures KG Pembleton, JL Hills, MJ Freeman, DK McLaren, M French, ... Journal of Dairy Science 99 (5), 3512-3528, 2016 | 65 | 2016 |
A comparison of autoencoder and statistical features for cattle behaviour classification A Rahman, D Smith, J Hills, G Bishop-Hurley, D Henry, R Rawnsley 2016 international joint conference on neural networks (IJCNN), 2954-2960, 2016 | 45 | 2016 |
Virtual fencing technology to intensively graze lactating dairy cattle. I: Technology efficacy and pasture utilization AD Langworthy, M Verdon, MJ Freeman, R Corkrey, JL Hills, ... Journal of Dairy Science 104 (6), 7071-7083, 2021 | 44 | 2021 |
Nutritionism in a food policy context: the case of ‘animal protein’ F Leroy, T Beal, P Gregorini, GA McAuliffe, S van Vliet Animal Production Science 62 (8), 712-720, 2022 | 41 | 2022 |
Bag of class posteriors, a new multivariate time series classifier applied to animal behaviour identification D Smith, R Dutta, A Hellicar, G Bishop-Hurley, R Rawnsley, D Henry, ... Expert Systems with Applications 42 (7), 3774-3784, 2015 | 37 | 2015 |
An investigation of cow feeding behavior using motion sensors G Bishop-Hurley, D Henry, D Smith, R Dutta, J Hills, R Rawnsley, ... 2014 IEEE International Instrumentation and Measurement Technology …, 2014 | 32 | 2014 |
Toward P-band passive microwave sensing of soil moisture N Ye, JP Walker, IY Yeo, TJ Jackson, Y Kerr, E Kim, A McGrath, ... IEEE Geoscience and Remote Sensing Letters 18 (3), 504-508, 2020 | 30 | 2020 |
Conditioned feeding responses of sheep towards flavoured foods associated with casein administration: the role of long delay learning G Arsenos, J Hills, I Kyriazakis Animal Science 70 (1), 157-169, 2000 | 21 | 2000 |
Cattle behaviour classification using 3-axis collar sensor and multi-classifier pattern recognition R Dutta, D Smith, R Rawnsley, G Bishop-Hurley, J Hills SENSORS, 2014 IEEE, 1272-1275, 2014 | 20 | 2014 |
Heat event detection in dairy cows with collar sensors: An unsupervised machine learning approach MS Shahriar, D Smith, A Rahman, D Henry, G Bishop-Hurley, R Rawnsley, ... 2015 IEEE SENSORS, 1-4, 2015 | 17 | 2015 |
Conditioned feeding responses in sheep to flavoured foods associated with sulphur doses J Hills, I Kyriazakis, JV Nolan, GN Hinch, JJ Lynch Animal Science 69 (2), 313-325, 1999 | 15 | 1999 |
Preliminary studies toward managing walnut blight in Tasmania, Australia MD Lang, KJ Evans, JL Hills V International Walnut Symposium 705, 451-456, 2004 | 13 | 2004 |
Comparison between thermal-optical and L-band passive microwave soil moisture remote sensing at farm scales: Towards UAV-based near-surface soil moisture mapping N Ye, JP Walker, Y Gao, I PopStefanija, J Hills IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2023 | 12 | 2023 |
Influence of benzimidazole fungicides on incidence of Botrytis allii infection of onion leaves and subsequent incidence of onion neck rot in storage in Tasmania, Australia MI Chilvers, FS Hay, J Hills, JJC Dennis, CR Wilson Australian Journal of Experimental Agriculture 46 (12), 1661-1664, 2006 | 11 | 2006 |
Familiar odour and flavour cues reduce feed neophobia in sheep GN Hinch, J Hills, JJ Lynch, JV Nolan Science Access 1 (1), 97-99, 2004 | 11 | 2004 |
Field evaluation of automated site-specific irrigation for cotton and perennial ryegrass using soil-water sensors and Model Predictive Control A McCarthy, J Foley, P Raedts, J Hills Agricultural Water Management 277, 108098, 2023 | 9 | 2023 |