| 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 | 193 | 2015 |
| Cattle behaviour classification from collar, halter, and ear tag sensors A Rahman, DV Smith, B Little, AB Ingham, PL Greenwood, ... Information processing in agriculture 5 (1), 124-133, 2018 | 127 | 2018 |
| 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 | 107 | 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 | 92 | 2016 |
| Use of sensor-determined behaviours to develop algorithms for pasture intake by individual grazing cattle PL Greenwood, DR Paull, J McNally, T Kalinowski, D Ebert, B Little, ... Crop and Pasture Science 68 (12), 1091-1099, 2017 | 60 | 2017 |
| Time series change point detection with self-supervised contrastive predictive coding S Deldari, DV Smith, H Xue, FD Salim Proceedings of the Web Conference 2021, 3124-3135, 2021 | 51 | 2021 |
| The use of passive acoustics to measure feed consumption by Penaeus monodon (giant tiger prawn) in cultured systems DV Smith, S Tabrett Aquacultural engineering 57, 38-47, 2013 | 44 | 2013 |
| 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 | 33 | 2016 |
| A novel machine learning approach toward quality assessment of sensor data A Rahman, DV Smith, G Timms IEEE Sensors Journal 14 (4), 1035-1047, 2013 | 33 | 2013 |
| Espresso: Entropy and shape aware time-series segmentation for processing heterogeneous sensor data S Deldari, DV Smith, A Sadri, F Salim Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2020 | 31 | 2020 |
| 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 | 30 | 2015 |
| A Bayesian framework for the automated online assessment of sensor data quality D Smith, G Timms, P De Souza, C D'Este Sensors 12 (7), 9476-9501, 2012 | 28 | 2012 |
| Automated data quality assessment of marine sensors GP Timms, PA de Souza Jr, L Reznik, DV Smith Sensors 11 (10), 9589-9602, 2011 | 28 | 2011 |
| MODELLING ACOUSTIC TRANSMISSION LOSS DUE TO SEA ICE COVER. P Alexander, A Duncan, N Bose, D Smith Acoustics Australia 41 (1), 2013 | 27 | 2013 |
| An analysis of the limitations of blind signal separation application with speech D Smith, J Lukasiak, IS Burnett Signal Processing 86 (2), 353-359, 2006 | 27 | 2006 |
| 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 | 25 | 2014 |
| Hydrological sensor web for the South Esk catchment in the Tasmanian state of Australia SM Guru, P Taylor, H Neuhaus, Y Shu, D Smith, A Terhorst 2008 IEEE Fourth International Conference on eScience, 432-433, 2008 | 23 | 2008 |
| Detecting DNS tunneling using ensemble learning S Shafieian, D Smith, M Zulkernine Network and System Security: 11th International Conference, NSS 2017 …, 2017 | 22 | 2017 |
| Machine learning approaches for soil classification in a multi-agent deficit irrigation control system D Smith, W Peng 2009 IEEE International conference on industrial technology, 1-6, 2009 | 22 | 2009 |
| Automated screening of speech development issues in children by identifying phonological error patterns L Ward, A Stefani, D Smith, A Duenser, J Freyne, B Dodd, A Morgan 17th Annual Conference of the International Speech Communication Association …, 2016 | 19 | 2016 |
Ashfaqur RahmanTeam Leader and Principal Research Scientist, Data61, CSIRO, Senior Member, IEEEVerified email at csiro.au
