متابعة
Ashfaqur Rahman
Ashfaqur Rahman
Group Leader and Principal Research Scientist, Data61, CSIRO, Senior Member, IEEE
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عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
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
1832018
Efficient orthogonal parametrisation of recurrent neural networks using householder reflections‏
Z Mhammedi, A Hellicar, A Rahman, J Bailey‏
International Conference on Machine Learning, 2401-2409, 2017‏
1702017
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
1412016
Resource Allocation and Service Provisioning in Multi-Agent Cloud Robotics: A Comprehensive Survey‏
M Afrin, J Jin, A Rahman, A Rahman, J Wan, E Hossain‏
IEEE Communications Surveys & Tutorials, 2021‏
1372021
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
1262016
Multi-objective resource allocation for Edge Cloud based robotic workflow in smart factory‏
M Afrin, J Jin, A Rahman, YC Tian, A Kulkarni‏
Future Generation Computer Systems 97, 119-130, 2019‏
1242019
Cluster-oriented ensemble classifier: Impact of multicluster characterization on ensemble classifier learning‏
B Verma, A Rahman‏
IEEE Transactions on knowledge and data engineering 24 (4), 605-618, 2011‏
1212011
HazeEst: machine learning based metropolitan air pollution estimation from fixed and mobile sensors‏
K Hu, A Rahman, H Bhrugubanda, V Sivaraman‏
IEEE Sensors Journal 17 (11), 3517-3525, 2017‏
1182017
Novel layered clustering-based approach for generating ensemble of classifiers‏
A Rahman, B Verma‏
IEEE Transactions on Neural Networks 22 (5), 781-792, 2011‏
1112011
Design and evaluation of a metropolitan air pollution sensing system‏
K Hu, V Sivaraman, BG Luxan, A Rahman‏
IEEE Sensors Journal 16 (5), 1448-1459, 2015‏
1062015
Multiple steps ahead solar photovoltaic power forecasting based on univariate machine learning models and data re-sampling‏
M Rana, A Rahman‏
Sustainable Energy, Grids and Networks 21, 100286, 2020‏
972020
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
792017
Ensemble classifier generation using non-uniform layered clustering and Genetic Algorithm‏
A Rahman, B Verma‏
Knowledge-Based Systems 43, 30-42, 2013‏
722013
Dissolved oxygen prediction in prawn ponds from a group of one step predictors‏
A Rahman, J Dabrowski, J McCulloch‏
Information Processing in Agriculture 7 (2), 307-317, 2020‏
622020
Robust malware defense in industrial IoT applications using machine learning with selective adversarial samples‏
ME Khoda, T Imam, J Kamruzzaman, I Gondal, A Rahman‏
IEEE Transactions on Industry Applications 56 (4), 4415-4424, 2019‏
622019
Communication-aware cloud robotic task offloading with on-demand mobility for smart factory maintenance‏
A Rahman, J Jin, AL Cricenti, A Rahman, A Kulkarni‏
IEEE Transactions on Industrial Informatics 15 (5), 2500-2511, 2018‏
602018
ForecastNet: a time-variant deep feed-forward neural network architecture for multi-step-ahead time-series forecasting‏
JJ Dabrowski, YF Zhang, A Rahman‏
Neural Information Processing: 27th International Conference, ICONIP 2020 …, 2020‏
532020
An image based approach to compute object distance‏
A Rahman, A Salam, M Islam, P Sarker‏
International Journal of Computational Intelligence Systems 1 (4), 304-312, 2008‏
482008
Wind power prediction in new stations based on knowledge of existing Stations: A cluster based multi source domain adaptation approach‏
S Tasnim, A Rahman, AMT Oo, ME Haque‏
Knowledge-Based Systems 145, 15-24, 2018‏
472018
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
462016
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مقالات 1–20