Ashfaqur Rahman

Навело

	Све	Од 2020
Наводи	3423	2332
h-индекс	30	25
i10-индекс	73	56

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Коаутори

Daniel SmithCommonwealth Science and Industrial Research Organisation (CSIRO)Верификована је имејл адреса на csiro.au
Professor Brijesh VermaGriffith University, AustraliaВерификована је имејл адреса на griffith.edu.au
Andrew HellicarCSIRO Computational InformaticsВерификована је имејл адреса на csiro.au
Joel Janek DabrowskiCSIROВерификована је имејл адреса на data61.csiro.au
Jiong JinProfessor, Swinburne University of Technology, Melbourne, AustraliaВерификована је имејл адреса на swin.edu.au
Manzur MurshedProfessor of Computer Science, Deakin University, AustraliaВерификована је имејл адреса на deakin.edu.au
Md Mashud RanaData61 | CSIROВерификована је имејл адреса на data61.csiro.au
John McCullochResearch Engineer, Data61 CSIROВерификована је имејл адреса на csiro.au
Md Sumon ShahriarAustralian Institute of Health and Welfare and University of TasmaniaВерификована је имејл адреса на utas.edu.au
Richard RawnsleyUniversity of TasmaniaВерификована је имејл адреса на utas.edu.au
Mahbuba AfrinLecturer, Discipline of Computing, School of EECMS, Curtin UniversityВерификована је имејл адреса на curtin.edu.au
Vijay SivaramanProfessor, Electrical Engineering and Telecommunications, University of New South WalesВерификована је имејл адреса на unsw.edu.au
Claire D'EsteCSIROВерификована је имејл адреса на csiro.au
Ke HuUNSW, AustraliaВерификована је имејл адреса на unsw.edu.au
Greg TimmsBrighton High School, TasmaniaВерификована је имејл адреса на education.tas.gov.au
Aaron InghamResearch Scientist CSIRO Agriculture and FoodВерификована је имејл адреса на csiro.au
Sumaira TasnimPostgraduate Student, Deakin UniversityВерификована је имејл адреса на deakin.edu.au
Amanullah Maung Than Oo;MTO Ama...Professor of Electrical EngineeringВерификована је имејл адреса на mq.edu.au
Zakaria MhammediGoogle ResearchВерификована је имејл адреса на mit.edu
Craig A. LindleyIndependentВерификована је имејл адреса на v2production.com

Прати

Ashfaqur Rahman

Group Leader and Principal Research Scientist, Data61, CSIRO, Senior Member, IEEE

Верификована је имејл адреса на csiro.au - Почетна страница

Machine Learning


Наслов Сортирај по наводима Сортирај по години Сортирај по наслову	Навело Навело	Година
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	183	2018
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	170	2017
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
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	140	2021
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	126	2016
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	125	2019
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	121	2011
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	118	2017
Novel layered clustering-based approach for generating ensemble of classifiers A Rahman, B Verma IEEE Transactions on Neural Networks 22 (5), 781-792, 2011	111	2011
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	106	2015
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	98	2020
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	79	2017
Ensemble classifier generation using non-uniform layered clustering and Genetic Algorithm A Rahman, B Verma Knowledge-Based Systems 43, 30-42, 2013	72	2013
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	63	2019
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	62	2020
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	61	2018
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	53	2020
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	48	2008
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	47	2018
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	46	2016

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