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Professor Ravinesh Deo, Highly Cited Researcher (Clarivate Web of Science)
Professor Ravinesh Deo, Highly Cited Researcher (Clarivate Web of Science)
Professor in Mathematics and Artificial Intelligence
usq.edu.au üzerinde doğrulanmış e-posta adresine sahip - Ana Sayfa
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
An enhanced extreme learning machine model for river flow forecasting: State-of-the-art, practical applications in water resource engineering area and future research direction
ZM Yaseen, SO Sulaiman, RC Deo, KW Chau
Journal of Hydrology 569, 387-408, 2019
6382019
Predicting compressive strength of lightweight foamed concrete using extreme learning machine model
ZM Yaseen, RC Deo, A Hilal, AM Abd, LC Bueno, S Salcedo-Sanz, ...
Advances in Engineering Software 115, 112-125, 2018
4312018
Deep solar radiation forecasting with convolutional neural network and long short-term memory network algorithms
S Ghimire, RC Deo, N Raj, J Mi
Applied Energy 253, 113541, 2019
3742019
A wavelet-coupled support vector machine model for forecasting global incident solar radiation using limited meteorological dataset
RC Deo, X Wen, F Qi
Applied Energy 168, 568-593, 2016
3702016
Impacts of land use/land cover change on climate and future research priorities
R Mahmood, RA Pielke Sr, KG Hubbard, D Niyogi, G Bonan, P Lawrence, ...
Bulletin of the American Meteorological Society 91 (1), 37-46, 2010
3652010
Application of the extreme learning machine algorithm for the prediction of monthly Effective Drought Index in eastern Australia
RC Deo, M Şahin
Atmospheric Research 153, 512-525, 2015
3382015
Short-term electricity demand forecasting with MARS, SVR and ARIMA models using aggregated demand data in Queensland, Australia
MS Al-Musaylh, RC Deo, JF Adamowski, Y Li
Advanced Engineering Informatics 35, 1-16, 2018
3262018
Stream-flow forecasting using extreme learning machines: a case study in a semi-arid region in Iraq
ZM Yaseen, O Jaafar, RC Deo, O Kisi, J Adamowski, J Quilty, A El-Shafie
Journal of Hydrology 542, 603-614, 2016
3222016
Application of the artificial neural network model for prediction of monthly standardized precipitation and evapotranspiration index using hydrometeorological parameters and …
RC Deo, M Şahin
Atmospheric research 161, 65-81, 2015
3212015
Drought forecasting in eastern Australia using multivariate adaptive regression spline, least square support vector machine and M5Tree model
RC Deo, O Kisi, VP Singh
Atmospheric Research 184, 149-175, 2017
3072017
Computational intelligence approaches for energy load forecasting in smart energy management grids: state of the art, future challenges, and research directions
SN Fallah, RC Deo, M Shojafar, M Conti, S Shamshirband
Energies 11 (3), 596, 2018
2792018
Novel approach for streamflow forecasting using a hybrid ANFIS-FFA model
ZM Yaseen, I Ebtehaj, H Bonakdari, RC Deo, AD Mehr, WHMW Mohtar, ...
Journal of Hydrology 554, 263-276, 2017
2552017
Forecasting effective drought index using a wavelet extreme learning machine (W-ELM) model
RC Deo, MK Tiwari, JF Adamowski, JM Quilty
Stochastic environmental research and risk assessment 31, 1211-1240, 2017
2422017
Computational intelligence approach for modeling hydrogen production: A review
S Faizollahzadeh Ardabili, B Najafi, S Shamshirband, B Minaei Bidgoli, ...
Engineering Applications of Computational Fluid Mechanics 12 (1), 438-458, 2018
2362018
Streamflow prediction using an integrated methodology based on convolutional neural network and long short-term memory networks
S Ghimire, ZM Yaseen, AA Farooque, RC Deo, J Zhang, X Tao
Scientific Reports 11 (1), 17497, 2021
2202021
Artificial intelligence approach for the prediction of Robusta coffee yield using soil fertility properties
L Kouadio, RC Deo, V Byrareddy, JF Adamowski, S Mushtaq
Computers and electronics in agriculture 155, 324-338, 2018
2102018
Global solar radiation prediction by ANN integrated with European Centre for medium range weather forecast fields in solar rich cities of Queensland Australia
S Ghimire, RC Deo, NJ Downs, N Raj
Journal of cleaner production 216, 288-310, 2019
2062019
Forecasting long-term global solar radiation with an ANN algorithm coupled with satellite-derived (MODIS) land surface temperature (LST) for regional locations in Queensland
RC Deo, M Şahin
Renewable and Sustainable Energy Reviews 72, 828-848, 2017
1982017
Soil moisture forecasting by a hybrid machine learning technique: ELM integrated with ensemble empirical mode decomposition
R Prasad, RC Deo, Y Li, T Maraseni
Geoderma 330, 136-161, 2018
1932018
The influence of Reynolds number on a plane jet
RC Deo, J Mi, GJ Nathan
Physics of Fluids 20 (7), 2008
1882008
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Makaleler 1–20