|Artificial intelligence based models for stream-flow forecasting: 2000–2015|
ZM Yaseen, A El-Shafie, O Jaafar, HA Afan, KN Sayl
Journal of Hydrology 530, 829-844, 2015
|ANN based sediment prediction model utilizing different input scenarios|
HA Afan, A El-Shafie, ZM Yaseen, MM Hameed, WHMW Mohtar, ...
Water resources management 29 (4), 1231-1245, 2015
|RBFNN versus FFNN for daily river flow forecasting at Johor River, Malaysia|
ZM Yaseen, A El-Shafie, HA Afan, M Hameed, WHMW Mohtar, A Hussain
Neural Computing and Applications 27 (6), 1533-1542, 2016
|Past, present and prospect of an Artificial Intelligence (AI) based model for sediment transport prediction|
HA Afan, A El-shafie, WHMW Mohtar, ZM Yaseen
Journal of Hydrology 541, 902-913, 2016
|Application of artificial intelligence (AI) techniques in water quality index prediction: a case study in tropical region, Malaysia|
M Hameed, SS Sharqi, ZM Yaseen, HA Afan, A Hussain, A Elshafie
Neural Computing and Applications 28 (1), 893-905, 2017
|Machine learning methods for better water quality prediction|
AN Ahmed, FB Othman, HA Afan, RK Ibrahim, CM Fai, MS Hossain, ...
Journal of Hydrology 578, 124084, 2019
|RBFNN-based model for heavy metal prediction for different climatic and pollution conditions|
A Elzwayie, A El-Shafie, ZM Yaseen, HA Afan, MF Allawi
Neural Computing and Applications 28 (8), 1991-2003, 2017
|Optimized river stream-flow forecasting model utilizing high-order response surface method|
B Keshtegar, MF Allawi, HA Afan, A El-Shafie
Water Resources Management 30 (11), 3899-3914, 2016
|Water quality prediction model based support vector machine model for Ungauged River catchment under dual scenarios|
AS Abobakr Yahya, AN Ahmed, F Binti Othman, RK Ibrahim, HA Afan, ...
Water 11 (6), 1231, 2019
|Heavy metal monitoring, analysis and prediction in lakes and rivers: state of the art|
A Elzwayie, HA Afan, MF Allawi, A El-Shafie
Environmental Science and Pollution Research 24 (13), 12104-12117, 2017
|A hybrid bat–swarm algorithm for optimizing dam and reservoir operation|
ZM Yaseen, MF Allawi, H Karami, M Ehteram, S Farzin, AN Ahmed, ...
Neural Computing and Applications 31 (12), 8807-8821, 2019
|Towards a time and cost effective approach to water quality index class prediction|
JY Ho, HA Afan, AH El-Shafie, SB Koting, NS Mohd, WZB Jaafar, HL Sai, ...
Journal of Hydrology 575, 148-165, 2019
|Influence of bed deposit in the prediction of incipient sediment motion in sewers using artificial neural networks|
WHM Wan Mohtar, H Afan, A El-Shafie, CHJ Bong, A Ab. Ghani
Urban Water Journal 15 (4), 296-302, 2018
|An improved model based on the support vector machine and cuckoo algorithm for simulating reference evapotranspiration|
M Ehteram, VP Singh, A Ferdowsi, SF Mousavi, S Farzin, H Karami, ...
PloS one 14 (5), e0217499, 2019
|Enhancement of groundwater-level prediction using an integrated machine learning model optimized by whale algorithm|
FB Banadkooki, M Ehteram, AN Ahmed, FY Teo, CM Fai, HA Afan, ...
Natural Resources Research 29 (5), 3233-3252, 2020
|Artificial intelligence and geo-statistical models for stream-flow forecasting in ungauged stations: state of the art|
N Valizadeh, M Mirzaei, MF Allawi, HA Afan, NS Mohd, A Hussain, ...
Natural Hazards 86 (3), 1377-1392, 2017
|Input attributes optimization using the feasibility of genetic nature inspired algorithm: Application of river flow forecasting|
HA Afan, MF Allawi, A El-Shafie, ZM Yaseen, AN Ahmed, MA Malek, ...
Scientific reports 10 (1), 1-15, 2020
|Assessing the predictability of an improved ANFIS model for monthly streamflow using lagged climate indices as predictors|
M Ehteram, HA Afan, M Dianatikhah, AN Ahmed, C Ming Fai, MS Hossain, ...
Water 11 (6), 1130, 2019
|Investigation on the potential to integrate different artificial intelligence models with metaheuristic algorithms for improving river suspended sediment predictions|
M Ehteram, S Ghotbi, O Kisi, A Najah Ahmed, G Hayder, C Ming Fai, ...
Applied Sciences 9 (19), 4149, 2019
|Harmonize input selection for sediment transport prediction|
HA Afan, B Keshtegar, WHMW Mohtar, A El-Shafie
Journal of Hydrology 552, 366-375, 2017