Haitham Afan
Haitham Afan
Department of Civil Engineering, Al Maarif University College
Verified email at uoa.edu.iq
Title
Cited by
Cited by
Year
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
2362015
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
1122015
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
752016
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
712016
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
652017
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
612019
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
432017
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
332016
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
262019
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
242017
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
232019
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
192019
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
192018
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
182019
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
172020
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
172017
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
162020
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
162019
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
142019
Harmonize input selection for sediment transport prediction
HA Afan, B Keshtegar, WHMW Mohtar, A El-Shafie
Journal of Hydrology 552, 366-375, 2017
142017
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