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 | 577 | 2019 |
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 | 511 | 2015 |
A survey on river water quality modelling using artificial intelligence models: 2000–2020 TM Tung, ZM Yaseen Journal of Hydrology 585, 124670, 2020 | 461 | 2020 |
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 | 390 | 2018 |
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 | 302 | 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 | 243 | 2017 |
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 | 236 | 2017 |
River water quality index prediction and uncertainty analysis: A comparative study of machine learning models SBHS Asadollah, A Sharafati, D Motta, ZM Yaseen Journal of Environmental Chemical Engineering 9 (1), 104599, 2021 | 219 | 2021 |
An insight into machine learning models era in simulating soil, water bodies and adsorption heavy metals: Review, challenges and solutions ZM Yaseen Chemosphere, 130126, 2021 | 208 | 2021 |
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 | 194 | 2015 |
Groundwater Level Prediction using Machine Learning Models: A Comprehensive Review H Tao, MM Hameed, HA Marhoon, M Zounemat-Kermani, H Salim, ... Neurocomputing, 2022 | 184 | 2022 |
Development of artificial intelligence for modeling wastewater heavy metal removal: State of the art, application assessment and possible future research SK Bhagat, TM Tung, ZM Yaseen Journal of Cleaner Production 250, 119473, 2020 | 172 | 2020 |
Reference evapotranspiration prediction using hybridized fuzzy model with firefly algorithm: Regional case study in Burkina Faso H Tao, L Diop, A Bodian, K Djaman, PM Ndiaye, ZM Yaseen Agricultural water management 208, 140-151, 2018 | 172 | 2018 |
Pan evaporation prediction using a hybrid multilayer perceptron-firefly algorithm (MLP-FFA) model: case study in North Iran MA Ghorbani, RC Deo, ZM Yaseen, MH Kashani, B Mohammadi Theoretical and applied climatology 133 (3), 1119-1131, 2018 | 172 | 2018 |
Zwitterion composite chitosan-epichlorohydrin/zeolite for adsorption of methylene blue and reactive red 120 dyes AH Jawad, AS Abdulhameed, A Reghioua, ZM Yaseen International Journal of Biological Macromolecules 163, 756-765, 2020 | 171 | 2020 |
Statistical modeling and mechanistic pathway for methylene blue dye removal by high surface area and mesoporous grass-based activated carbon using K2CO3 activator AS Abdulhameed, NNMF Hum, S Rangabhashiyam, AH Jawad, ... Journal of Environmental Chemical Engineering 9 (4), 105530, 2021 | 170 | 2021 |
Complete ensemble empirical mode decomposition hybridized with random forest and kernel ridge regression model for monthly rainfall forecasts M Ali, R Prasad, Y Xiang, ZM Yaseen Journal of Hydrology 584, 124647, 2020 | 166 | 2020 |
Precipitation projection using a CMIP5 GCM ensemble model: a regional investigation of Syria R Homsi, MS Shiru, S Shahid, T Ismail, SB Harun, N Al-Ansari, KW Chau, ... Engineering Applications of Computational Fluid Mechanics 14 (1), 90-106, 2020 | 158 | 2020 |
Genetic programming in water resources engineering: A state-of-the-art review AD Mehr, V Nourani, E Kahya, B Hrnjica, AMA Sattar, ZM Yaseen Journal of hydrology 566, 643-667, 2018 | 157 | 2018 |
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), 1-26, 2021 | 156 | 2021 |