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 | 517 | 2019 |
Extreme gradient boosting (Xgboost) model to predict the groundwater levels in Selangor Malaysia AIA Osman, AN Ahmed, MF Chow, YF Huang, A El-Shafie Ain Shams Engineering Journal 12 (2), 1545-1556, 2021 | 353 | 2021 |
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 | 124 | 2019 |
Modelling runoff quantity and quality in tropical urban catchments using Storm Water Management Model MF Chow, Z Yusop, ME Toriman International Journal of Environmental Science and Technology 9, 737-748, 2012 | 114 | 2012 |
Advanced machine learning model for better prediction accuracy of soil temperature at different depths M Alizamir, O Kisi, AN Ahmed, C Mert, CM Fai, S Kim, NW Kim, ... PLoS One 15 (4), e0231055, 2020 | 98 | 2020 |
Suspended sediment load prediction using artificial neural network and ant lion optimization algorithm FB Banadkooki, M Ehteram, AN Ahmed, FY Teo, M Ebrahimi, CM Fai, ... Environmental Science and Pollution Research 27, 38094-38116, 2020 | 97 | 2020 |
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, 3233-3252, 2020 | 94 | 2020 |
Efficient river water quality index prediction considering minimal number of inputs variables F Othman, ME Alaaeldin, M Seyam, AN Ahmed, FY Teo, C Ming Fai, ... Engineering Applications of Computational Fluid Mechanics 14 (1), 751-763, 2020 | 84 | 2020 |
Surface water quality status and prediction during movement control operation order under COVID-19 pandemic: Case studies in Malaysia A Najah, FY Teo, MF Chow, YF Huang, SD Latif, S Abdullah, M Ismail, ... International Journal of Environmental Science and Technology 18, 1009-1018, 2021 | 78 | 2021 |
Physicochemical parameters data assimilation for efficient improvement of water quality index prediction: Comparative assessment of a noise suppression hybridization approach M Rezaie-Balf, NF Attar, A Mohammadzadeh, MA Murti, AN Ahmed, ... Journal of Cleaner Production 271, 122576, 2020 | 77 | 2020 |
Urban stormwater management model and tools for designing stormwater management of green infrastructure practices H Haris, MF Chow, F Usman, LM Sidek, ZA Roseli, MD Norlida IOP conference series: earth and environmental science 32 (1), 012022, 2016 | 76 | 2016 |
Storm runoff quality and pollutant loading from commercial, residential, and industrial catchments in the tropic MF Chow, Z Yusop, SM Shirazi Environmental monitoring and assessment 185, 8321-8331, 2013 | 69 | 2013 |
Evaluation of green roof performances for urban stormwater quantity and quality controls KH Kok, L Mohd Sidek, MF Chow, MR Zainal Abidin, H Basri, G Hayder International Journal of River Basin Management 14 (1), 1-7, 2016 | 65 | 2016 |
Evaluation of surface water quality using multivariate statistical techniques: a case study of Fei-Tsui Reservoir basin, Taiwan MF Chow, FK Shiah, CC Lai, HY Kuo, KW Wang, CH Lin, TY Chen, ... Environmental Earth Sciences 75, 1-15, 2016 | 64 | 2016 |
Using GIS, remote sensing, and machine learning to highlight the correlation between the land-use/land-cover changes and flash-flood potential R Costache, Q Bao Pham, E Corodescu-Roșca, C Cîmpianu, H Hong, ... Remote Sensing 12 (9), 1422, 2020 | 59 | 2020 |
Integrated support vector regression and an improved particle swarm optimization-based model for solar radiation prediction H Ghazvinian, SF Mousavi, H Karami, S Farzin, M Ehteram, MS Hossain, ... PLoS One 14 (5), e0217634, 2019 | 58 | 2019 |
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 | 56 | 2019 |
Relationship between sediment build-up characteristics and antecedent dry days on different urban road surfaces in Malaysia MF Chow, Z Yusop, I Abustan Urban Water Journal 12 (3), 240-247, 2015 | 55 | 2015 |
Artificial neural network model with different backpropagation algorithms and meteorological data for solar radiation prediction SY Heng, WM Ridwan, P Kumar, AN Ahmed, CM Fai, AH Birima, ... Scientific reports 12 (1), 10457, 2022 | 54 | 2022 |
A review on the development and challenges of green roof systems in Malaysia MF Chow, MFA Bakar International Journal of Architectural and Environmental Engineering 10 (1 …, 2016 | 54 | 2016 |