Predicting streamflow in Peninsular Malaysia using support vector machine and deep learning algorithms Y Essam, YF Huang, JL Ng, AH Birima, AN Ahmed, A El-Shafie Scientific reports 12 (1), 3883, 2022 | 41 | 2022 |
Evaluation of spatial interpolation methods and spatiotemporal modeling of rainfall distribution in Peninsular Malaysia KF Fung, KS Chew, YF Huang, AN Ahmed, FY Teo, JL Ng, A Elshafie Ain Shams Engineering Journal 13 (2), 101571, 2022 | 41 | 2022 |
Comparative evaluation of LSTM, CNN, and ConvLSTM for hourly short-term streamflow forecasting using deep learning approaches A Dehghani, HMZH Moazam, F Mortazavizadeh, V Ranjbar, M Mirzaei, ... Ecological Informatics 75, 102119, 2023 | 29 | 2023 |
Generation of a stochastic precipitation model for the tropical climate JL Ng, SA Aziz, YF Huang, A Wayayok, MK Rowshon Theoretical and Applied Climatology, 1-21, 2017 | 29 | 2017 |
Uncertainty analysis of rainfall depth duration frequency curves using bootstrap resampling technique JL Ng, SA Aziz, YF Huang, M Mirzaei, A Wayayok, MK Rowshon Journal of Earth System Science, 2019 | 27 | 2019 |
A proposed hybrid rainfall simulation model: bootstrap aggregated classification tree–artificial neural network (BACT-ANN) for the Langat River Basin, Malaysia CY Lian, YF Huang, JL Ng, M Mirzaei, CH Koo, KW Tan Journal of Water and Climate Change, 2019 | 26 | 2019 |
Tropical rainfall trend and stationarity analysis CK Ng, JL Ng, YF Huang, YX Tan, M Mirzaei Water Supply 20 (7), 2471-2483, 2020 | 25 | 2020 |
Long-term forecasting of monthly mean reference evapotranspiration using deep neural network: A comparison of training strategies and approaches MY Chia, YF Huang, CH Koo, JL Ng, AN Ahmed, A El-Shafie Applied Soft Computing 126, 109221, 2022 | 23 | 2022 |
An evaluation of various data pre-processing techniques with machine learning models for water level prediction ESK Tiu, YF Huang, JL Ng, N AlDahoul, AN Ahmed, A Elshafie Natural Hazards 110 (1), 121-153, 2022 | 22 | 2022 |
Performance of potential evapotranspiration models in Peninsular Malaysia EH Goh, JL Ng, YF Huang, SLS Yong Journal of Water and Climate Change 12 (7), 3170-3186, 2021 | 21 | 2021 |
Investigation of the best fit probability distribution for annual maximum rainfall in Kelantan River Basin JL Ng, SY Yap, YF Huang, NIFM Noh, RA Al-Mansob, R Razman IOP Conference Series: Earth and Environmental Science 476 (1), 012118, 2020 | 19 | 2020 |
Nanomaterials in recycled aggregates concrete applications: Mechanical properties and durability. A review HM Allujami, M Abdulkareem, TM Jassam, RA Al-Mansob, JL Ng, ... Cogent Engineering 9 (1), 2122885, 2022 | 18 | 2022 |
Mechanical properties of concrete containing recycle concrete aggregates and multi-walled carbon nanotubes under static and dynamic stresses HM Allujami, M Abdulkareem, TM Jassam, RA Al-Mansob, A Ibrahim, ... Case Studies in Construction Materials 17, e01651, 2022 | 17 | 2022 |
Predicting sea level rise using artificial intelligence: a review NAABS Bahari, AN Ahmed, KL Chong, V Lai, YF Huang, CH Koo, JL Ng, ... Archives of Computational Methods in Engineering 30 (7), 4045-4062, 2023 | 16 | 2023 |
Homogeneity analysis of rainfall in Kelantan, Malaysia NJ Lin, S Abd Aziz, HY Feng, A Wayayok, MR Kamal Jurnal Teknologi 76 (15), 2015 | 15 | 2015 |
Stochastic modelling of seasonal and yearly rainfalls with low-frequency variability JL Ng, SA Aziz, YF Huang, A Wayayok, MK Rowshon Stochastic Environmental Research and Risk Assessment 31 (9), 2215-2233, 2017 | 14 | 2017 |
Analysis of urban heat islands with landsat satellite images and GIS in Kuala Lumpur Metropolitan City NASK Jumari, AN Ahmed, YF Huang, JL Ng, CH Koo, KL Chong, M Sherif, ... Heliyon 9 (8), 2023 | 13 | 2023 |
Analysis of annual maximum rainfall in Kelantan, Malaysia JL Ng, S Abd Aziz, YF Huang, A Wayayok, MK Rowshon III International Conference on Agricultural and Food Engineering 1152, 11-18, 2016 | 13 | 2016 |
Assessing rainfall prediction models: Exploring the advantages of machine learning and remote sensing approaches SD Latif, NAB Hazrin, CH Koo, JL Ng, B Chaplot, YF Huang, A El-Shafie, ... Alexandria Engineering Journal 82, 16-25, 2023 | 11 | 2023 |
Estimation of reference crop evapotranspiration with three different machine learning models and limited meteorological variables SLS Yong, JL Ng, YF Huang, CK Ang Agronomy 13 (4), 1048, 2023 | 11 | 2023 |