Recent advances in evapotranspiration estimation using artificial intelligence approaches with a focus on hybridization techniques—a review MY Chia, YF Huang, CH Koo, KF Fung Agronomy 10 (1), 101, 2020 | 82 | 2020 |
Swarm-based optimization as stochastic training strategy for estimation of reference evapotranspiration using extreme learning machine MY Chia, YF Huang, CH Koo Agricultural Water Management 243, 106447, 2021 | 58 | 2021 |
Support vector machine enhanced empirical reference evapotranspiration estimation with limited meteorological parameters MY Chia, YF Huang, CH Koo Computers and Electronics in Agriculture 175, 105577, 2020 | 56 | 2020 |
Study on improvement of the selectivity of proton exchange membrane via incorporation of silicotungstic acid-doped silica into SPEEK MY Chia, H San Thiam, LK Leong, CH Koo, LH Saw International Journal of Hydrogen Energy 45 (42), 22315-22323, 2020 | 34 | 2020 |
Applications of deep learning in water quality management: A state-of-the-art review KP Wai, MY Chia, CH Koo, YF Huang, WC Chong Journal of Hydrology 613, 128332, 2022 | 28 | 2022 |
Resolving data-hungry nature of machine learning reference evapotranspiration estimating models using inter-model ensembles with various data management schemes MY Chia, YF Huang, CH Koo Agricultural Water Management 261, 107343, 2022 | 23 | 2022 |
Integration of advanced optimization algorithms into least-square support vector machine (LSSVM) for water quality index prediction SL Chia, MY Chia, CH Koo, YF Huang Water Supply 22 (2), 1951-1963, 2022 | 23 | 2022 |
Quantification of COVID-19 impacts on NO2 and O3: Systematic model selection and hyperparameter optimization on AI-based meteorological-normalization methods YJ Wong, A Yeganeh, MY Chia, HY Shiu, MCG Ooi, JHW Chang, ... Atmospheric Environment 301, 119677, 2023 | 22 | 2023 |
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 | 22 | 2022 |
Improving reference evapotranspiration estimation using novel inter-model ensemble approaches MY Chia, YF Huang, CH Koo Computers and Electronics in Agriculture 187, 106227, 2021 | 18 | 2021 |
Reference evapotranspiration estimation using adaptive neuro-fuzzy inference system with limited meteorological data MY Chia, YF Huang, CH Koo IOP Conference Series: Earth and Environmental Science 612 (1), 012017, 2020 | 11 | 2020 |
Effect of filler content on transport properties of sulfonated polyether ether ketone (SPEEK) composite proton exchange membranes MY Chia, H San Thiam, LK Leong, CH Koo IOP Conference Series: Materials Science and Engineering 409 (1), 012003, 2018 | 10 | 2018 |
Proton conductivity and methanol permeability of Nafion-SiO2/SiWA composite membranes HS Thiam, MY Chia, QR Cheah, CCH Koo, SO Lai, KC Chong AIP Conference Proceedings 1828 (1), 2017 | 7 | 2017 |
Artificial intelligence generated synthetic datasets as the remedy for data scarcity in water quality index estimation MY Chia, CH Koo, YF Huang, W Di Chan, JY Pang Water Resources Management 37 (15), 6183-6198, 2023 | 4 | 2023 |
ANN-Based Reference Evapotranspiration Estimation: Effects of Data Normalization and Parameters Selection MY Chia, YF Huang, CH Koo Proceedings of International Conference on Emerging Technologies and …, 2022 | 3 | 2022 |
Effect of coupling agents on the transport properties of sulfonated poly (ether ether ketone) based composite membrane MY Chia, H San Thiam, LK Leong, CH Koo, LH Saw IOP Conference Series: Earth and Environmental Science 268 (1), 012131, 2019 | 3 | 2019 |
ETSim: A Reference Evapotranspiration Estimator and Its Evaluation at the Southern Region of Japan MY Chia, YJ Wong, YF Huang, Y Shimizu, CH Koo Asia Conference on Environment and Sustainable Development, 143-154, 2022 | | 2022 |
Long-term forecasting of climatic parameters using parametric and non-parametric stochastic modelling MY Chia, YF Huang, CH Koo, ZR Chong E3S Web of Conferences 347, 05013, 2022 | | 2022 |
Feasibility of bootstrap aggregating to enhance extreme learning machine for reference evapotranspiration estimation MY Chia, YF Huang, CH Koo, LS Lai E3S Web of Conferences 347, 04003, 2022 | | 2022 |
Trend Analysis of the Effects of Climate Change on the Pan Evaporation Rate in Sabah, Malaysia MY Chia, YF Huang, CH Koo, YZ Tan Proceedings of International Conference on Emerging Technologies and …, 2022 | | 2022 |