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Min Yan Chia
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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
822020
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
582021
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
562020
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
342020
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
282022
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
232022
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
232022
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
222023
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
222022
Improving reference evapotranspiration estimation using novel inter-model ensemble approaches
MY Chia, YF Huang, CH Koo
Computers and Electronics in Agriculture 187, 106227, 2021
182021
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
112020
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
102018
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
72017
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
42023
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
32022
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
32019
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
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