Alvin Wei Ze Chew

Modeling and predicting rainfall time series using seasonal-trend decomposition and machine learning

Renfei He, Limao Zhang, Alvin Wei Ze Chew · Knowledge-Based Systems · 2022 · 114 citations

Hydrometeorology, Meteorology, Seasonal-trend Decomposition +10

High Fidelity Digital Twin-Based Anomaly Detection and Localization for Smart Water Grid Operation Management

Zheng Yi Wu, Alvin Wei Ze Chew, Xue Meng et al. · Sustainable Cities and Society · 2023 · 73 citations

Anomaly Detection, Engineering, Smart Grid +7

Data-driven multi-step prediction and analysis of monthly rainfall using explainable deep learning

Renfei He, Limao Zhang, Alvin Wei Ze Chew · Expert Systems with Applications · 2023 · 66 citations

Hydrometeorology, Meteorology, Numerical Weather Prediction +9

An encoder-decoder deep learning method for multi-class object segmentation from 3D tunnel point clouds

Ankang Ji, Alvin Wei Ze Chew, Xiaolong Xue et al. · Automation in Construction · 2022 · 59 citations

3D Computer Vision, Machine Vision, Machine Learning +10

Building damage detection from satellite images after natural disasters on extremely imbalanced datasets

Ying Wang, Alvin Wei Ze Chew, Limao Zhang · Automation in Construction · 2022 · 47 citations

Image Classification, Machine Vision, Image Analysis +15