Trang Thi Kieu Tran

Deep Learning-Based Maximum Temperature Forecasting Assisted with Meta-Learning for Hyperparameter Optimization

Trang Thi Kieu Tran, Taesam Lee, Ju‐Young Shin et al. · Atmosphere · 2020 · 90 citations · Full text

Computing, Computer Science, Meteorology +17

Improving the prediction of wildfire susceptibility on Hawaiʻi Island, Hawaiʻi, using explainable hybrid machine learning models

Trang Thi Kieu Tran, Saeid Janizadeh, Sayed M. Bateni et al. · Journal of Environmental Management · 2023 · 43 citations

Natural Resources, Data Science, Risk Management +16

Increasing Neurons or Deepening Layers in Forecasting Maximum Temperature Time Series?

Trang Thi Kieu Tran, Taesam Lee, Jong‐Suk Kim · Atmosphere · 2020 · 40 citations · Full text

Computing, Computer Science, Meteorology +15

Advancing the LightGBM approach with three novel nature-inspired optimizers for predicting wildfire susceptibility in Kauaʻi and Molokaʻi Islands, Hawaii

Saeid Janizadeh, Trang Thi Kieu Tran, Sayed M. Bateni et al. · Expert Systems with Applications · 2024 · 24 citations

Natural Resources, Ecology, Environmental Sciences +15

Enhancing predictive ability of optimized group method of data handling (GMDH) method for wildfire susceptibility mapping

Trang Thi Kieu Tran, Sayed M. Bateni, Fatemeh Rezaie et al. · Agricultural and Forest Meteorology · 2023 · 13 citations

Natural Resources, Biostatistics, Fire Ecology +13