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Trang Thi Kieu Tran
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A review of neural networks for air temperature forecasting
TTK Tran, SM Bateni, SJ Ki, H Vosoughifar
Water 13 (9), 1294, 2021
1232021
Deep learning-based maximum temperature forecasting assisted with meta-learning for hyperparameter optimization
T Thi Kieu Tran, T Lee, JY Shin, JS Kim, M Kamruzzaman
Atmosphere 11 (5), 487, 2020
752020
Increasing neurons or deepening layers in forecasting maximum temperature time series?
TTK Tran, T Lee, JS Kim
Atmosphere 11 (10), 1072, 2020
422020
Improving the prediction of wildfire susceptibility on Hawaiʻi Island, Hawaiʻi, using explainable hybrid machine learning models
TTK Tran, S Janizadeh, SM Bateni, C Jun, D Kim, C Trauernicht, F Rezaie, ...
Journal of Environmental Management 351, 119724, 2024
112024
Enhancing predictive ability of optimized group method of data handling (GMDH) method for wildfire susceptibility mapping
TTK Tran, SM Bateni, F Rezaie, M Panahi, C Jun, C Trauernicht, ...
Agricultural and Forest Meteorology 339, 109587, 2023
92023
Advancing the LightGBM approach with three novel nature-inspired optimizers for predicting wildfire susceptibility in Kauaʻi and Molokaʻi Islands, Hawaii
S Janizadeh, TTK Tran, SM Bateni, C Jun, D Kim, C Trauernicht, E Heggy
Expert Systems with Applications, 124963, 2024
22024
Is Deep Better in Extreme Temperature Forecasting?
TTK Tran, T Lee
Journal of the Korean Society of Hazard Mitigation 19 (7), 55-62, 2019
22019
Filling gaps in MODIS NDVI data using hybrid multiple imputation–Machine learning and DINCAE techniques: Case study of the State of Hawaii
TTK Tran, SM Bateni, H Mohebzadeh, C Jun, M Pandey, D Kim
Advances in Engineering Software 201, 103856, 2025
2025
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