Concepedia
Statistics
Publications
5
Citations
189
H-Index
Active since
2020
Affiliations
Chung-Ang University(Current)
University of Hawaiʻi at Mānoa
University of Hawaii System
Gyeongsang National University
Korea Institute of Geoscience and Mineral Resources
Trang Thi Kieu Tran is an author at Chung-Ang University specializing in engineering, data science, and forecasting.
Top concepts
EngineeringData ScienceForecastingPredictive AnalyticsDeep LearningFire ModelingSocial SciencesMachine LearningNeural Networks (Machine Learning)Neural Networks (Computational Neuroscience)
Publications per year
2020–2024
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 · 87 citations · Full text
Search Optimization, Engineering, Machine Learning +23
Increasing Neurons or Deepening Layers in Forecasting Maximum Temperature Time Series?
Trang Thi Kieu Tran, Taesam Lee, Jong‐Suk Kim · Atmosphere · 2020 · 39 citations · Full text
Forecasting Methodology, Hydrological Prediction, Engineering +25
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 · 32 citations
Hawaiʻi Island, Machine Learning, Data Science +10
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 · 18 citations
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
Environmental Monitoring, Engineering, Data Science +8
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