Joo Hyun Bae

Development and Evaluation of the Combined Machine Learning Models for the Prediction of Dam Inflow

Jiyeong Hong, Seoro Lee, Joo Hyun Bae et al. · Water · 2020 · 67 citations · Full text

Hydrological Prediction, Engineering, Machine Learning +16

Estimation of rainfall erosivity factor in Italy and Switzerland using Bayesian optimization based machine learning models

Seoro Lee, Joo Hyun Bae, Jiyeong Hong et al. · CATENA · 2021 · 41 citations · Full text

Rainfall Erosivity Factor, Machine Learning, Engineering +20

Prediction of Aquatic Ecosystem Health Indices through Machine Learning Models Using the WGAN-Based Data Augmentation Method

Seoro Lee, Jonggun Kim, Gwanjae Lee et al. · Sustainability · 2021 · 32 citations · Full text

Data Augmentation, Environmental Monitoring, Machine Learning +15

Evaluation of Rainfall Erosivity Factor Estimation Using Machine and Deep Learning Models

Jimin Lee, Seoro Lee, Jiyeong Hong et al. · Water · 2021 · 30 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +19

Comparison of Machine Learning Algorithms for Discharge Prediction of Multipurpose Dam

Jiyeong Hong, Seoro Lee, Gwanjae Lee et al. · Water · 2021 · 24 citations · Full text

Hydrological Prediction, Engineering, Machine Learning +24