ByeongGeon Go

An interpretable machine learning method for supporting ecosystem management: Application to species distribution models of freshwater macroinvertebrates

YoonKyung Cha, Jihoon Shin, ByeongGeon Go et al. · Journal of Environmental Management · 2021 · 105 citations

Species Distribution Models, Biodiversity, Engineering +7

Effects of class imbalance on resampling and ensemble learning for improved prediction of cyanobacteria blooms

Jihoon Shin, Seonghyeon Yoon, Young Woo Kim et al. · Ecological Informatics · 2020 · 56 citations

Cyanobacteria Blooms, Machine Learning, Data Science +9

Forecasting Abrupt Depletion of Dissolved Oxygen in Urban Streams Using Discontinuously Measured Hourly Time‐Series Data

Young Woo Kim, TaeHo Kim, Jihoon Shin et al. · Water Resources Research · 2021 · 45 citations

Hydrological Prediction, Environmental Monitoring, Engineering +19

Assessing Land-Cover Effects on Stream Water Quality in Metropolitan Areas Using the Water Quality Index

TaeHo Kim, YoungWoo Kim, Jihoon Shin et al. · Water · 2020 · 19 citations · Full text

Total Nitrogen, Source Water Protection, Engineering +12