2021

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

  YoonKyung Cha, Jihoon Shin, ByeongGeon Go, Dae-Seong Lee, YoungWoo Kim, TaeHo Kim, Young-Seuk Park

  Journal of Environmental Management Volume 291, 1 August 2021, 112719 Link

  

• 베이지안 최적화를 통한 저서성 대형무척추동물 종분포모델 개발

  고병건, 신지훈, 차윤경

  상하수도학회지 vol.35, no.4, pp. 259-275 (17 pages) Link

  

• Forecasting abrupt depletion of dissolved oxygen in urban streams using discontinuously measured hourly time‐series data

  Young Woo Kim, TaeHo Kim, Jihoon Shin, ByeongGeon Go, Mokyoung Lee, JinHyo Lee, Jayong Koo, Kyung Hwa Cho, YoonKyung Cha

  Water Resources Research Volume 57, 4 Link

  

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

  Jihoon Shin, Seonghyeon Yoon, YoungWoo Kim, Taeho Kim, ByeongGeon Go, YoonKyung Cha

  Ecological Informatics Volume 61, March 2021, 101202 Link