Jihoon Shin
University of Seoul(KR)Pukyong National University(KR)
Publications by Year
Research Areas
Hydrological Forecasting Using AI, Water Quality and Pollution Assessment, Water Quality Monitoring and Analysis, Aquatic Ecosystems and Phytoplankton Dynamics, Marine and coastal ecosystems
Most-Cited Works
- → An interpretable machine learning method for supporting ecosystem management: Application to species distribution models of freshwater macroinvertebrates(2021)107 cited
- → Validity evaluation of a machine-learning model for chlorophyll a retrieval using Sentinel-2 from inland and coastal waters(2022)74 cited
- → Simultaneous feature engineering and interpretation: Forecasting harmful algal blooms using a deep learning approach(2022)60 cited
- → Effects of class imbalance on resampling and ensemble learning for improved prediction of cyanobacteria blooms(2020)56 cited
- → Forecasting Abrupt Depletion of Dissolved Oxygen in Urban Streams Using Discontinuously Measured Hourly Time‐Series Data(2021)46 cited
- → Deep learning-based retrieval of cyanobacteria pigment in inland water for in-situ and airborne hyperspectral data(2019)35 cited
- → Machine learning-based prediction of harmful algal blooms in water supply reservoirs(2022)33 cited
- → Willingness to Pay for Improved Water Supply Services Based on Asset Management: A Contingent Valuation Study in South Korea(2021)28 cited
- → Deep learning-based efficient drone-borne sensing of cyanobacterial blooms using a clique-based feature extraction approach(2023)21 cited
- → Machine learning-guided prediction of potential engineering targets for microbial production of lycopene(2022)21 cited