Youngmin Seo

Daily water level forecasting using wavelet decomposition and artificial intelligence techniques

Youngmin Seo, Sungwon Kim, Özgür Kişi et al. · Journal of Hydrology · 2014 · 302 citations

Intelligent Forecasting, Daily Water Level, Forecasting Methodology +11

Can Decomposition Approaches Always Enhance Soft Computing Models? Predicting the Dissolved Oxygen Concentration in the St. Johns River, Florida

Mohammad Zounemat‐Kermani, Youngmin Seo, Sungwon Kim et al. · Applied Sciences · 2019 · 82 citations · Full text

Environmental Monitoring, Engineering, Ecological Modelling +18

Machine Learning Models Coupled with Variational Mode Decomposition: A New Approach for Modeling Daily Rainfall-Runoff

Youngmin Seo, Sungwon Kim, Vijay P. Singh · Atmosphere · 2018 · 76 citations · Full text

Intelligent Forecasting, Vmd-based Mlms, Engineering +14

Estimating Spatial Precipitation Using Regression Kriging and Artificial Neural Network Residual Kriging (RKNNRK) Hybrid Approach

Youngmin Seo, Sungwon Kim, Vijay P. Singh · Water Resources Management · 2015 · 62 citations

Meteorology, Numerical Weather Prediction, Data Assimilation +8

River Stage Modeling by Combining Maximal Overlap Discrete Wavelet Transform, Support Vector Machines and Genetic Algorithm

Youngmin Seo, Yunyoung Choi, Jeong-Woo Choi · Water · 2017 · 52 citations · Full text

Engineering, Water Resources Engineering, Multi-resolution Method +17