Seungwon Jung

Combination of short-term load forecasting models based on a stacking ensemble approach

Jihoon Moon, Seungwon Jung, Jehyeok Rew et al. · Energy and Buildings · 2020 · 154 citations

Computing, Meteorology, Forecasting +10

Conditional Tabular GAN-Based Two-Stage Data Generation Scheme for Short-Term Load Forecasting

Jaeuk Moon, Seungwon Jung, Sungwoo Park et al. · IEEE Access · 2020 · 88 citations · Full text

Computing, Computational Engineering, Electrical Engineering +17

Monthly Electric Load Forecasting Using Transfer Learning for Smart Cities

Seungmin Jung, Sungwoo Park, Seungwon Jung et al. · Sustainability · 2020 · 76 citations · Full text

Computing, Computer Science, Forecasting +16

Bagging Ensemble of Multilayer Perceptrons for Missing Electricity Consumption Data Imputation

Seungwon Jung, Jihoon Moon, Sungwoo Park et al. · Sensors · 2020 · 65 citations · Full text

Computing, Computer Science, Electrical Engineering +17

Sliding window-based LightGBM model for electric load forecasting using anomaly repair

Sungwoo Park, Seungmin Jung, Seungwon Jung et al. · The Journal of Supercomputing · 2021 · 65 citations

Computing, Computer Systems, Electrical Engineering +14