| Novel energy trading system based on deep-reinforcement learning in microgrids S Lee, J Seon, C Kyeong, S Kim, Y Sun, J Kim Energies 14 (17), 5515, 2021 | 15 | 2021 |
| Energy theft detection model based on VAE-GAN for imbalanced dataset Y Sun, J Lee, S Kim, J Seon, S Lee, C Kyeong, J Kim Energies 16 (3), 1109, 2023 | 5 | 2023 |
| Classification method of multi-state appliances in non-intrusive load monitoring environment based on Gramian Angular Field JH Seon, YG Sun, SH Kim, C Kyeong, I Sim, HJ Lee, JY Kim The Journal of the Institute of Internet, Broadcasting and Communication 21 …, 2021 | 4 | 2021 |
| Classification Method based on Graph Neural Network Model for Diagnosing IoT Device Fault JY Kim, J Seon, SH Yoon The Journal of the Institute of Internet, Broadcasting and Communication 22 …, 2022 | 3 | 2022 |
| Time-lapse image method for classifying appliances in nonintrusive load monitoring J Seon, Y Sun, S Kim, J Kim Energies 14 (22), 7630, 2021 | 3 | 2021 |
| Novel architecture of energy management systems based on deep reinforcement learning in microgrid S Lee, J Seon, YG Sun, SH Kim, C Kyeong, DI Kim, JY Kim IEEE Transactions on Smart Grid, 2023 | 2 | 2023 |
| Performance of End-to-end Model Based on Convolutional LSTM for Human Activity Recognition YG Sun, SH Kim, S Lee, J Seon, SW Lee, CG Kim, JY Kim Journal of Web Engineering 21 (5), 1671-1689, 2022 | 2 | 2022 |
| Power Trading System through the Prediction of Demand and Supply in Distributed Power System Based on Deep Reinforcement Learning S Lee, J Seon, SH Kim, JY Kim The Journal of the Institute of Internet, Broadcasting and Communication 21 …, 2021 | 2 | 2021 |
| Recent Trends and Issues of Energy Management Systems Using Machine Learning S Lee, J Seon, B Hwang, S Kim, Y Sun, J Kim Energies 17 (3), 624, 2024 | 1 | 2024 |
| GraphSAGE with contrastive encoder for efficient fault diagnosis in industrial IoT systems J Seon, S Lee, YG Sun, SH Kim, DI Kim, JY Kim ICT Express 9 (6), 1226-1232, 2023 | 1 | 2023 |
Seongwoo LeeKwangwoon UniversityVerified email at kw.ac.kr
