| 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 | 17 | 2023 |
| 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 | 16 | 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 | 9 | 2024 |
| 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 | 9 | 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 | 5 | 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 | 5 | 2021 |
| Data-Driven Approaches for Energy Theft Detection: A Comprehensive Review S Kim, Y Sun, S Lee, J Seon, B Hwang, J Kim, J Kim, K Kim, J Kim Energies 17 (12), 3057, 2024 | 4 | 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 | 3 | 2023 |
| Generative AI-Driven Data Augmentation for Crack Detection in Physical Structures J Kim, J Seon, S Kim, Y Sun, S Lee, J Kim, B Hwang, J Kim Electronics 13 (19), 3905, 2024 | 1 | 2024 |
| Deep Reinforced Segment Selection and Equalization for Task-Oriented Semantic Communication J Seon, S Lee, J Kim, SH Kim, YG Sun, H Seo, DI Kim, JY Kim IEEE Communications Letters, 2024 | 1 | 2024 |
| End-to-End Latency Optimization for Resilient Distributed Convolutional Neural Network Inference in Resource-Constrained Unmanned Aerial Vehicle Swarms. J Kim, J Seon, S Kim, S Lee, J Kim, B Hwang, Y Sun, J Kim Applied Sciences (2076-3417) 14 (23), 2024 | | 2024 |
| Context-Aware Integrated Navigation System Based on Deep Learning for Seamless Localization B Hwang, S Lee, K Kim, S Kim, J Seon, J Kim, J Kim, Y Sun, J Kim Sensors 24 (23), 7678, 2024 | | 2024 |
| Least Information Spectral GAN With Time-Series Data Augmentation for Industrial IoT J Seon, S Lee, YG Sun, SH Kim, DI Kim, JY Kim IEEE Transactions on Emerging Topics in Computational Intelligence, 2024 | | 2024 |
| Enhanced 3D Outdoor Positioning Method Based on Adaptive Kalman Filter and Kernel Density Estimation for 6G Wireless System K Kim, S Lee, B Hwang, J Kim, J Seon, S Kim, Y Sun, J Kim Electronics 13 (23), 4623, 2024 | | 2024 |
| AI-based Segmentation Model for Aerial Imagery SH Kim, YG Sun, J Seon, S Lee, B Hwang, J Kim, J Kim, JY Kim | | |
Young Ghyu SunKwangwoon UniversityVerified email at kw.ac.kr