Jaeuk Moon

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

Data generation scheme for photovoltaic power forecasting using Wasserstein GAN with gradient penalty combined with autoencoder and regression models

Sungwoo Park, Jaeuk Moon, Eenjun Hwang · Expert Systems with Applications · 2024 · 33 citations

Computing, Computational Engineering, Data Science +17

Self-Attention-Based Deep Learning Network for Regional Influenza Forecasting

Seungwon Jung, Jaeuk Moon, Sungwoo Park et al. · IEEE Journal of Biomedical and Health Informatics · 2021 · 30 citations

Computing, Computer Science, Infectious Diseases +17

Anomaly detection using a model-agnostic meta-learning-based variational auto-encoder for facility management

Jaeuk Moon, Yoona Noh, Seungwon Jung et al. · Journal of Building Engineering · 2023 · 27 citations

Computing, Computer Science, Data Science +13

FloorDiffusion: Diffusion model-based conditional floorplan image generation method using parameter-efficient fine-tuning and image inpainting

Jonghwa Shim, Jaeuk Moon, Hyeonwoo Kim et al. · Journal of Building Engineering · 2024 · 20 citations

Computing, Architectural Representation, Computer Vision +8