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M
Moon, Jaeuk
Korea University
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Published Papers
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Data generation scheme for photovoltaic power forecasting using Wasserstein GAN with gradient penalty combined with autoencoder and regression models
EXPERT SYSTEMS WITH APPLICATIONS
IF
7.5
2024-12-01
1
PRE
AI
Park, Sungwoo; Moon, Jaeuk; Hwang, Eenjun
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FloorDiffusion: Diffusion model-based conditional floorplan image generation method using parameter-efficient fine-tuning and image inpainting
JOURNAL OF BUILDING ENGINEERING
IF
7.4
2024-10-01
0
PRE
AI
Shim, Jonghwa; Moon, Jaeuk; Kim, Hyeonwoo; Hwang, Eenjun
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Predicting invasive species distributions using incremental ensemble-based pseudo-labeling
ECOLOGICAL INFORMATICS
IF
7.3
2024-03-01
3
OA
AI
Kim, Eunbeen; Moon, Jaeuk; Shim, Jonghwa; Hwang, Eenjun
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Zero-Shot Photovoltaic Power Forecasting Scheme Based on a Deep Learning Model and Correlation Coefficient
INTERNATIONAL JOURNAL OF ENERGY RESEARCH
IF
4.2
2023-12-22
4
OA
AI
Park, Sungwoo; Kim, Dongjun; Moon, Jaeuk; Hwang, Eenjun
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Anomaly detection using a model-agnostic meta-learning-based variational auto-encoder for facility management
JOURNAL OF BUILDING ENGINEERING
IF
7.4
2023-06-01
13
PRE
AI
Moon, Jaeuk; Noh, Yoona; Jung, Seungwon; Lee, Juhyeok; Hwang, Eenjun
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RESEAT: Recurrent Self-Attention Network for Multi-Regional Influenza Forecasting
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF
6.8
2023-05-01
1
PRE
AI
Moon, Jaeuk; Jung, Seungwon; Park, Sungwoo; Hwang, Eenjun
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DualDiscWaveGAN-Based Data Augmentation Scheme for Animal Sound Classification
SENSORS
IF
3.5
2023-02-10
8
OA
AI
Kim, Eunbeen; Moon, Jaeuk; Shim, Jonghwa; Hwang, Eenjun
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VAPER: A deep learning model for explainable probabilistic regression
nature computational science
IF
3.7
2022-09-01
2
PRE
AI
Jung, Seungwon; Noh, Yoona; Moon, Jaeuk; Hwang, Eenjun
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Self-Attention-Based Deep Learning Network for Regional Influenza Forecasting
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF
6.8
2022-02-01
15
PRE
AI
Jung, Seungwon; Moon, Jaeuk; Park, Sungwoo; Hwang, Eenjun
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Conditional Tabular GAN-Based Two-Stage Data Generation Scheme for Short-Term Load Forecasting
IEEE ACCESS
IF
3.6
2020-01-01
50
OA
AI
Moon, Jaeuk; Jung, Seungwon; Park, Sungwoo; Hwang, Eenjun
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Co-authors
Cooperation Journals
E
Eenjun Hwang
H-index: 32 · Papers: 276
S
Sungwoo Park
H-index: 22 · Papers: 100
D
Dongjun Kim
H-index: 13 · Papers: 73
S
Seungwon Jung
H-index: 11 · Papers: 28
H
Hyeonwoo Kim
H-index: 10 · Papers: 57
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