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Hanseok Jeong
Hanseok Jeong
Adresse e-mail validée de kaist.ac.kr
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The frequency of impairments in everyday activities due to the overuse of the internet, gaming, or smartphone, and its relationship to health-related quality of life in Korea
YW Jeong, YR Han, SK Kim, HS Jeong
BMC Public Health 20, 1-16, 2020
352020
Limitations of deep learning attention mechanisms in clinical research: Empirical case study based on the Korean diabetic disease setting
J Kim, S Lee, E Hwang, KS Ryu, H Jeong, JW Lee, Y Hwangbo, KS Choi, ...
Journal of medical Internet research 22 (12), e18418, 2020
222020
Development of a Bispectral index score prediction model based on an interpretable deep learning algorithm
E Hwang, HS Park, HS Kim, JY Kim, H Jeong, J Kim, SH Kim
Artificial Intelligence in Medicine 143, 102569, 2023
72023
An autoencoder-based numerical training data augmentation technique
J Jeong, H Jeong, HJ Kim
2022 IEEE International Conference on Big Data (Big Data), 5944-5951, 2022
42022
Changes in the levels of stress perception, experiencing depressive symptoms and health-related quality of life of residents after the 2016 Gyeongju earthquake
YR Han, YW Jeong, SK Kim, HS Jeong
International journal of environmental research and public health 18 (2), 540, 2021
42021
BAMTGAN: A Balanced Augmentation Technique for Tabular Data
J Jeong, H Jeong, HJ Kim
2023 9th International Conference on Applied System Innovation (ICASI), 205-207, 2023
32023
A Dynamic Correction Technique of Time-Series Data using Anomaly Detection Model based on LSTM-GAN
H Jeong, HJ Kim
The Journal of The Institute of Internet, Broadcasting and Communication 23 …, 2023
22023
Multivariate Time-series Data Correction by combining Attention-based LSTM and GAN Model
H Jeong, J Jeong, J Chun, HJ Kim
2023 9th International Conference on Applied System Innovation (ICASI), 211-213, 2023
12023
Deep Learning Models with Stratification-based Loss Function on Domain Knowledge-based Time series Data: Hypotension Prediction
H Jeong, J Kim, J Jeong, H Kim
2022 IEEE International Conference on Big Data (Big Data), 2765-2770, 2022
12022
SurProGenes: survival risk-ordered representation of cancer patients and genes for the identification of prognostic genes
J Kim, K Park, H Jeong, Y Kim, J Kim, SY Kim
International Conference on Machine Learning, 16771-16786, 2023
2023
Emergency Fine Dust Reduction Measures and Traffic Reduction in Seoul, South Korea: Implication of Public Perception and Behavior
H Jeong, J Kim, OJ Kim, SY Kim
South Korea: Implication of Public Perception and Behavior, 0
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