Seunghyoung Ryu

12 papers Journal 8Unranked 4
YearRankTypeTitle / Venue / Authors
2024 J jnl
Can Untrained Neural Networks Detect Anomalies?
IEEE Trans. Ind. Informatics
Seunghyoung Ryu, Yonggyun Yu, Hogeon Seo
2024 J jnl
Quantile-Mixer: A Novel Deep Learning Approach for Probabilistic Short-Term Load Forecasting.
IEEE Trans. Smart Grid
Seunghyoung Ryu, Yonggyun Yu
2022 J jnl
An approach to constructing effective training data for a classification model to evaluate the reliability of a passive safety system.
Reliab. Eng. Syst. Saf.
Kyungho Jin, Hyeonmin Kim, Seunghyoung Ryu, Seung-Geun Kim, Jinkyun Park
2022 J jnl
Probabilistic deep learning model as a tool for supporting the fast simulation of a thermal-hydraulic code.
Expert Syst. Appl.
Seunghyoung Ryu, Hyeonmin Kim, Seung-Geun Kim, Kyungho Jin, Jaehyun Cho, Jinkyun Park
2022 J jnl
Quantile Autoencoder With Abnormality Accumulation for Anomaly Detection of Multivariate Sensor Data.
IEEE Access
Seunghyoung Ryu, Jiyeon Yim, Junghoon Seo, Yonggyun Yu, Hogeon Seo
2020 J jnl
Denoising Autoencoder-Based Missing Value Imputation for Smart Meters.
IEEE Access
Seunghyoung Ryu, Minsoo Kim, Hongseok Kim
2019 J jnl
Machine Learning-Based Lithium-Ion Battery Capacity Estimation Exploiting Multi-Channel Charging Profiles.
IEEE Access
Yohwan Choi, Seunghyoung Ryu, Kyungnam Park, Hongseok Kim
2018 J jnl
Gaussian Residual Bidding Based Coalition for Two-Settlement Renewable Energy Market.
IEEE Access
Seunghyoung Ryu, Sunghwan Bae, Jong-Uk Lee, Hongseok Kim
2018 — conf
Residential Load Profile Clustering via Deep Convolutional Autoencoder.
SmartGridComm
Seunghyoung Ryu, Hyungeun Choi, Hyoseop Lee, Hongseok Kim, Vincent W. S. Wong
2018 — conf
Short-Term Load Forecasting based on ResNet and LSTM.
SmartGridComm
Hyungeun Choi, Seunghyoung Ryu, Hongseok Kim
2016 — conf
Deep neural network based demand side short term load forecasting.
SmartGridComm
Seunghyoung Ryu, Jaekoo Noh, Hongseok Kim
2014 — conf
A framework for baseline load estimation in demand response: Data mining approach.
SmartGridComm
Saehong Park, Seunghyoung Ryu, Yohwan Choi, Hongseok Kim