Seunghyoung Ryu

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 11

Top Topics

Detect Anomalies

Load Forecasting

Top Venues

IEEE Trans. Ind. Informatics

IEEE Trans. Smart Grid

Publications

Seunghyoung Ryu, Yonggyun Yu
Quantile-Mixer: A Novel Deep Learning Approach for Probabilistic Short-Term Load Forecasting. IEEE Trans. Smart Grid 15 (2) (2024)
Seunghyoung Ryu, Yonggyun Yu, Hogeon Seo
Can Untrained Neural Networks Detect Anomalies? IEEE Trans. Ind. Informatics 20 (4) (2024)
Kyungho Jin, Hyeonmin Kim, Seunghyoung Ryu, Seung-Geun Kim, Jinkyun Park
An approach to constructing effective training data for a classification model to evaluate the reliability of a passive safety system. Reliab. Eng. Syst. Saf. 222 (2022)
Seunghyoung Ryu, Hyeonmin Kim, Seung-Geun Kim, Kyungho Jin, Jaehyun Cho, Jinkyun Park
Probabilistic deep learning model as a tool for supporting the fast simulation of a thermal-hydraulic code. Expert Syst. Appl. 200 (2022)
Seunghyoung Ryu, Jiyeon Yim, Junghoon Seo, Yonggyun Yu, Hogeon Seo
Quantile Autoencoder With Abnormality Accumulation for Anomaly Detection of Multivariate Sensor Data. IEEE Access 10 (2022)
Seunghyoung Ryu, Minsoo Kim, Hongseok Kim
Denoising Autoencoder-Based Missing Value Imputation for Smart Meters. IEEE Access 8 (2020)
Yohwan Choi, Seunghyoung Ryu, Kyungnam Park, Hongseok Kim
Machine Learning-Based Lithium-Ion Battery Capacity Estimation Exploiting Multi-Channel Charging Profiles. IEEE Access 7 (2019)
Seunghyoung Ryu, Sunghwan Bae, Jong-Uk Lee, Hongseok Kim
Gaussian Residual Bidding Based Coalition for Two-Settlement Renewable Energy Market. IEEE Access 6 (2018)
Seunghyoung Ryu, Hyungeun Choi, Hyoseop Lee, Hongseok Kim, Vincent W. S. Wong
Residential Load Profile Clustering via Deep Convolutional Autoencoder. SmartGridComm (2018)
Hyungeun Choi, Seunghyoung Ryu, Hongseok Kim
Short-Term Load Forecasting based on ResNet and LSTM. SmartGridComm (2018)
Seunghyoung Ryu, Jaekoo Noh, Hongseok Kim
Deep neural network based demand side short term load forecasting. SmartGridComm (2016)
Saehong Park, Seunghyoung Ryu, Yohwan Choi, Hongseok Kim
A framework for baseline load estimation in demand response: Data mining approach. SmartGridComm (2014)