Jun-Gi Lee

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 17

Top Topics

Anomaly Detection

Domain Adaptation

Power Generation

Top Venues

Publications

Jun-Gi Lee, Hong-Hyun Bae, Seunghyun Jang, Hyun-Sik Kim
28.1 A Fully Integrated, Domino-Like-Buffered Analog LDO Achieving -28dB Worst-Case Power-Supply Rejection Across the Frequency Spectrum from 10Hz to 1GHz with 50pF On-Chip Capacitance. ISSCC (2024)
Dong-Jick Min, Jun-Gi Lee, Kunhee Cho, Jae Hoon Shim
An Output-Capacitor-Free Adaptive-Frequency Digital LDO with a 420-mA Load Current and a Fast Settling Time. ISCAS (2023)
Hyunyong Lee, Nac-Woo Kim, Jun-Gi Lee, Byung-Tak Lee
Towards Uncertainty-aware Remaining Useful Life Prediction via Domain Adaptation. ICTC (2022)
Hyunyong Lee, Nac-Woo Kim, Jun-Gi Lee, Byung-Tak Lee
An Empirical Study of Remaining Useful Life Prediction using Deep Learning Models. ICTC (2022)
Hyun Yong Lee, Nac-Woo Kim, Jun-Gi Lee, Byung-Tak Lee
A Study of Prediction Methods for lithium-ion Battery Capacity. ICTC (2022)
Nac-Woo Kim, HyunYong Lee, Jun-Gi Lee, Byung-Tak Lee
Sound-based anomaly detection using a locally constrained capsule network. ICTC (2021)
Nac-Woo Kim, HyunYong Lee, Jun-Gi Lee, Byung-Tak Lee
Transformer based prediction method for solar power generation data. ICTC (2021)
Hyunyong Lee, Nac-Woo Kim, Jun-Gi Lee, Byung-Tak Lee
Patch-Level Operation With Adaptive Patch Control for Improving Anomaly Localization. IEEE Access 9 (2021)
HyunYong Lee, Nac-Woo Kim, Jun-Gi Lee, Byung-Tak Lee
An Approach for Utilizing Correlation among Sensors for Unsupervised Anomaly Detection of Wind Turbine System. ICTC (2021)
HyunYong Lee, Nac-Woo Kim, Jun-Gi Lee, Byung-Tak Lee
Error Distribution-based Anomaly Score for Forecasting-based Anomaly Detection of PV Systems. ICTC (2021)
Jun-Gi Lee, HyunYong Lee, Nac-Woo Kim, Byung-Tak Lee
A Study on Online ARIMA Algorithms applying various gradient descent optimization algorithms for Time Series Prediction. ICTC (2021)
HyunYong Lee, Nac-Woo Kim, Jun-Gi Lee, Byung-Tak Lee
Performance-related Internal Clustering Validation Index for Clustering-based Anomaly Detection. ICTC (2021)
Nac-Woo Kim, HyunYong Lee, SangJun Park, Jun-Gi Lee, Byung-Tak Lee
Acoustic Feature based Abnormal Diagnosis Techniques with Capsule Networks. ICTC (2020)
HyunYong Lee, Nac-Woo Kim, Jun-Gi Lee, Byung-Tak Lee
A Study on Distance Measure for Effective Anomaly Detection using AutoEncoder. ICTC (2020)
HyunYong Lee, Nac-Woo Kim, Jun-Gi Lee, Byung-Tak Lee
Kalman Filter-based Adaptive Forecasting of PV Power Output. ICTC (2020)
Jun-Gi Lee, Nac-Woo Kim, HyunYong Lee, SangJun Park, Byung-Tak Lee
Machine Learning-based Analysis of correlation between Energy Consumption data of the Company and its Sales. ICTC (2020)
HyunYong Lee, Nac-Woo Kim, Jun-Gi Lee, Byung-Tak Lee
Uncertainty-aware Deep Learning Forecast using Dropout-based Ensemble Method. ICTC (2019)