Nac-Woo Kim

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 19

Top Topics

Power Generation

Detecting Anomalies

Anomaly Detection

Top Venues

Publications

Jungi Lee, HyunYong Lee, Nac-Woo Kim, Yumin Hwang, Seok-Kap Ko
Automated labeling method for direction detection of objects inside X-ray image. ICTC (2023)
HyunYong Lee, Nac-Woo Kim, Jungi Lee, Seok-Kap Ko
SpatioTemporal Transformer-based Regressive Domain Adaptation for Remaining Useful Life Prediction. ICTC (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)
Hyunyong Lee, Hyunseok Jang, Seung-Hun Oh, Nac-Woo Kim, Seongcheol Kim, Byung-Tak Lee
Novel Single Group-Based Indirect Customer Baseline Load Calculation Method for Residential Demand Response. IEEE Access 9 (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)
Gihyeon Min, Nac-Woo Kim, Moon Sub Lee, Byung-Tak Lee
Object calibration in the active schlieren optical imaging. ICTC (2016)
Nac-Woo Kim, Byung-Tak Lee, Young-Sun Kim
Personally customizable content authoring service for Internet Protocol television subscribers. Int. J. Commun. Syst. 26 (11) (2013)
Nac-Woo Kim, TaeYong Kim, Jong-Soo Choi
Flow estimation for motion analysis on compressed domain. Storage and Retrieval Methods and Applications for Multimedia (2004)