Nac-Woo Kim

According to our database, Nac-Woo Kim authored at least 22 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

A Drone-Driven X-Ray Image-Based Diagnosis of Wind Turbine Blades for Reliable Operation of Wind Turbine.

Hyunyong Lee, Yu Min Hwang, Jungi Lee, Nac-Woo Kim, Seok-Kap Ko

IEEE Access, 2024

2023

Automated labeling method for direction detection of objects inside X-ray image.

Jungi Lee, HyunYong Lee, Nac-Woo Kim, Yumin Hwang, Seok-Kap Ko

Proceedings of the 14th International Conference on Information and Communication Technology Convergence, 2023

SpatioTemporal Transformer-based Regressive Domain Adaptation for Remaining Useful Life Prediction.

HyunYong Lee, Nac-Woo Kim, Jungi Lee, Seok-Kap Ko

Proceedings of the 14th International Conference on Information and Communication Technology Convergence, 2023

2022

A Study of Prediction Methods for lithium-ion Battery Capacity.

Hyun Yong Lee, Nac-Woo Kim, Jun-Gi Lee, Byung-Tak Lee

Proceedings of the 13th International Conference on Information and Communication Technology Convergence, 2022

An Empirical Study of Remaining Useful Life Prediction using Deep Learning Models.

Hyunyong Lee, Nac-Woo Kim, Jun-Gi Lee, Byung-Tak Lee

Proceedings of the 13th International Conference on Information and Communication Technology Convergence, 2022

Towards Uncertainty-aware Remaining Useful Life Prediction via Domain Adaptation.

Hyunyong Lee, Nac-Woo Kim, Jun-Gi Lee, Byung-Tak Lee

Proceedings of the 13th International Conference on Information and Communication Technology Convergence, 2022

2021

Patch-Level Operation With Adaptive Patch Control for Improving Anomaly Localization.

Hyunyong Lee, Nac-Woo Kim, Jun-Gi Lee, Byung-Tak Lee

IEEE Access, 2021

Novel Single Group-Based Indirect Customer Baseline Load Calculation Method for Residential Demand Response.

Hyunyong Lee, Hyunseok Jang, Seung-Hun Oh, Nac-Woo Kim, Seongcheol Kim, Byung-Tak Lee

IEEE Access, 2021

A Study on Online ARIMA Algorithms applying various gradient descent optimization algorithms for Time Series Prediction.

Jun-Gi Lee, HyunYong Lee, Nac-Woo Kim, Byung-Tak Lee

Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

Error Distribution-based Anomaly Score for Forecasting-based Anomaly Detection of PV Systems.

HyunYong Lee, Nac-Woo Kim, Jun-Gi Lee, Byung-Tak Lee

Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

Performance-related Internal Clustering Validation Index for Clustering-based Anomaly Detection.

HyunYong Lee, Nac-Woo Kim, Jun-Gi Lee, Byung-Tak Lee

Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

An Approach for Utilizing Correlation among Sensors for Unsupervised Anomaly Detection of Wind Turbine System.

HyunYong Lee, Nac-Woo Kim, Jun-Gi Lee, Byung-Tak Lee

Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

Sound-based anomaly detection using a locally constrained capsule network.

Nac-Woo Kim, HyunYong Lee, Jun-Gi Lee, Byung-Tak Lee

Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

Transformer based prediction method for solar power generation data.

Nac-Woo Kim, HyunYong Lee, Jun-Gi Lee, Byung-Tak Lee

Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

2020

Machine Learning-based Analysis of correlation between Energy Consumption data of the Company and its Sales.

Jun-Gi Lee, Nac-Woo Kim, HyunYong Lee, Sangjun Park, Byung-Tak Lee

Proceedings of the International Conference on Information and Communication Technology Convergence, 2020

A Study on Distance Measure for Effective Anomaly Detection using AutoEncoder.

HyunYong Lee, Nac-Woo Kim, Jun-Gi Lee, Byung-Tak Lee

Proceedings of the International Conference on Information and Communication Technology Convergence, 2020

Kalman Filter-based Adaptive Forecasting of PV Power Output.

HyunYong Lee, Nac-Woo Kim, Jun-Gi Lee, Byung-Tak Lee

Proceedings of the International Conference on Information and Communication Technology Convergence, 2020

Acoustic Feature based Abnormal Diagnosis Techniques with Capsule Networks.

Nac-Woo Kim, HyunYong Lee, Sangjun Park, Jun-Gi Lee, Byung-Tak Lee

Proceedings of the International Conference on Information and Communication Technology Convergence, 2020

2019

Uncertainty-aware Deep Learning Forecast using Dropout-based Ensemble Method.

HyunYong Lee, Nac-Woo Kim, Jun-Gi Lee, Byung-Tak Lee

Proceedings of the 2019 International Conference on Information and Communication Technology Convergence, 2019

2016

Object calibration in the active schlieren optical imaging.

Gihyeon Min, Nac-Woo Kim, Moon Sub Lee, Byung-Tak Lee

Proceedings of the International Conference on Information and Communication Technology Convergence, 2016

2013

Personally customizable content authoring service for Internet Protocol television subscribers.

Nac-Woo Kim, Byung-Tak Lee, Young-Sun Kim

Int. J. Commun. Syst., 2013

2004

Flow estimation for motion analysis on compressed domain.

Nac-Woo Kim, TaeYong Kim, Jong-Soo Choi

Proceedings of the Storage and Retrieval Methods and Applications for Multimedia 2004, 2004