Nac-Woo Kim

Orcid: 0000-0001-8227-3181

According to our database1, Nac-Woo Kim authored at least 22 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
A Drone-Driven X-Ray Image-Based Diagnosis of Wind Turbine Blades for Reliable Operation of Wind Turbine.
IEEE Access, 2024

2023
Automated labeling method for direction detection of objects inside X-ray image.
Proceedings of the 14th International Conference on Information and Communication Technology Convergence, 2023

SpatioTemporal Transformer-based Regressive Domain Adaptation for Remaining Useful Life Prediction.
Proceedings of the 14th International Conference on Information and Communication Technology Convergence, 2023

2022
A Study of Prediction Methods for lithium-ion Battery Capacity.
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.
Proceedings of the 13th International Conference on Information and Communication Technology Convergence, 2022

Towards Uncertainty-aware Remaining Useful Life Prediction via Domain Adaptation.
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.
IEEE Access, 2021

Novel Single Group-Based Indirect Customer Baseline Load Calculation Method for Residential Demand Response.
IEEE Access, 2021

A Study on Online ARIMA Algorithms applying various gradient descent optimization algorithms for Time Series Prediction.
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.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

Performance-related Internal Clustering Validation Index for Clustering-based Anomaly Detection.
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.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

Sound-based anomaly detection using a locally constrained capsule network.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

Transformer based prediction method for solar power generation data.
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.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2020

A Study on Distance Measure for Effective Anomaly Detection using AutoEncoder.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2020

Kalman Filter-based Adaptive Forecasting of PV Power Output.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2020

Acoustic Feature based Abnormal Diagnosis Techniques with Capsule Networks.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2020

2019
Uncertainty-aware Deep Learning Forecast using Dropout-based Ensemble Method.
Proceedings of the 2019 International Conference on Information and Communication Technology Convergence, 2019

2016
Object calibration in the active schlieren optical imaging.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2016

2013
Personally customizable content authoring service for Internet Protocol television subscribers.
Int. J. Commun. Syst., 2013

2004
Flow estimation for motion analysis on compressed domain.
Proceedings of the Storage and Retrieval Methods and Applications for Multimedia 2004, 2004


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