Conference
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2024 |
A Study of Source Domain Data Selection for Successful Regressive Domain Adaptation
HyunYong Lee
International Conference on Information and Communication Technology Convergence (ICTC) 2024, pp.1380-1384 |
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Journal
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2024 |
A Training/Inference Strategy based on Restart: Improvement of Performance of Koopman Autoencoder for Future Estimation
박상준
전기학회논문지, v.73, no.8, pp.1376-1383 |
0 |
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Conference
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2024 |
Development of Large Language Model for field of electricity based on Retrieval-Augmented Generation
이준기
대한전기학회 학술 대회 (하계) 2024, pp.2063-2064 |
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Conference
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2024 |
Drone Flight Direction Determination using Object Detection for Wind Turbine Blade Diagnosis
이현용
한국풍력에너지학회 학술 대회 (춘계) 2024, pp.1-2 |
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Journal
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2024 |
A Drone-driven X-ray Image-based Diagnosis of Wind Turbine Blades for Reliable Operation of Wind Turbine
Hyunyong Lee
IEEE Access, v.12, pp.56141-56158 |
2 |
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Conference
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2024 |
Convolutional Vision Transformer-based Deblurring Model for X-ray Images
이현용
영상처리 및 이해에 관한 워크샵 (IPIU) 2024, pp.1-5 |
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Conference
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2024 |
Object recognition and direction tracking in X-ray images
황유민
영상처리 및 이해에 관한 워크샵 (IPIU) 2024, pp.1-2 |
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Journal
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2024 |
Technical Trends in Artificial Intelligence for Robotics Based on Large Language Models
이준기
전자통신동향분석, v.39, no.1, pp.95-105 |
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Conference
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2024 |
X-ray영상 기반 풍력발전 블레이드 피뢰케이블 이상해석 기법
김낙우
영상처리 및 이해에 관한 워크샵 (IPIU) 2024, pp.1-2 |
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Conference
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2023 |
Automated labeling method for direction detection of objects inside X-ray image
Jungi Lee
International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1358-1360 |
0 |
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Conference
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2023 |
SpatioTemporal Transformer-based Regressive Domain Adaptation for Remaining Useful Life Prediction
HyunYong Lee
International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1662-1664 |
0 |
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Conference
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2023 |
Lightning Cable Fault Diagnosis Technology Based on X-ray Image for Wind Blade Condition Monitoring
김낙우
대한전기학회 학술 대회 (하계) 2023, pp.1740-1741 |
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Conference
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2023 |
Handling Data Imbalance for Improving Blurriness Estimation using Convolutional Transformer
HyunYong Lee
International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC) 2023, pp.1019-1024 |
0 |
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Conference
|
2023 |
X-ray image-based flight path planning model of UAVs for non-destructive inspection of wind blades
Jungi Lee
International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC) 2023, pp.1582-1585 |
1 |
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Conference
|
2023 |
A study on the implementation of SCADA-linked digital twin based on 3D modeling of gas facilities
이준기
한국통신학회 종합 학술 발표회 (하계) 2023, pp.1-2 |
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Conference
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2023 |
Convolutional Transformer-based Deblurring Model for X-ray Images
HyunYong Lee
International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC) 2023, pp.834-839 |
0 |
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Journal
|
2023 |
Comparative analysis of photovoltaic performance metrics for reliable performance loss rate
HyunYong Lee
IET Renewable Power Generation, v.17, no.4, pp.1008-1019 |
1 |
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Conference
|
2023 |
Object replacement-based augmentation for object classification model inside X-ray images
이준기
영상처리 및 이해에 관한 워크샵 (IPIU) 2023, pp.1-3 |
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Conference
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2023 |
A study on selective application of depth image for deep image homography estimation
이현용
영상처리 및 이해에 관한 워크샵 (IPIU) 2023, pp.1-6 |
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Conference
|
2023 |
Monocular depth estimation method based on pyramid pooling module
김낙우
영상처리 및 이해에 관한 워크샵 (IPIU) 2023, pp.1-2 |
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Conference
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2022 |
A Study of Deep Image Homography Estimation using Depth Image
이현용
전자 정보 통신 학술 대회 (CEIC) 2022, pp.51-54 |
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Conference
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2022 |
Performance comparison of depth prediction based on semantic segmentation algorithms
김낙우
대한전자공학회 학술 대회 (추계) 2022, pp.839-840 |
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Conference
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2022 |
YOLOX-based Threat Object Detection Using Transfer Learning
황유민
대한전자공학회 학술 대회 (추계) 2022, pp.912-913 |
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Conference
|
2022 |
An Empirical Study of Remaining Useful Life Prediction using Deep Learning Models
HyunYong Lee
International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.1639-1642 |
1 |
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Conference
|
2022 |
Towards Uncertainty-aware Remaining Useful Life Prediction via Domain Adaptation
HyunYong Lee
International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.1625-1628 |
1 |
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Conference
|
2022 |
A study on the sleep quality analysis of single-person households based on life pattern data using ambient sensors
Jungi Lee
International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.1879-1881 |
1 |
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Conference
|
2022 |
Comparative study in anomaly diagnosis technique for time series data
NacWoo Kim
International Conference on Consumer Electronics (ICCE) 2022 : Asia, pp.401-403 |
0 |
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Conference
|
2022 |
A Study of Prediction Methods for lithium-ion Battery Capacity
HyunYong Lee
International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.1840-1845 |
1 |
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Conference
|
2022 |
An Empirical Study on Image Maksing for Improving Unsupervised Deep Homography
이현용
한국 인공지능 학술대회 2022, pp.30-31 |
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Conference
|
2022 |
Implementation of data augmentation for learning X-ray image-based anomaly detection model
이준기
한국 인공지능 학술대회 2022, pp.97-98 |
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Conference
|
2022 |
X-ray image-based monocular depth prediction technique
김낙우
한국 인공지능 학술대회 2022, pp.95-96 |
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Conference
|
2022 |
A Precursor Composite Analysis Algorithm of All-solid-state Secondary Battery
김낙우
한국통신학회 종합 학술 발표회 (동계) 2022, pp.932-933 |
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Journal
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2021 |
Model‐agnostic online forecasting for PV power output
HyunYong Lee
IET Renewable Power Generation, v.15, no.15, pp.3539-3551 |
6 |
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Conference
|
2021 |
Health Management Technology for Estimating the Remaining Useful Life of Household Appliances
NacWoo Kim
International Conference on Consumer Electronics (ICCE) 2021 : Asia, pp.1-3 |
2 |
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Conference
|
2021 |
Error Distribution-based Anomaly Score for Forecasting-based Anomaly Detection of PV Systems
HyunYong Lee
International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1144-1146 |
1 |
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Conference
|
2021 |
A Study on Online ARIMA Algorithms Applying Various Gradient Descent Optimization Algorithms for Time Series Prediction
Jungi Lee
International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1104-1106 |
3 |
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Conference
|
2021 |
Performance-related Internal Clustering Validation Index for Clustering-based Anomaly Detection
HyunYong Lee
International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1036-1041 |
4 |
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Conference
|
2021 |
Sound-based Anomaly Detection Using a Locally Constrained Capsule Network
NacWoo Kim
International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1-3 |
0 |
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Conference
|
2021 |
An Approach for Utilizing Correlation among Sensors for Unsupervised Anomaly Detection of Wind Turbine System
HyunYong Lee
International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.104-109 |
5 |
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Conference
|
2021 |
Transformer Based Prediction Method for Solar Power Generation Data
NacWoo Kim
International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1-3 |
10 |
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Journal
|
2021 |
Patch-Level Operation With Adaptive Patch Control for Improving Anomaly Localization
Hyunyong Lee
IEEE Access, v.9, pp.90727-90737 |
3 |
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Conference
|
2021 |
Performance Comparison of Abnormality Diagnosis Model for Complex Sensor Data
김낙우
한국통신학회 종합 학술 발표회 (동계) 2021, pp.819-820 |
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Conference
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2020 |
Acoustic Feature based Abnormal Diagnosis Techniques with Capsule Networks
NacWoo Kim
International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1147-1149 |
1 |
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Conference
|
2020 |
Machine Learning-based Analysis of Correlation between Energy Consumption Data of the Company and its Sales
Jungi Lee
International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1258-1260 |
0 |
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Conference
|
2020 |
A Study on Distance Measure for Effective Anomaly Detection using AutoEncoder
HyunYong Lee
International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1348-1352 |
1 |
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Conference
|
2020 |
Kalman Filter-based Adaptive Forecasting of PV Power Output
HyunYong Lee
International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1342-1347 |
2 |
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Conference
|
2020 |
Introduction to an Adaptive-Activity Recognition Method using a Probabilistic Finite State Machine
박상준
대한전자공학회 학술 대회 (하계) 2020, pp.2484-2487 |
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Conference
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2020 |
A Feasibility Study on Clustering for Effective Anomaly Detection
이현용
한국정보처리학회 학술 발표 대회 (춘계) 2020, pp.428-430 |
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Conference
|
2020 |
Performance comparison of thermal data anomaly diagnosis techniques
김낙우
영상 처리 및 이해에 관한 워크샵 (IPIU) 2020, pp.1-2 |
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Conference
|
2019 |
Forecast uncertainty-based performance degradation diagnosis for energy systems
이현용
한국통신학회 종합 학술 발표회 (추계) 2019, pp.683-684 |
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Conference
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2019 |
A Study on the AutoEncoder-based Anomaly Detection Model for Automated Management of Renewable Energy Devices
이준기
한국통신학회 종합 학술 발표회 (추계) 2019, pp.747-748 |
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Journal
|
2019 |
Uncertainty‐aware forecast interval for hourly PV power output
HyunYong Lee
IET Renewable Power Generation, v.13, no.14, pp.2656-2664 |
7 |
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Conference
|
2019 |
Uncertainty-aware Deep Learning Forecast using Dropout-based Ensemble Method
HyunYong Lee
International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1120-1125 |
2 |
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Conference
|
2019 |
Adversarial auto-encoder based anomaly sound diagnosis algorithm
김낙우
영상 처리 및 이해에 관한 워크샵 (IPIU) 2019, pp.1-2 |
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Conference
|
2019 |
Performance Comparison of Acoustic Features for Sound Classification on Ubiquitous Environment
Nac-Woo Kim
한국통신학회 종합 학술 발표회 (동계) 2019, pp.1318-1319 |
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