|
Conference
|
2025 |
Integration of Power-based Distributed Network Protocols with Energy IoT
이형옥
대한전기학회 전기물성·응용부문회 학술대회 (추계) 2025, pp.1-1 |
|
|
|
Journal
|
2025 |
Knowledge Distillation Using Koopman Autoencoders for Forecasting Nonlinear Dynamical Systems
황유민
멀티미디어학회논문지, v.28, no.11, pp.1800-1807 |
|
|
|
Journal
|
2025 |
Enhanced Remaining Useful Life Prediction for Turbofan Engines Using Spatiotemporal Koopman Dual-Branch Transformer
Eden Kim
IEEE Transactions on Instrumentation and Measurement, v.74, pp.1-16 |
0 |
|
|
Conference
|
2025 |
Koopman Autoencoder-Based High-Resolution Temporal Prediction for Physical Systems
황유민
한국멀티미디어학회 학술 발표 대회 (추계) 2025, pp.1-1 |
|
|
|
Conference
|
2025 |
Autonomous Drone Flight Using Object Detection in X-Ray Images for Wind Turbine Blade Internal Inspection
HyunYong Lee
European Conference on Artificial Intelligence (ECAI) 2025, pp.5319-5326 |
0 |
|
|
Conference
|
2025 |
Optimal ESS scheduling method based on probabilistic forecasting
이상준
대한전기학회 학술 대회 (하계) 2025, pp.2054-2055 |
|
|
|
Conference
|
2025 |
Physics Prediction Using Knowledge Distillation-Based Koopman Autoencoder
황유민
대한전자공학회 학술 대회 (하계) 2025, pp.1-1 |
|
|
|
Journal
|
2024 |
Koopman Theory-Based Missing Value Imputation Model for Nonlinear Dynamical Systems
황유민
전기학회논문지, v.73, no.11, pp.2004-2010 |
0 |
|
|
Conference
|
2024 |
Stochastic programming method for volatile resource distribution problem
SangJoon Lee
International Conference on Information and Communication Technology Convergence (ICTC) 2024, pp.936-939 |
0 |
|
|
Conference
|
2024 |
Missing Data Imputation via Recurrent and Generative Training Method
황유민
대한전기학회 전기물성·응용부문회 학술대회 (추계) 2024, pp.116-116 |
|
|
|
Conference
|
2024 |
Domain-invariant Feature-driven Model and Data Selection for Domain Adaptive RUL Prediction in Real-world Scenarios
HyunYong Lee
European Conference on Artificial Intelligence (ECAI) 2024, pp.1-8 |
|
|
|
Conference
|
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 |
0 |
|
|
Journal
|
2024 |
Cost-optimizing ESS Environmental Control Based on Internal Resistance and Time-Series Forecasting of External Conditions
이상준
전기학회논문지, v.73, no.8, pp.1369-1375 |
0 |
|
|
Journal
|
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 |
|
|
Conference
|
2024 |
Drone Flight Direction Determination using Object Detection for Wind Turbine Blade Diagnosis
이현용
한국풍력에너지학회 학술 대회 (춘계) 2024, pp.1-2 |
|
|
|
Conference
|
2024 |
Object Tracking Model Based on X-ray Images for Wind Blade Fault Diagnosis
황유민
한국통신학회 종합 학술 발표회 (하계) 2024, pp.1-1 |
|
|
|
Journal
|
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 |
16 |
|
|
Conference
|
2024 |
Physics Prediction with Koopman Autoencoder based on Multi-Scale Time Resolution
황유민
통신 정보 합동 학술 대회 (JCCI) 2024, pp.517-517 |
|
|
|
Conference
|
2024 |
Convolutional Vision Transformer-based Deblurring Model for X-ray Images
이현용
영상처리 및 이해에 관한 워크샵 (IPIU) 2024, pp.1-5 |
|
|
|
Conference
|
2024 |
Object recognition and direction tracking in X-ray images
황유민
영상처리 및 이해에 관한 워크샵 (IPIU) 2024, pp.1-2 |
|
|
|
Conference
|
2024 |
X-ray영상 기반 풍력발전 블레이드 피뢰케이블 이상해석 기법
김낙우
영상처리 및 이해에 관한 워크샵 (IPIU) 2024, pp.1-2 |
|
|
|
Conference
|
2023 |
A study of analysis of photovoltaic performance loss rate using pre-trained model
김에덴
한국소프트웨어 종합 학술 대회 2023, pp.795-797 |
|
|
|
Conference
|
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 |
|
|
Conference
|
2023 |
A Convolutional Transformer-based Model for Estimation of Soiling-driven PV Power Loss
HyunYong Lee
International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1665-1667 |
0 |
|
|
Conference
|
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 |
|
|
Conference
|
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 |
|
|
|
Conference
|
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 |
|
|
Conference
|
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 |
|
|
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 |
3 |
|
|
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 |
3 |
|
|
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 |
|
|
|
Conference
|
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 |
|
|
|
Conference
|
2023 |
Monocular depth estimation method based on pyramid pooling module
김낙우
영상처리 및 이해에 관한 워크샵 (IPIU) 2023, pp.1-2 |
|
|
|
Conference
|
2022 |
A Study of Deep Image Homography Estimation using Depth Image
이현용
전자 정보 통신 학술 대회 (CEIC) 2022, pp.51-54 |
|
|
|
Conference
|
2022 |
YOLOX-based Threat Object Detection Using Transfer Learning
황유민
대한전자공학회 학술 대회 (추계) 2022, pp.912-913 |
|
|
|
Conference
|
2022 |
Performance comparison of depth prediction based on semantic segmentation algorithms
김낙우
대한전자공학회 학술 대회 (추계) 2022, pp.839-840 |
|
|
|
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 |
|
|
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 |
|
|
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 |
|
|
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 |
|
|
Conference
|
2022 |
An Empirical Study on Image Maksing for Improving Unsupervised Deep Homography
이현용
한국 인공지능 학술대회 2022, pp.30-31 |
|
|
|
Conference
|
2022 |
X-ray image-based monocular depth prediction technique
김낙우
한국 인공지능 학술대회 2022, pp.95-96 |
|
|
|
Conference
|
2022 |
Implementation of data augmentation for learning X-ray image-based anomaly detection model
이준기
한국 인공지능 학술대회 2022, pp.97-98 |
|
|
|
Conference
|
2022 |
A Precursor Composite Analysis Algorithm of All-solid-state Secondary Battery
김낙우
한국통신학회 종합 학술 발표회 (동계) 2022, pp.932-933 |
|
|
|
Journal
|
2021 |
Model‐agnostic online forecasting for PV power output
HyunYong Lee
IET Renewable Power Generation, v.15, no.15, pp.3539-3551 |
7 |
|
|
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 |
|
|
Journal
|
2021 |
Novel Single Group-Based Indirect Customer Baseline Load Calculation Method for Residential Demand Response
Hyunyong Lee
IEEE Access, v.9, pp.140881-140895 |
7 |
|
|
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 |
6 |
|
|
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 |
|
|
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 |
3 |
|