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Ko Seok Kap
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Energy Intelligence Research Section
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Type Year Title Cited Download
Conference
2024 Deep Learning-Based Method for Pressure Prediction of City Gas Pipeline Network Using Simulation Data   유유빈   한국가스학회 학술 대회 (추계) 2024, pp.226-226
Conference
2024 Imputation of Missing Data Based on Koopman Autoencoder   황유민   한국통신학회 종합 학술 발표회 (추계) 2024, 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 Calculation of AI-LCOE Through Photovoltaic Performance Loss Rate Assessment   김에덴   한국통신학회 종합 학술 발표회 (추계) 2024, pp.1-2
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
Conference
2024 Missing Data Imputation via Recurrent and Generative Training Method   황유민   대한전기학회 전기물성·응용부문회 학술대회 (추계) 2024, pp.116-116
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
Conference
2024 Continual Active Learning with Ensemble Method   Eden Kim   International Conference on Information and Communication Technology Convergence (ICTC) 2024, pp.2240-2245
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
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
Conference
2024 External temperature based ESS environmental control   이상준   대한전기학회 학술 대회 (하계) 2024, pp.2053-2054
Conference
2024 Development of Large Language Model for field of electricity based on Retrieval-Augmented Generation   이준기   대한전기학회 학술 대회 (하계) 2024, pp.2063-2064
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
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 Physics Prediction with Koopman Autoencoder based on Multi-Scale Time Resolution   황유민   통신 정보 합동 학술 대회 (JCCI) 2024, pp.517-517
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 2
Journal
2024 SIMA: Scalable IoT Microservice Architecture with Users and Things Joint Load Balancing   Seung-Chul Son   IEEE Internet of Things Journal, v.11, no.5, pp.8170-8184 0
Conference
2024 Reliability Evaluation and Failure Analysis of MLPE for Solar Power Generation   윤광수   대한기계학회 신뢰성 부문 학술대회 (춘계) 2024, pp.118-118
Journal
2024 A robust Gated-PINN to resolve local minima issues in solving differential algebraic equations   SangJoon Lee   Results in Engineering, v.21, pp.1-10 0
Journal
2024 Technical Trends in Artificial Intelligence for Robotics Based on Large Language Models   이준기   전자통신동향분석, v.39, no.1, pp.95-105
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 Microservice-based digital twin platform for energy facility control   이형옥   한국통신학회 종합 학술 발표회 (추계) 2023, pp.1-2
Conference
2023 Reliability Evaluation of MLPE for Solar Power Generation   윤광수   대한전기학회 전기물성·응용부문회 학술대회 (추계) 2023, pp.1-1
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
Journal
2023 Internet of Things (IoT) interface technology for the energy sector   고석갑   전기의 세계, v.72, no.10, pp.12-16
Conference
2023 CNC Milling Machine Anomaly Classification with Continual Active Learning   Eden Kim   International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1289-1291 1
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 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 PINN application for compressible gas flow transient analysis   Sangjoon Lee   International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1703-1708 1
Conference
2023 An Introduction to the Method of Energy System Modeling using the Koopman Operator   박상준   한국 에너지 학술 대회 2023, pp.45-46
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 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 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 RDMI: Recursive Training-Based Diffusion Model for Multivariate Time Series Imputation   Yu Min Hwang   International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC) 2023, pp.846-850 1
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
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 2
Conference
2023 Yolo-Based Real-Time X-ray Object Detection and Tracking Model   황유민   한국멀티미디어학회 학술 발표 대회 (춘계) 2023, pp.1-1
Journal
2023 Enhanced Prediction Model for Human Activity Using an End-to-End Approach   Sangjun Park   IEEE Internet of Things Journal, v.10, no.7, pp.6031-6041 3
Conference
2022 Deep learning-based remaining useful lifetime prediction analysis of solar system with estimation of curve for the performance degradation of active power   김에덴   한국소프트웨어 종합 학술 대회 2022, pp.693-695
Conference
2022 Double header encapsulation load balancing service for scalable cloud IoT platform   손승철   한국통신학회 종합 학술 대회 (추계) 2022, pp.1-2
Conference
2022 Predictive Mechanism for Server Health Check: Network Packet-Flow Learning Approach   Seung-Chul Son   International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.2095-2097 0
Conference
2021 Analysis on Machine Learning Anomaly Detection Using Electricity Data for Care of Elderly Living Alone   김에덴   한국 인공지능 학술대회 2021, pp.1-2
Conference
2021 A Method for Signal Source Location Prediction in Pipe Networks Using Graph Neural Networks   고석갑   한국 인공지능 학술대회 2021, pp.1-3
Conference
2021 A Method for Calculating Customer Baseline Load using Machine Learning Prediction Model for National Demand Response   이현용   한국 인공지능 학술대회 2021, pp.1-2
Conference
2021 AI Microservice Pool Common Platform for Advanced Chatbot Service   손승철   한국 인공지능 학술대회 2021, pp.1-2
Journal
2021 Deep Learning for Human Activity Recognition Based on Causality Feature Extraction   Yu Min Hwang   IEEE Access, v.9, pp.112257-112275 14
Journal
2021 Technical Trends of Time-Series Data Imputation   김에덴   전자통신동향분석, v.36, no.4, pp.145-153
Journal
2021 Electric BigData and Artificial Intelligence Technology Trend   고석갑   TTA Journal, v.195, pp.36-42
Journal
2021 Probabilistic Forecasting Based Joint Detection and Imputation of Clustered Bad Data in Residential Electricity Loads   Soyeong Park  Energies, v.14, no.1, pp.1-13 4
Conference
2020 LwM2M based IoT Microservice Model with Repicas Synchronization Technique   Seung-Chul Son   International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1802-1804 0
Conference
2020 Power Quality Problem Classification Methods Based on Active Transfer Learning   Seungmin Oh   International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1222-1224 0
Conference
2020 A Continual Learning Method using Rewinding   고석갑   대한전자공학회 학술 대회 (하계) 2020, pp.2155-2158
Conference
2020 Determination presence of people in accommodation using feature extraction and XGBoost method of energy data   김에덴   한국정보처리학회 학술 발표 대회 (춘계) 2020, pp.458-460
Journal
2020 Forecast uncertainty‐based performance degradation diagnosis of solar PV systems   HyunYong Lee   IET Renewable Power Generation, v.14, no.6, pp.968-975 3
Conference
2018 Quantile Prediction based ESS Optimal Operation Technique   고석갑   전자 정보 통신 학술 대회 (CEIC) 2018, pp.173-175
Conference
2017 Design of IoT Gateway based on OMA LwM2M Standard   고석갑   전자 정보 통신 학술 대회 (CEIC) 2017, pp.76-78
Conference
2017 Analysis and development of interoperability testing of Lightweight M2M technology   서장원  한국통신학회 종합 학술 발표회 (하계) 2017, pp.344-345
Conference
2016 RNN-LSTM based Short-Term Electricity Demand Forecasting using Holiday Information   김한솔  대한전자공학회 학술 대회 (추계) 2016, pp.552-555
Conference
2016 Object classification of UWB responses using S T-CNN   Seok-Kap Ko   International Conference on Information and Communication Technology Convergence (ICTC) 2016, pp.794-796 3
Journal
2016 A Hybrid Sensor Calibration Scheme for Mobile Crowdsensing-based City-Scale Environmental Measurements   Seung-Chul Son   ETRI Journal, v.38, no.3, pp.551-559 4
Journal
2015 IETF CoAP 최신 표준 기술   고석갑   OSIA Standards & Technology Review Journal, v.28, no.4, pp.76-88
Journal
2015 소형 기기용 사물 인터넷 프로토콜 표준화 및 시험 동향   고석갑   TTA Journal, v.160, pp.100-104
Journal
2015 소형 기기를 위한 사물인터넷 표준 기술   고석갑   주간기술동향, v.1706, pp.13-24
Journal
2015 사물인터넷 기기 관리 표준기술 동향   고석갑   주간기술동향, v.1687, pp.1-11
Journal
2015 IoT Device Management Standard Protocol Trends in Mobile Communications   오승훈   전자통신동향분석, v.30, no.1, pp.94-101
Conference
2015 A Classification Method of UWB Response Signal Using Convolutional Neural Network   고석갑   한국통신학회 종합 학술 발표회 (동계) 2015, pp.1288-1289
Journal
2014 사물 인터넷을 위한 CoAP 프로토콜 표준화 및 시험 동향   고석갑   TTA Journal, v.154, pp.84-88
Journal
2014 사물인터넷 표준 CoAP 기술 및 구현 동향   고석갑   주간기술동향, v.1651, pp.1-10
Journal
2013 Trends of IETF CoAP Based Sensor Connection Protocol Technology   고석갑   전자통신동향분석, v.28, no.6, pp.133-140