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Lee Byung-Tak Principal Researcher
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SMEs Growth Support Strategy Section
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논문 검색결과
Type Year Title Cited Download
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 7
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 1
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 2
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 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
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 5
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 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 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 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 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 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 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
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 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
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 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 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 An Empirical Study on Image Maksing for Improving Unsupervised Deep Homography   이현용   한국 인공지능 학술대회 2022, pp.30-31
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 X-ray image-based monocular depth prediction technique   김낙우   한국 인공지능 학술대회 2022, pp.95-96
Conference
2022 A Precursor Composite Analysis Algorithm of All-solid-state Secondary Battery   김낙우   한국통신학회 종합 학술 발표회 (동계) 2022, pp.932-933
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 Model‐agnostic online forecasting for PV power output   HyunYong Lee   IET Renewable Power Generation, v.15, no.15, pp.3539-3551 7
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
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
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 16
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
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 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 5
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 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 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 AI Microservice Pool Common Platform for Advanced Chatbot Service   손승철   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
Journal
2021 Deep Learning for Human Activity Recognition Based on Causality Feature Extraction   Yu Min Hwang   IEEE Access, v.9, pp.112257-112275 22
Journal
2021 Technical Trends of Time-Series Data Imputation   김에덴   전자통신동향분석, v.36, no.4, pp.145-153
Journal
2021 Patch-Level Operation With Adaptive Patch Control for Improving Anomaly Localization   Hyunyong Lee   IEEE Access, v.9, pp.90727-90737 7
Journal
2021 Electric BigData and Artificial Intelligence Technology Trend   고석갑   TTA Journal, v.195, pp.36-42
Conference
2021 Performance Comparison of Abnormality Diagnosis Model for Complex Sensor Data   김낙우   한국통신학회 종합 학술 발표회 (동계) 2021, pp.819-820
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 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
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 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
Conference
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 2
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 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