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Journal
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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 |
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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 |
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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 |
|
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Conference
|
2023 |
An Introduction to the Method of Energy System Modeling using the Koopman Operator
박상준
한국 에너지 학술 대회 2023, pp.45-46 |
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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 |
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Journal
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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 |
|
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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 |
3 |
|
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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 |
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|
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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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|
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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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|
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Conference
|
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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|
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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 |
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|
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Conference
|
2022 |
YOLOX-based Threat Object Detection Using Transfer Learning
황유민
대한전자공학회 학술 대회 (추계) 2022, pp.912-913 |
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|
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Conference
|
2022 |
Performance comparison of depth prediction based on semantic segmentation algorithms
김낙우
대한전자공학회 학술 대회 (추계) 2022, pp.839-840 |
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|
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Conference
|
2022 |
Double header encapsulation load balancing service for scalable cloud IoT platform
손승철
한국통신학회 종합 학술 대회 (추계) 2022, pp.1-2 |
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|
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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 |
|
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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 |
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 |
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|
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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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|
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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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|
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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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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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Journal
|
2021 |
Model‐agnostic online forecasting for PV power output
HyunYong Lee
IET Renewable Power Generation, v.15, no.15, pp.3539-3551 |
7 |
|
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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 |
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 |
|
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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 |
|
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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 |
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 |
|
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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 |
|
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Journal
|
2021 |
Electric BigData and Artificial Intelligence Technology Trend
고석갑
TTA Journal, v.195, pp.36-42 |
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|
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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 |
|
|
|
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 |
|
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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 |
|
|
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 |
|
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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 |
|
|
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 |
|