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J

Jongsoo Lee

Yonsei University

19H指数
190论文数
1.3K被引数
收录论文 38
发表时间
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Multistage health state estimation and uncertainty quantification for bearing remaining useful life via graph-guided representation learning基于图引导表示学习的轴承剩余使用寿命多阶段健康状态估计与不确定性量化
errMechanical Systems and Signal Processing
IF8.9
err2026-09-21
err0
PREAI
errGyeonghyeok Kang; Myungsung Lee; Jongsoo Lee
err分享
err收藏
A hybrid deep learning framework for real-time speckle reduction and image enhancement on portable ultrasound systems便携式超声系统实时散斑抑制与图像增强的混合深度学习框架
errMedical Physics
IF3.2
err2026-09-12
err0
errOAAI
errHyunwoo Cho; Jaeseok Lee; Jongsoo Lee; Yangmo Yoo; Jinbum Kang
err分享
err收藏
Edge-Aware Image Quality Assessment via Uncertainty-Guided Signal Stabilization for Dynamic Visual Environments: Application to Automotive Camera基于不确定性引导信号稳定化的边缘感知图像质量评估：在动态视觉环境中的应用——以汽车相机为例
errDigital Signal Processing
IF3
err2026-05-17
err0
PREAI
errSanghoon Lee; Jaewook Lee; Sanghun Lee; Jongsoo Lee
err分享
err收藏
Multi-perspective domain-invariant network with energy density-based data augmentation for domain generalization fault diagnosis多视角领域不变网络结合能量密度数据增强的领域泛化故障诊断
errExpert Systems with Applications
IF7.5
err2026-02-08
err0
PREAI
errSukeun Hong; Jaewook Lee; Jongsoo Lee
err分享
err收藏
Maintenance Knowledge Graph and Time-Series Relational Graph Convolution Neural Networks for Enhancing Predictive Maintenance of Wind Turbine Gearbox维护知识图谱与时序关系图卷积神经网络增强风电齿轮箱预测性维护
errKnowledge-Based Systems
IF7.6
err2026-02-07
err0
PREAI
errHong Suk Kim; Jongsoo Lee
err分享
err收藏
Failure prediction and uncertainty verification of LiDAR thermoelectric coolers using Archimedes spiral loss-based domain generalization基于阿基米德螺旋损耗的领域泛化方法在LiDAR热电冷却器失效预测与不确定性验证中的应用
errReliability Engineering & System Safety
IF11
err2025-11-11
err0
PREAI
errJaewook Lee; Sanghoon Lee; Jongsoo Lee
err分享
err收藏
Classification of battery laser welding defects via enhanced image preprocessing methods and explainable artificial intelligence-based verification通过增强的图像预处理方法和可解释的基于人工智能的验证对电池激光焊接缺陷进行分类
errENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
IF8
err2024-07-01
err0
PREAI
errHwang, Sujin; Lee, Jongsoo
err分享
err收藏
Virtual data-based generative optimization using domain-adaptive designable data augmentation (DADDA): Application to electric vehicle design
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2023-12-01
err2
PREAI
errYoo, Yeongmin; Lee, Hanbit; Lee, Jongsoo
err分享
err收藏
Vision-based virtual vibration sensor using error calibration convolutional neural network with signal augmentation
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2023-10-01
err4
PREAI
errByun, Eunseok; Lee, Jongsoo
err分享
err收藏
Diagnosis-based domain-adaptive design using designable data augmentation and Bayesian transfer learning: Target design estimation and validation
errAPPLIED SOFT COMPUTING
IF6.6
err2023-08-01
err3
PREAI
errKwak, Myeongsun; Lee, Jongsoo
err分享
err收藏
Predictive performance enhancement via domain-adaptive designable data augmentation and virtual data-based optimization
errENGINEERING WITH COMPUTERS
IF4.9
err2023-07-27
err0
PREAI
errLee, Hanbit; Yoo, Yeongmin; Lee, Jongsoo
err分享
err收藏
Prediction of Internal Temperature of Starter Solenoid Via PoF-Based Fault Reproduction Experiment
errIEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
IF5.9
err2023-01-01
err0
PREAI
errLee, Sanghoon; Yang, Dabin; Lee, Sanghak; Sagong, Hyun Chul; Lee, Jongsoo
err分享
err收藏
Predictive evaluation of spectrogram-based vehicle sound quality via data augmentation and explainable artificial Intelligence: Image color adjustment with brightness and contrast
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2022-11-01
err8
PREAI
errKim, Dongha; Lee, Jongsoo
err分享
err收藏
Instance-based transfer learning method via modified domain-adversarial neural network with influence function: Applications to design metamodeling and fault diagnosis
errAPPLIED SOFT COMPUTING
IF6.6
err2022-07-01
err12
PREAI
errKim, Jinhyeok; Lee, Jongsoo
err分享
err收藏
Deep learning-based efficient metamodeling via domain knowledge-integrated designable data augmentation with transfer learning: application to vehicle crash safety
errSTRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
IF4
err2022-06-28
err2
PREAI
errYoo, Yeongmin; Park, Chang-Kyu; Lee, Jongsoo
err分享
err收藏
Multiclass anomaly detection for unsupervised and semi-supervised data based on a combination of negative selection and clonal selection algorithms
errAPPLIED SOFT COMPUTING
IF6.6
err2022-06-01
err13
PREAI
errKim, Yun Ji; Nam, Weonwoo; Lee, Jongsoo
err分享
err收藏
Statistical Classification of Vehicle Interior Sound Through Upsampling-Based Augmentation and Correction Using 1D CNN and LSTM
errIEEE ACCESS
IF3.6
err2022-01-01
err0
errOAAI
errKim, Jinyoung; Lee, Jongsoo
err分享
err收藏
Neural network prediction of sound quality via domain Knowledge-Based data augmentation and Bayesian approach with small data sets
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2021-08-01
err17
PREAI
errLee, Hyeongwoon; Lee, Jongsoo
err分享
err收藏
Data Augmentation-Based Prediction of System Level Performance under Model and Parameter Uncertainties: Role of Designable Generative Adversarial Networks (DGAN)模型和参数不确定性下基于数据增强的系统级性能预测: 可设计生成对抗网络 (DGAN) 的作用
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2021-02-01
err26
PREAI
errYoo, Yeongmin; Jung, Ui-Jin; Han, Yong Ha; Lee, Jongsoo
err分享
err收藏
Early stage data-based probabilistic wear life prediction and maintenance interval optimization of driving wheels
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2020-05-01
err9
PREAI
errChang, Mingu; Lee, Jongsoo
err分享
err收藏

研究方向

暂时未获取到该数据
合作学者
合作期刊
J
Jin Hyeok Kim
H 指数: 77 · 论文数: 699
D
Donghoon Choi
H 指数: 68 · 论文数: 1.2K
D
Dimitri N. Mavris
H 指数: 45 · 论文数: 1.7K
Y
Yong Han
H 指数: 30 · 论文数: 178
J
Jinyoung Kim
H 指数: 28 · 论文数: 141
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