발행물

논문
컨퍼런스

주요 논문

6

1

Optimal Sensor Placement for Heat Transfer Digital Twin with Denoising Autoencoder and Discrete Optimization
여채윤, 김영훈
Advanced Engineering Informatics, 2025.12

SCIE JCR 2%

2

Fused LassoNet: Sequential feature selection for spectral data with neural networks.
Yeo, C., Nam, S., Kim, Y.
Chemometrics and Intelligent Laboratory Systems, 2025

SCIE JCR 3.9%

3

Multimodal Human Action Recognition for Upper Limb Exercise of Individuals with Cerebral Palsy
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2024.03

SCIE JCR 5.4%

4

Learning Loss for Test-time Augmentation
Kim, I., Kim, Y.*, Kim, S.
Advances in Neural Information Processing Systems (NeurIPS), 2020

Top-tier AI Conference

5

Outer-Points Shaver: Robust Graph-Based Clustering via Node Cutting
Kim, Y., Do, H., Kim, S.B.
Pattern Recognition, 2020

SCIE JCR 10%

6

Collinear Groupwise Feature Selection via Discrete Fusion Group Regression
Kim, Y., Kim, S.B.
Pattern Recognition, 2018

SCIE JCR 10%

전체 논문

24

1

Optimal Sensor Placement for Heat Transfer Digital Twin with Denoising Autoencoder and Discrete Optimization
여채윤, 김영훈
Advanced Engineering Informatics, 2025.12

SCIE JCR 2%

2

Fused LassoNet: Sequential feature selection for spectral data with neural networks.
Yeo, C., Nam, S., Kim, Y.
Chemometrics and Intelligent Laboratory Systems, 2025

SCIE JCR 3.9%

3

Multimodal Human Action Recognition for Upper Limb Exercise of Individuals with Cerebral Palsy
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2024.03

SCIE JCR 5.4%

4

Learning Loss for Test-time Augmentation
Kim, I., Kim, Y.*, Kim, S.
Advances in Neural Information Processing Systems (NeurIPS), 2020

Top-tier AI Conference

5

Outer-Points Shaver: Robust Graph-Based Clustering via Node Cutting
Kim, Y., Do, H., Kim, S.B.
Pattern Recognition, 2020

SCIE JCR 10%

6

Collinear Groupwise Feature Selection via Discrete Fusion Group Regression
Kim, Y., Kim, S.B.
Pattern Recognition, 2018

SCIE JCR 10%

7

Combining Residual Network and Bidirectional Long Short-Term Memory with Additive Attention for Wafer Defect Classification
The International Journal of Advanced Manufacturing Technology, 2025.11

8

Noise-Robust Anomaly Detection and Classification for Rotating Machinery with Deep Filter Fusion
Journal of Mechanical Science and Technology, 2025.10

9

Multivariate Lithium-ion Battery State Prediction with Channel-Independent Informer and Particle Filter for Battery Digital Twin
전찬규, 김영훈
Computer Modeling in Engineering & Sciences, 2024.12

SCIE JCR Q1

10

Data-driven Decision Making for Real-Time Remanufacturing of Gas-Insulated Switchgear
조한샘, 문석호, 김성범, 김영훈
Computer Modeling in Engineering & Sciences, 2024.12

SCIE JCR Q1