발행물

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

21

Multitask Learning for Virtual Metrology in Semiconductor Manufacturing Systems
Park, C., Kim, Y., Park, Y., Kim, S.B.
Computers and Industrial Engineering, 2018

SCIE JCR Q1

22

Optimal False Alarm Controlled Support Vector Data Description for Multivariate Process Monitoring
Kim, Y., Kim, S.B.
Journal of Process Control, 2018

SCIE JCR Q2

23

Analysis of Bacterial FAMEs Using Gas Chromatography – Vacuum Ultraviolet Spectroscopy for the Identification and Discrimination of Bacteria
Santos, I. C., Smuts, J., Choi, W.-S., Kim, Y., Kim, S. B., Schug, K.A.
Talanta, 2018

SCIE JCR 10%

24

An Ensemble Regularization Method for Feature Selection in Mass Spectral Fingerprints
Kim, Y., Schug, K.A., Kim, S.B.
Chemometrics and Intelligent Laboratory Systems, 2015

SCIE JCR 10%