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

11

Noise Robust Graph-based Semi-Supervised Learning with Dynamic Shaving Label Propagation
Lee, J., Kim, Y.*, Kim, S.B.*
Applied Soft Computing, 2023

SCIE JCR 10%

12

뇌병변 장애인의 관절 각도 데이터를 활용한 머신러닝 기반의 재활운동 능력 평가에 관한 연구
여채윤, 조용원, 박진혁, 안시후, 김상민, 김정인, 이상민, 이민구, 김영훈*
재활복지공학회논문지, 2023

2024 재활복지공학회 우수논문상 수상

13

Explainable Artificial Intelligence를 활용한 멀티모달 데이터 기반 사용자 감정 예측
김민지, 김시연, 한혜민, 김영훈*
한국컴퓨터종합학술대회 논문집, 2023

14

Multiple Instance Neural Networks Based on Sparse Attention for Cancer Detection using T-cell Receptor Sequences
BMC Bioinformatics, 2022.11

15

Risk Association of Liver Cancer and Hepatitis B with Tree Ensemble and Lifestyle Features
Koh, E., Kim, Y.*
International Journal of Environmental Research and Public Health, 2022

SSCI JCR Q1

16

Remanufacturing Decision-making for Gas Insulated Switchgear with Remaining Useful Life Prediction
Moon, S., Cho, H., Koh, E., Cho, Y.S., Oh, H.L., Kim, Y.*, Kim, S.B.*
Sustainability, 2022

SSCI JCR Q2

17

Swarm Ascending: Swarm Intelligence-based Exemplar Group Detection for Robust Clustering
Kim, Y., Lee, M., Kim, S.B.
Applied Soft Computing, 2021

SCIE JCR 10%

18

Pallet Recognition with Multi-task Learning for Automated Guided Vehicles
Mok, C., Baek, I., Cho, Y.S., Kim, Y.*, Kim, S.B.*
Applied Sciences, 2021

SCIE JCR Q2

19

Convolutional Neural Network for Preprocessing-free Bacterial Spectra Identification
Kim, Y., Lee, J., Ahn, G., Santos, I.C., Schug, K.A., Kim, S.B.
Journal of Chemometrics, 2020

SCIE JCR Q1

20

Intelligent Traffic Control for Autonomous Vehicle Systems Based on Machine Learning
Lee, S., Kim, Y., Kang, H., Lee, S.-K., Chung, S., Cheong, T., Shin, K., Park, J., Kim, S.B.
Expert Systems with Applications, 2020

SCIE JCR 10%