김영훈 교수 - 경희대학교 빅데이터응용학과

대표 논문

1. Kim, Y. (2025). Combining residual network and bidirectional long short-term memory with additive attention for wafer defect classification. The International Journal of Advanced Manufacturing Technology, 141, 125–138.
2. Kim, Y. (2025). Fused LassoNet: Sequential feature selection for spectral data with neural networks. Chemometrics and Intelligent Laboratory Systems, 257, 105210.
3. Kim, Y. (2026). Optimal sensor placement for heat transfer digital twin with denoising autoencoder and discrete optimization. Advanced Engineering Informatics, 70, 102845.
4. Kim, Y. (2025). Data-driven component-level decision-making for online remanufacturing of gas-insulated switchgear. CMES - Computer Modeling in Engineering and Sciences, 145(2), 1845–1867.
5. Kim, Y. (2025). Multivariate lithium-ion battery state prediction with channel-independent informer and particle filter for battery digital twin. CMES - Computer Modeling in Engineering and Sciences, 145(2), 1673–1694.
6. Kim, Y. (2024). Risk association of liver cancer and hepatitis B with tree ensemble and lifestyle features. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 54(7), 4125–4136.