Enhancing Sound-Based Anomaly Detection Using Deep Denoising Autoencoder. - Seong-Mok Kim; Yong Soo Kim (IEEE Access, 2024)

Preemptive Failure Detection using Contamination-Based Stacking Ensemble in Missiles. - Seong-Mok Kim; Ye-Eun Jeong; Yong Soo Kim; Youn-Ho Lee; Seung Young Lee (KSII Trans. Internet Inf. Syst., 2024)

Remaining Useful Life Prediction Through the Derivation of Acceleration Factors Based on Intermittent Inspection Data. - Ye-Eun Jeong; Youn-Ho Lee; Seong-Mok Kim; Yong Soo Kim (Qual. Reliab. Eng. Int., 2025)

Reliability prediction using a weighted temporal convolutional autoencoder based on limited claim data. - Seong-Mok Kim; Min Jung; Yong Soo Kim (Reliab. Eng. Syst. Saf., 2025)