Clustering-based Augmentation for Effective Self-supervised Learning in Sleep Staging. - Pavel Tsoi; Young-Seok Kweon; Seong-Whan Lee (IJCNN, 2024)

Feature-Enhanced Machine Learning for All-Cause Mortality Prediction in Healthcare Data. - HyeYoung Lee; Pavel Tsoi (CoRR, 2025)

Spectral Feature Extraction for Robust Network Intrusion Detection Using MFCCs. - HyeYoung Lee; Muhammad Nadeem; Pavel Tsoi (CoRR, 2025)