Multi-stage ensemble with refinement for noisy labeled data classification. - Chihyeon Choi; Woojin Lee; Youngdoo Son (Expert Syst. Appl., 2024)

Relation-preserving masked modeling for semi-supervised time-series classification. - Sangho Lee; Chihyeon Choi; Youngdoo Son (Inf. Sci., 2024)

Deep time-series clustering via latent representation alignment. - Sangho Lee; Chihyeon Choi; Youngdoo Son (Knowl. Based Syst., 2024)

Mixing High-Frequency Bands Based on Wavelet Decomposition for Long-Term State-of-Charge Forecasting of Lithium-Ion Batteries. - Yeseo Joo; Chihyeon Choi; Sangho Lee; Youngdoo Son (IEEE Access, 2025)

Batch active learning for time-series classification with multi-mode exploration. - Sangho Lee; Chihyeon Choi; Hyungrok Do; Youngdoo Son (Inf. Sci., 2025)