Enhancing Long-Term Cloud Workload Forecasting Framework: Anomaly Handling and Ensemble Learning in Multivariate Time Series. - Yeong-Min Kim; Seunghwan Song; Byoung-Mo Koo; Jeena Son; Yeseul Lee; Jun-Geol Baek (IEEE Trans. Cloud Comput., 2024)

Decomposed Degradation Pattern Alignment for Domain Adaptation in Machine Remaining Useful Life Prediction. - Byoung-Mo Koo; Yunseon Byun; Jun-Geol Baek (ICAIIC, 2025)

Memory augmented coherent probabilistic forecasts for hierarchically related time series. - Junyong Lee; Yunseon Byun; Byoung-Mo Koo; Jun-Geol Baek (Neurocomputing, 2025)

Quality boost of tabular data synthesis using interpolative cumulative distribution function decoding and type-specific conditioner. - Seungchan Roh; Seunghwan Song; Kwan-Yong Park; Byoung-Mo Koo; Jun-Geol Baek (Neurocomputing, 2025)

Anomaly Detection Framework With Contrastive Learning and Multiview Augmentation for Time-Series Domain Generalization. - Yeseul Lee; Seunghwan Song; Kwan-Yong Park; Byoung-Mo Koo; Jun-Geol Baek (IEEE Trans. Instrum. Meas., 2025)