Semi-supervised Learning with Deep Generative Models for Asset Failure Prediction

Andre S. Yoon, Taehoon Lee, Yongsub Lim +5

This work presents a novel semi-supervised learning approach for data-driven modeling of asset failures when health status is only partially known in historical data. We combine a…