Bernhard Sick

A Stopping Criterion for Transductive Active Learning

2023 · Lecture notes in computer science

Abstract In transductive active learning, the goal is to determine the correct labels for an unlabeled, known dataset. Therefore, we can either ask an oracle to provide the right label at some cost or use …

Spatio-Temporal Attention Graph Neural Network for Remaining Useful Life Prediction

2024 · arXiv (Cornell University)

Remaining useful life prediction plays a crucial role in the health management of industrial systems. Given the increasing complexity of systems, data-driven predictive models have attracted significant research interest. Upon reviewing the existing literature, it …