Shengchao Chen

Federated Intelligence in Web: A Tutorial

2025

The recent development of Web Intelligence has heightened privacy concerns among end-users. Federated intelligence offers a novel approach to restructuring Web Intelligence within a federated setting to better protect privacy. Additionally, the advent of large …

An Efficient Bearing Prognostic Approach through Modeling Multiperiodic and Nonperiodic Temporal Patterns

2025 · IEEE Transactions on Industrial Informatics

Remaining useful life (RUL) prediction of bearings is essential for effective prognostics and health management (PHM). Although deep learning-based RUL prediction methods achieve high prediction accuracy, they often introduce significant parameter redundancy due to their …