Shanshan Song

Multi-view Subspace Clustering via An Adaptive Consensus Graph Filter

2024 · arXiv (Cornell University)

Multiview subspace clustering (MVSC) has attracted an increasing amount of attention in recent years. Most existing MVSC methods first collect complementary information from different views and consequently derive a consensus reconstruction coefficient matrix to indicate …

Multi-view graph convolutional networks based on multi-source information fusion for mechanical fault diagnosis

2024 · Structural Health Monitoring

Data-driven intelligent diagnosis methods have demonstrated significant success within prognostics and health management systems due to their powerful feature representation and non-linear fitting capabilities. However, most existing methods employ simple fusion strategies and neglecting data …