IEEE

A Transferable Topology-Aware Graph Pooling Network for Remaining Useful Life Prediction Under Cross-Domain Conditions

Abstract: Remaining useful life (RUL) prediction is critical for ensuring the safety, reliability, and efficient operation of complex industrial systems. Conventional deep neural networks, such as ...
UPI

Taylor Swift's 'Life of a Showgirl' tops U.S. album chart

Dec. 20 (UPI) --Pop star Taylor Swift's Life of a Showgirl is the No. 1 album in the United States. Coming in at No. 2 on the Billboard 200 chart dated Saturday is Morgan Wallen's I'm the Problem, ...
IEEE

Remaining Useful Life Prediction of Bearings Based on Graph Isomorphism Network with Graph-in-Graph Framework

Abstract: The graph neural networks (GNNs) have drawn much attention for predicting the remaining useful life (RUL) due to their excellent performance in processing correlation relationship among data ...
Frontiers

Multi-perspective hotel operation process anomaly prediction method based on graph transformer and autoencoder

Due to the complexity of hotel operation processes, abnormal situations are inevitable, making proactive anomaly prediction essential for ensuring operational stability. Although current deep learning ...