IEEE

Graph-Based Visualization and Fault Diagnosis in Large-Scale Industrial Sensor Networks Using KNN-Constructed Graph Neural Networks(GNN)-A Approach Synthetic Dataset

Abstract: In this study, we present a scalable method for modeling and visualizing large-scale industrial sensor networks using Graph Neural Network (GNN) principles. By applying the K-Nearest ...
IEEE

Adaptive Graph Learning for Anomaly Detection in Wireless Sensor Networks

Abstract: Wireless sensor networks (WSNs) are widely deployed to monitor large-scale physical and environmental conditions, yet heterogeneous sensor quality and complex operating environments ...