IEEE

Graph Neural Networks With Trainable Adjacency Matrices for Fault Diagnosis on Multivariate Sensor Data

Abstract: Timely detection and accurate diagnosis of faults in technological processes can significantly reduce production costs in manufacturing. Modern industrial equipment, equipped with numerous ...
IEEE

Cross-Cycle Structured Graph Autoencoder for Unsupervised Cross-Sensor Image Change Detection

Abstract: Unsupervised cross-sensor change detection (CSCD) is a significant yet challenging task in remote sensing, primarily due to substantial domain shifts across heterogeneous images and the ...
Tire Review

ABS Light On? It Might Be Your Wheel Bearing, Not the Sensor

Wheel bearing and ABS sensor tolerances can trigger ABS codes and erratic signals. Learn key diagnostic steps for accurate ...
GitHub

CEGNN: Contrastive Edge Labeling Graph Neural Network for Sensor Drift Adaptation in Electronic Noses

Title: CEGNN: Contrastive Edge Labeling Graph Neural Network for Sensor Drift Adaptation in Electronic Noses Authors: Yao Tian, Yu Sun, Sihan Zhang Journal: Sensors and Actuators B: Chemical Status: ...
GitHub

SaeedRahmani/DCRNN_PyTorch_Saeed

Here is an article about Using HDF5 with Python. Run the following commands to generate train/test/val dataset at data/{METR-LA,PEMS-BAY}/{train,val,test}.npz. As the ...