Ministry of Testing

Testing data quality effectively

In some ways, data and its quality can seem strange to people used to assessing the quality of software. There’s often no observable behaviour to check and little in the way of structure to help you ...
IEEE

From Seen to Unseen: Harnessing Temporal Dependencies and Graph Structures for Zero-Sample Fault Diagnosis in Industrial Systems

Abstract: As industrial systems become increasingly complex and automated, fault diagnosis based on operational sequential data has attracted significant attention. However, in real-world production, ...
IEEE

Graph Convolution for Large-Scale Graph Node Classification Task Based on Spatial and Frequency Domain Fusion

Abstract: In recent years, Graph Neural Networks (GNNs) have achieved significant success in graph-based tasks. However, they still face challenges in complex scenarios, particularly in integrating ...
GitHub

SG-Reg: Generalizable and Efficient

[21 Apr 2025] Publish the initial version of code. [19 Apr 2025] Our paper is accepted by IEEE T-RO as a regular paper. [8 Oct 2024] Paper submitted to IEEE T-RO. conda create sgreg python=3.9 Install ...
GitHub

The Connected Data Knowledge Graph Challenge

The Connected Data platform provides a Community, Events, and Thought Leadership for those who use the Relationships, Meaning and Context in Data to achieve great things. We've been Connecting Data, ...