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Graclus software

Graclus (latest: Version 1.2) is a fast graph clustering software that computes normalized cut and ratio association for a given undirected graph without any eigenvector computation. This is possible ...
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 ...
GitHub

Software-Graph

Designing contract-driven software systems that evolve safely. Software Graph is an experimental systems initiative focused on treating APIs and service contracts as first-class graph assets. Instead ...
IEEE

Visualization of Node-Centric Hierarchical Structures in Directed Graphs

Abstract: Force-directed layouts are popular for graph visualization but often ignore edge direction, limiting their use for directed networks. Existing direction-aware methods apply global magnetic ...