GitHub

kryptologyst/Graph-Isomorphism-Networks

A comprehensive, production-ready implementation of Graph Isomorphism Networks (GIN) for graph classification tasks. This project provides a clean, reproducible, and showcase-ready implementation with ...
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 ...
BBC

Distance-time graphs

Each line segment of a distance-time graph represents one part of a journey. A distance-time graph, sometimes referred to as a travel graph, is a way of representing a journey. It is helpful to have ...
IEEE

Graph Neural Networks With Parallel Neighborhood Aggregations for Graph Classification

Abstract: We focus on graph classification using a graph neural network (GNN) model that precomputes node features using a bank of neighborhood aggregation graph operators arranged in parallel. These ...
GitHub

fred8617/subgraph-isomorphism-example

本项目用C语言实现了三个子图匹配（同构）算法 - ULLMANN(乌尔曼算法)、VF、VF2，其中ULLMANN算法有两个文件，分别是ULLMANN_SAMPLE ...