GitHub

GEM: Graph Embedding Methods

Many physical systems in the world involve interactions between different entities and can be represented as graphs. Understanding the structure and analyzing properties of graphs are hence paramount ...
GitHub

Network Traffic Prediction with Attention-based Spatial-Temporal Graph Network

1.Download the network traffic matrix dataset and generate the .h5 dataset file using GenerateDataset.py, the .h5 file should be placed in the data/ folder. python GenerateDataset.py 2.Generate SE.txt ...
IEEE

Cooperative Mashup Embedding Leveraging Knowledge Graph for Web API Recommendation

Abstract: Creating top-notch Mashup applications is becoming increasingly difficult with an overwhelming number of Web APIs. Researchers have developed various API recommendation techniques to help ...
IEEE

Link Prediction Algorithms for Social Networks Based on Machine Learning and HARP

Abstract: In Node2Vec, the global structure of the network is neglected and the stochastic gradient descent (SGD) method is easy to fall into local optimum. Based on this algorithm, an improved link ...