Bipartite graph is a kind of special graph. Generally, it is used for solving matching problems such as assignment problem, fault diagnosis problem and so on. But from the definition, bipartite graph ...

DocumentGCN is a supervised graph classification method. Firstly, all documents are represented as separate graphs. The graphs are built from a set of unique words in a given document and connected ...

2 implemented frameworks for graph similarity classification on HPO graphs. The first framework is the most common subgraph (MCS) framework which consists of the following 4 classification methods: ...

Methods: Using the graph theory method, we first define the network structure of social groups and construct the risk transmission network of the new epidemic region. Then, combined with the risk ...

For graph-level classification, pooling operations, categorized into global and hierarchical methods, are crucial. Hierarchical pooling, like DiffPool, clusters nodes but has limitations addressed by ...

Bipartite graph is a kind of special graph. Generally, it is used for solving matching problems such as assignment problem, fault diagnosis problem and so on. But from the definition, bipartite graph ...