GHGPR-PPIS: A graph convolutional network for identifying protein-protein interaction site using heat kernel with Generalized PageRank techniques and edge self-attention feature processing block.
Xin ZengFan-Fang MengXin LiKai-Yang ZhongBei JiangYi LiPublished in: Comput. Biol. Medicine (2024)
Keyphrases
- protein protein interactions
- random walk
- protein interaction
- weighted graph
- protein interaction networks
- high throughput
- computational methods
- graph structure
- biological processes
- network topology
- link analysis
- biomedical literature
- gene ontology
- directed graph
- functional modules
- protein complexes
- undirected graph
- structural properties
- minimum spanning tree
- protein interaction data
- biological data
- high precision
- computational approaches
- network analysis
- biological networks
- edge weights
- bipartite graph
- ppi networks
- graph theory
- edge detector
- connected components
- data acquisition
- feature vectors
- multiscale
- data mining