Assignment of structural domains in proteins using diffusion kernels on graphs.
Mohammad Taheri-LedariAmirali ZandiehSeyed Peyman ShariatpanahiChangiz EslahchiPublished in: BMC Bioinform. (2022)
Keyphrases
- graph kernels
- protein protein interaction networks
- diffusion processes
- heat kernel
- sequence similarity
- protein classification
- structural similarities
- protein interaction networks
- chemical compounds
- protein structural
- kernel methods
- kernel function
- application domains
- protein sequences
- structural information
- graph matching
- graph theory
- graph structure
- protein protein interactions
- diffusion process
- experimentally determined
- computational methods
- cross domain
- anisotropic diffusion
- protein structure
- linear combination
- feature space
- real world
- directed graph
- support vector