Hierarchical Representation and Graph Convolutional Networks for the Prediction of Protein-Protein Interaction Sites.
Michela QuadriniSebastian DaberdakuCarlo FerrariPublished in: LOD (2) (2020)
Keyphrases
- hierarchical representation
- protein protein interactions
- protein interaction
- protein interaction networks
- protein function prediction
- functional modules
- ppi networks
- biological networks
- experimentally determined
- predicting protein
- network analysis
- drug design
- computational methods
- wet lab
- protein complexes
- protein function
- network properties
- high throughput
- network topology
- multiresolution
- coarse to fine
- gene ontology
- genomic data
- protein protein interaction networks
- predicting protein protein interactions
- biological processes
- biological data
- biomedical literature
- complex networks
- structural properties
- social networks
- network structure
- graph theory
- systems biology
- computational approaches
- high precision
- clustering coefficient
- signaling pathways
- information flow
- small world
- gene expression
- protein interaction data
- multiple sequence alignments
- random walk
- binding sites
- biological systems
- graph mining
- interaction networks
- multiscale
- databases