Graph Neural Networks for the Prediction of Protein-Protein Interfaces.
Niccolò PancinoAlberto RossiGiorgio CianoGiorgia GiacominiSimone BonechiPaolo AndreiniFranco ScarselliMonica BianchiniPietro BonginiPublished in: ESANN (2020)
Keyphrases
- neural network
- protein protein
- protein function prediction
- predicting protein
- protein interaction
- protein protein interactions
- drug design
- computational methods
- interaction networks
- protein function
- graph theory
- weighted graph
- protein sequences
- random walk
- binding sites
- high throughput
- spanning tree
- connected components
- graph theoretic
- secondary structure
- protein complexes
- protein interaction networks
- protein structure prediction
- minimum spanning tree
- biological networks
- graph mining
- gene expression
- feature selection
- data mining