Protein Interface Prediction using Graph Convolutional Networks.
Alex FoutJonathon ByrdBasir ShariatAsa Ben-HurPublished in: NIPS (2017)
Keyphrases
- protein interaction networks
- protein function prediction
- subcellular localization
- protein interaction
- contact map
- functional modules
- protein structure prediction
- protein secondary structure
- predicting protein
- prediction accuracy
- protein protein interaction networks
- average degree
- drug design
- graph theory
- biological networks
- fully connected
- user interface
- experimentally determined
- contact maps
- small world
- protein structure
- overlapping communities
- protein sequences
- directed graph
- network structure
- computational methods
- protein function
- social networks
- edge weights
- protein secondary structure prediction
- graph layout
- protein interaction data
- graph structures
- protein folding
- protein protein interactions
- graph databases
- community detection
- interaction networks
- citation networks
- amino acid sequences
- graphical representation
- amino acids
- gene prediction
- weighted graph
- bipartite graph
- structured data
- random walk
- protein tertiary structure
- remote homology detection