Graph Memory Networks for Molecular Activity Prediction.
Trang PhamTruyen TranSvetha VenkateshPublished in: CoRR (2018)
Keyphrases
- protein function prediction
- prediction accuracy
- average degree
- graph structures
- random walk
- graph theory
- memory requirements
- drug design
- dynamic networks
- fully connected
- prediction model
- edge weights
- graph structure
- biological networks
- graph representation
- structured data
- protein structure prediction
- social networks
- small world
- network size
- network analysis
- weighted graph
- bipartite graph
- neural network ensemble
- human activities
- complex networks
- network structure
- betweenness centrality
- directed edges
- citation networks
- clustering coefficient
- graph databases
- graph matching
- directed graph
- three dimensional
- signaling pathways
- community discovery
- graph partitioning
- interaction networks
- overlapping communities
- connected components