The conjunctive disjunctive graph node kernel for disease gene prioritization.
Dinh Tran-VanAlessandro SperdutiFabrizio CostaPublished in: Neurocomputing (2018)
Keyphrases
- graph structure
- directed graph
- disease genes
- graph kernels
- undirected graph
- support vector
- differentially expressed genes
- candidate genes
- nodes of a graph
- overlapping communities
- root node
- finding the shortest path
- path length
- molecular level
- complex diseases
- protein protein interaction networks
- edge weights
- kernel function
- graph theory
- gene expression
- tree structure
- gene function
- kernel methods
- directed acyclic graph
- random walk
- betweenness centrality
- bipartite graph
- dna microarray
- weighted graph
- microarray data
- microarray
- biological entities
- graph partitioning
- feature space