GCN-MF: Disease-Gene Association Identification By Graph Convolutional Networks and Matrix Factorization.
Peng HanPeng YangPeilin ZhaoShuo ShangYong LiuJiayu ZhouXin GaoPanos KalnisPublished in: KDD (2019)
Keyphrases
- matrix factorization
- gene gene
- gene networks
- protein protein interaction networks
- collaborative filtering
- complex diseases
- microarray
- recommender systems
- signaling pathways
- missing data
- low rank
- gene regulatory networks
- factorization methods
- data sparsity
- negative matrix factorization
- stochastic gradient descent
- nonnegative matrix factorization
- implicit feedback
- data sets
- social networks
- gene expression data
- weighted graph
- factor analysis
- protein interaction networks
- item recommendation
- linkage disequilibrium
- biological networks
- gene expression
- tensor factorization
- high throughput
- network structure
- random walk
- pairwise