Multiple similarity drug-target interaction prediction with random walks and matrix factorization.
Bin LiuDimitrios PapadopoulosFragkiskos D. MalliarosGrigorios TsoumakasApostolos N. PapadopoulosPublished in: Briefings Bioinform. (2022)
Keyphrases
- random walk
- matrix factorization
- collaborative filtering
- similarity measure
- directed graph
- recommender systems
- low rank
- prediction accuracy
- negative matrix factorization
- link prediction
- factor analysis
- markov chain
- missing data
- proximity measures
- stochastic gradient descent
- item recommendation
- nonnegative matrix factorization
- tensor factorization
- image segmentation
- least squares
- factorization methods
- information retrieval
- probabilistic matrix factorization