Multiple Similarity Drug-Target Interaction Prediction with Random Walks and Matrix Factorization.
Bin LiuDimitrios PapadopoulosFragkiskos D. MalliarosGrigorios TsoumakasApostolos N. PapadopoulosPublished in: CoRR (2022)
Keyphrases
- random walk
- matrix factorization
- collaborative filtering
- low rank
- prediction accuracy
- directed graph
- missing data
- negative matrix factorization
- link prediction
- distance measure
- similarity measure
- recommender systems
- markov chain
- nonnegative matrix factorization
- factorization methods
- proximity measures
- latent factors
- factor analysis
- higher order
- feature space
- machine learning
- probabilistic matrix factorization
- tensor factorization
- stochastic gradient descent
- information retrieval