Leveraging Non-negative Matrix Tri-Factorization and Knowledge-Based Embeddings for Drug Repurposing: an Application to Parkinson's Disease.
Letizia MessaCarolina TestaStephana CarelliFederica ReyCristina CeredaManuela Teresa RaimondiStefano CeriPietro PinoliPublished in: ICBBE (2023)
Keyphrases
- tensor factorization
- factorization methods
- singular value decomposition
- low rank
- factorization method
- matrix factorization
- linear algebra
- collaborative filtering
- tensor decomposition
- negative matrix factorization
- expert systems
- singular values
- vector space
- measurement matrix
- high dimensional data
- linear combination
- data matrix
- manifold learning
- dimensionality reduction
- convex optimization
- positive and negative
- disease diagnosis
- tag recommendation
- recommender systems
- kronecker product
- multibody
- probabilistic latent semantic analysis
- missing data
- semi supervised
- pairwise