A Collaborative Filtering Approach for Drug Repurposing.
Simone ContiniSimona E. RomboPublished in: ADBIS (Short Papers) (2022)
Keyphrases
- collaborative filtering
- recommender systems
- matrix factorization
- data sparsity
- user preferences
- latent factor models
- clinical trials
- making recommendations
- pharmaceutical industry
- drug discovery
- recommendation systems
- information filtering
- cold start
- product recommendation
- transfer learning
- drug design
- user profiles
- data sets
- deal with information overload
- probabilistic matrix factorization
- hybrid recommendation
- neighbor selection
- chemical compounds
- cold start problem
- personalized recommendation
- neural network