Predicting Antimicrobial Activity for Untested Peptide-Based Drugs Using Collaborative Filtering and Link Prediction.
Angela MedvedevaHamid TeimouriAnatoly B. KolomeiskyPublished in: J. Chem. Inf. Model. (2023)
Keyphrases
- link prediction
- collaborative filtering
- network analysis
- location prediction
- recommender systems
- matrix factorization
- multi relational
- bipartite graph
- link structure
- user preferences
- social networks
- collective classification
- recommendation systems
- community detection
- random walk
- topological features
- entity resolution
- social network analysis
- missing links
- drug discovery
- tensor factorization
- data mining
- mass spectrometry
- heterogeneous networks
- complex networks
- user profiles
- decision trees
- proximity measures
- social ties
- data sets
- class discrimination
- factor graph model
- major histocompatibility complex