Drug repositioning based on similarity constrained probabilistic matrix factorization: COVID-19 as a case study
Yajie Meng, Min Jin, Xianfang Tang, Junlin Xu
Topics & Concepts
Drug repositioningComputer scienceSimilarity (geometry)Non-negative matrix factorizationProbabilistic logicMatrix decompositionAdjacency matrixRepurposingBenchmarkingDrugData miningArtificial intelligenceComputational biologyMachine learningTheoretical computer scienceBiologyPharmacologyGraphImage (mathematics)Eigenvalues and eigenvectorsEcologyQuantum mechanicsPhysicsMarketingBusinessComputational Drug Discovery MethodsMachine Learning in BioinformaticsBioinformatics and Genomic Networks