Neighborhood Regularized Logistic Matrix Factorization for Drug-Target Interaction Prediction

• Main Authors: Liu Y., Wu M., Miao C., Zhao P., Li X.-L.
• Other Authors: DEPARTMENT OF COMPUTER SCIENCE
• Format: Article
• Published: 2019
• Subjects: cell nucleus receptor; enzyme; G protein coupled receptor; ion channel; drug; ligand; protein; accuracy; algorithm; area under the curve; area under the precision recall curve; Article; controlled study; drug target interaction; drug targeting; information processing; neighborhood regularized logistic matrix factorization; observation; prediction; probability; receiver operating characteristic; statistical concepts; biology; chemistry; drug development; metabolism; procedures; Algorithms; Computational Biology; Drug Discovery; Ligands; Pharmaceutical Preparations; Proteins
• Online Access: https://scholarbank.nus.edu.sg/handle/10635/161924
• Institution: National University of Singapore

10.1371/journal.pcbi.1004760