Coupled matrix–matrix and coupled tensor–matrix completion methods for predicting drug–target interactions

L2,1-GRMF: an improved graph regularized matrix factorization method to predict drug-target interactions

(2019) Zhen Cui et al.   BMC BIOINFORMATICS

Drug-Target Interaction Prediction via Dual Laplacian Graph Regularized Matrix Completion

(2018) Minhui Wang et al.   Biomed Research International

Drug-Target Interaction Prediction with Graph Regularized Matrix Factorization

(2017) Ali Ezzat et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

Nuclear norm of higher-order tensors

(2017) Shmuel Friedland et al.   MATHEMATICS OF COMPUTATION

DrugBank 5.0: a major update to the DrugBank database for 2018

(2017) David S Wishart et al.   NUCLEIC ACIDS RESEARCH

Neighborhood Regularized Logistic Matrix Factorization for Drug-Target Interaction Prediction

(2016) Yong Liu et al.   PLoS Computational Biology

Drug–target interaction prediction by random walk on the heterogeneous network

(2012) Xing Chen et al.   Molecular BioSystems

Extended-Connectivity Fingerprints

(2010) David Rogers et al.   Journal of Chemical Information and Modeling

A Singular Value Thresholding Algorithm for Matrix Completion

(2010) Jian-Feng Cai et al.   SIAM JOURNAL ON OPTIMIZATION

Exact Matrix Completion via Convex Optimization

(2009) Emmanuel J. Candès et al.   FOUNDATIONS OF COMPUTATIONAL MATHEMATICS

Fixed point and Bregman iterative methods for matrix rank minimization

(2009) Shiqian Ma et al.   MATHEMATICAL PROGRAMMING

Walking the Interactome for Prioritization of Candidate Disease Genes

(2008) Sebastian Köhler et al.   AMERICAN JOURNAL OF HUMAN GENETICS