Drug repositioning based on bounded nuclear norm regularization

Computational drug repositioning using low-rank matrix approximation and randomized algorithms

(2018) Huimin Luo et al.   BIOINFORMATICS

Drug repositioning based on comprehensive similarity measures and Bi-Random walk algorithm

(2016) Huimin Luo et al.   BIOINFORMATICS

DrugNet: Network-based drug–disease prioritization by integrating heterogeneous data

(2015) Víctor Martínez et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Matrix Factorization-Based Prediction of Novel Drug Indications by Integrating Genomic Space

(2015) Wen Dai et al.   Computational and Mathematical Methods in Medicine

Drug repositioning by integrating target information through a heterogeneous network model

(2014) Wenhui Wang et al.   BIOINFORMATICS

Fast and Accurate Matrix Completion via Truncated Nuclear Norm Regularization

(2013) Yao Hu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Data, information, knowledge and principle: back to metabolism in KEGG

(2013) Minoru Kanehisa et al.   NUCLEIC ACIDS RESEARCH

Simple bounds for recovering low-complexity models

(2012) Emmanuel Candès et al.   MATHEMATICAL PROGRAMMING

Linearized augmented Lagrangian and alternating direction methods for nuclear norm minimization

(2012) Junfeng Yang et al.   MATHEMATICS OF COMPUTATION

The Comparative Toxicogenomics Database: update 2013

(2012) Allan Peter Davis et al.   NUCLEIC ACIDS RESEARCH

Matrix completion via an alternating direction method

(2011) C. Chen et al.   IMA JOURNAL OF NUMERICAL ANALYSIS

PREDICT: a method for inferring novel drug indications with application to personalized medicine

(2011) A. Gottlieb et al.   Molecular Systems Biology

How to improve R&D productivity: the pharmaceutical industry's grand challenge

(2010) Steven M. Paul et al.   NATURE REVIEWS DRUG DISCOVERY

A Singular Value Thresholding Algorithm for Matrix Completion

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

Fixed point and Bregman iterative methods for matrix rank minimization

(2009) Shiqian Ma et al.   MATHEMATICAL PROGRAMMING