Neighborhood Regularized Logistic Matrix Factorization for Drug-Target Interaction Prediction

10.1371/journal.pcbi.1004760

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Bibliographic Details
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
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Institution:	National University of Singapore

id	sg-nus-scholar.10635-161924
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spelling	sg-nus-scholar.10635-1619242024-04-25T08:06:52Z Neighborhood Regularized Logistic Matrix Factorization for Drug-Target Interaction Prediction Liu Y. Wu M. Miao C. Zhao P. Li X.-L. DEPARTMENT OF COMPUTER SCIENCE 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 algorithm biology chemistry drug development metabolism procedures Algorithms Computational Biology Drug Discovery Ligands Pharmaceutical Preparations Proteins 10.1371/journal.pcbi.1004760 PLoS Computational Biology 12 2 e1004760 2019-11-08T08:45:35Z 2019-11-08T08:45:35Z 2016 Article Liu Y., Wu M., Miao C., Zhao P., Li X.-L. (2016). Neighborhood Regularized Logistic Matrix Factorization for Drug-Target Interaction Prediction. PLoS Computational Biology 12 (2) : e1004760. ScholarBank@NUS Repository. https://doi.org/10.1371/journal.pcbi.1004760 1553734X https://scholarbank.nus.edu.sg/handle/10635/161924 Attribution 4.0 International http://creativecommons.org/licenses/by/4.0/ Unpaywall 20191101
institution	National University of Singapore
building	NUS Library
continent	Asia
country	Singapore Singapore
content_provider	NUS Library
collection	ScholarBank@NUS
topic	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 algorithm biology chemistry drug development metabolism procedures Algorithms Computational Biology Drug Discovery Ligands Pharmaceutical Preparations Proteins
spellingShingle	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 algorithm biology chemistry drug development metabolism procedures Algorithms Computational Biology Drug Discovery Ligands Pharmaceutical Preparations Proteins Liu Y. Wu M. Miao C. Zhao P. Li X.-L. Neighborhood Regularized Logistic Matrix Factorization for Drug-Target Interaction Prediction
description	10.1371/journal.pcbi.1004760
author2	DEPARTMENT OF COMPUTER SCIENCE
author_facet	DEPARTMENT OF COMPUTER SCIENCE Liu Y. Wu M. Miao C. Zhao P. Li X.-L.
format	Article
author	Liu Y. Wu M. Miao C. Zhao P. Li X.-L.
author_sort	Liu Y.
title	Neighborhood Regularized Logistic Matrix Factorization for Drug-Target Interaction Prediction
title_short	Neighborhood Regularized Logistic Matrix Factorization for Drug-Target Interaction Prediction
title_full	Neighborhood Regularized Logistic Matrix Factorization for Drug-Target Interaction Prediction
title_fullStr	Neighborhood Regularized Logistic Matrix Factorization for Drug-Target Interaction Prediction
title_full_unstemmed	Neighborhood Regularized Logistic Matrix Factorization for Drug-Target Interaction Prediction
title_sort	neighborhood regularized logistic matrix factorization for drug-target interaction prediction
publishDate	2019
url	https://scholarbank.nus.edu.sg/handle/10635/161924
_version_	1800913826717106176

Neighborhood Regularized Logistic Matrix Factorization for Drug-Target Interaction Prediction

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