Drug-target interaction prediction via class imbalance-aware ensemble learning

10.1186/s12859-016-1377-y

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Main Authors:	Ezzat, A, Wu, M, Li, X.-L, Kwoh, C.-K
Other Authors:	DEPARTMENT OF COMPUTER SCIENCE
Format:	Article
Published:	2020
Subjects:	Forecasting Class imbalance Drug-target interactions Ensemble learning Small disjuncts Within class Drug interactions drug protein algorithm biology chemistry drug development drug interaction human metabolism procedures Algorithms Computational Biology Drug Discovery Drug Interactions Humans Pharmaceutical Preparations Proteins
Online Access:	https://scholarbank.nus.edu.sg/handle/10635/181316
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Institution:	National University of Singapore

id	sg-nus-scholar.10635-181316
record_format	dspace
spelling	sg-nus-scholar.10635-1813162024-11-15T00:11:39Z Drug-target interaction prediction via class imbalance-aware ensemble learning Ezzat, A Wu, M Li, X.-L Kwoh, C.-K DEPARTMENT OF COMPUTER SCIENCE Forecasting Class imbalance Drug-target interactions Ensemble learning Small disjuncts Within class Drug interactions drug protein algorithm biology chemistry drug development drug interaction human metabolism procedures Algorithms Computational Biology Drug Discovery Drug Interactions Humans Pharmaceutical Preparations Proteins 10.1186/s12859-016-1377-y BMC Bioinformatics 17 509 2020-10-27T10:33:10Z 2020-10-27T10:33:10Z 2016 Article Ezzat, A, Wu, M, Li, X.-L, Kwoh, C.-K (2016). Drug-target interaction prediction via class imbalance-aware ensemble learning. BMC Bioinformatics 17 : 509. ScholarBank@NUS Repository. https://doi.org/10.1186/s12859-016-1377-y 14712105 https://scholarbank.nus.edu.sg/handle/10635/181316 Attribution 4.0 International http://creativecommons.org/licenses/by/4.0/ Unpaywall 20201031
institution	National University of Singapore
building	NUS Library
continent	Asia
country	Singapore Singapore
content_provider	NUS Library
collection	ScholarBank@NUS
topic	Forecasting Class imbalance Drug-target interactions Ensemble learning Small disjuncts Within class Drug interactions drug protein algorithm biology chemistry drug development drug interaction human metabolism procedures Algorithms Computational Biology Drug Discovery Drug Interactions Humans Pharmaceutical Preparations Proteins
spellingShingle	Forecasting Class imbalance Drug-target interactions Ensemble learning Small disjuncts Within class Drug interactions drug protein algorithm biology chemistry drug development drug interaction human metabolism procedures Algorithms Computational Biology Drug Discovery Drug Interactions Humans Pharmaceutical Preparations Proteins Ezzat, A Wu, M Li, X.-L Kwoh, C.-K Drug-target interaction prediction via class imbalance-aware ensemble learning
description	10.1186/s12859-016-1377-y
author2	DEPARTMENT OF COMPUTER SCIENCE
author_facet	DEPARTMENT OF COMPUTER SCIENCE Ezzat, A Wu, M Li, X.-L Kwoh, C.-K
format	Article
author	Ezzat, A Wu, M Li, X.-L Kwoh, C.-K
author_sort	Ezzat, A
title	Drug-target interaction prediction via class imbalance-aware ensemble learning
title_short	Drug-target interaction prediction via class imbalance-aware ensemble learning
title_full	Drug-target interaction prediction via class imbalance-aware ensemble learning
title_fullStr	Drug-target interaction prediction via class imbalance-aware ensemble learning
title_full_unstemmed	Drug-target interaction prediction via class imbalance-aware ensemble learning
title_sort	drug-target interaction prediction via class imbalance-aware ensemble learning
publishDate	2020
url	https://scholarbank.nus.edu.sg/handle/10635/181316
_version_	1821206673011769344

Drug-target interaction prediction via class imbalance-aware ensemble learning

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