In silico prediction and screening of γ-secretase inhibitors by molecular descriptors and machine learning methods

10.1002/jcc.21411

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Main Authors: Yang, X.-G., Wei, L.V., Chen, Y.U.-Z., Ying, X.U.E.
Other Authors: PHARMACY
Format: Article
Published: 2014
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Online Access:http://scholarbank.nus.edu.sg/handle/10635/106032
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Institution: National University of Singapore
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spelling sg-nus-scholar.10635-1060322023-10-29T22:04:55Z In silico prediction and screening of γ-secretase inhibitors by molecular descriptors and machine learning methods Yang, X.-G. Wei, L.V. Chen, Y.U.-Z. Ying, X.U.E. PHARMACY γ-secretase inhibitors Machine learning Random forest (rf) Support vector machine (svm) Virtual screening 10.1002/jcc.21411 Journal of Computational Chemistry 31 6 1249-1258 JCCHD 2014-10-29T01:54:01Z 2014-10-29T01:54:01Z 2010-04-30 Article Yang, X.-G., Wei, L.V., Chen, Y.U.-Z., Ying, X.U.E. (2010-04-30). In silico prediction and screening of γ-secretase inhibitors by molecular descriptors and machine learning methods. Journal of Computational Chemistry 31 (6) : 1249-1258. ScholarBank@NUS Repository. https://doi.org/10.1002/jcc.21411 01928651 http://scholarbank.nus.edu.sg/handle/10635/106032 000276653600015 Scopus
institution National University of Singapore
building NUS Library
continent Asia
country Singapore
Singapore
content_provider NUS Library
collection ScholarBank@NUS
topic γ-secretase inhibitors
Machine learning
Random forest (rf)
Support vector machine (svm)
Virtual screening
spellingShingle γ-secretase inhibitors
Machine learning
Random forest (rf)
Support vector machine (svm)
Virtual screening
Yang, X.-G.
Wei, L.V.
Chen, Y.U.-Z.
Ying, X.U.E.
In silico prediction and screening of γ-secretase inhibitors by molecular descriptors and machine learning methods
description 10.1002/jcc.21411
author2 PHARMACY
author_facet PHARMACY
Yang, X.-G.
Wei, L.V.
Chen, Y.U.-Z.
Ying, X.U.E.
format Article
author Yang, X.-G.
Wei, L.V.
Chen, Y.U.-Z.
Ying, X.U.E.
author_sort Yang, X.-G.
title In silico prediction and screening of γ-secretase inhibitors by molecular descriptors and machine learning methods
title_short In silico prediction and screening of γ-secretase inhibitors by molecular descriptors and machine learning methods
title_full In silico prediction and screening of γ-secretase inhibitors by molecular descriptors and machine learning methods
title_fullStr In silico prediction and screening of γ-secretase inhibitors by molecular descriptors and machine learning methods
title_full_unstemmed In silico prediction and screening of γ-secretase inhibitors by molecular descriptors and machine learning methods
title_sort in silico prediction and screening of γ-secretase inhibitors by molecular descriptors and machine learning methods
publishDate 2014
url http://scholarbank.nus.edu.sg/handle/10635/106032
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