Improved Deep Learning Based Method for Molecular Similarity Searching Using Stack of Deep Belief Networks

Maged Nasser; Naomie Salim; Hentabli Hamza; Faisal Saeed; Idris Rabiu

doi:10.3390/molecules26010128

Improved Deep Learning Based Method for Molecular Similarity Searching Using Stack of Deep Belief Networks

Maged Nasser, Naomie Salim, Hentabli Hamza, Faisal Saeed, Idris Rabiu

Research output: Contribution to journal › Article › peer-review

19 Citations (SciVal)

Original language	English
Journal	Molecules
Volume	26
Issue number	1
DOIs	https://doi.org/10.3390/molecules26010128
Publication status	Published (VoR) - 29 Dec 2020

Keywords

deep belief networks (DBN)
deep learning
feature selection
similarity searching
virtual screening (VS)

Access to Document

10.3390/molecules26010128

Cite this

@article{9fedf0d807ad4b9e80f148a4c1c1228d,

title = "Improved Deep Learning Based Method for Molecular Similarity Searching Using Stack of Deep Belief Networks",

keywords = "deep belief networks (DBN), deep learning, feature selection, similarity searching, virtual screening (VS)",

author = "Maged Nasser and Naomie Salim and Hentabli Hamza and Faisal Saeed and Idris Rabiu",

year = "2020",

month = dec,

day = "29",

doi = "10.3390/molecules26010128",

language = "English",

volume = "26",

journal = "Molecules",

issn = "1420-3049",

publisher = "MDPI",

number = "1",

}

TY - JOUR

T1 - Improved Deep Learning Based Method for Molecular Similarity Searching Using Stack of Deep Belief Networks

AU - Nasser, Maged

AU - Salim, Naomie

AU - Hamza, Hentabli

AU - Saeed, Faisal

AU - Rabiu, Idris

PY - 2020/12/29

Y1 - 2020/12/29

KW - deep belief networks (DBN)

KW - deep learning

KW - feature selection

KW - similarity searching

KW - virtual screening (VS)

UR - http://www.scopus.com/inward/record.url?scp=85099238608&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85099238608&partnerID=8YFLogxK

U2 - 10.3390/molecules26010128

DO - 10.3390/molecules26010128

M3 - Article

C2 - 33383976

AN - SCOPUS:85099238608

SN - 1420-3049

VL - 26

JO - Molecules

JF - Molecules

IS - 1

ER -

Improved Deep Learning Based Method for Molecular Similarity Searching Using Stack of Deep Belief Networks

Keywords

Access to Document

Other files and links

Fingerprint

Cite this