Deep belief network for molecular feature selection in Ligand-based virtual screening

Maged Nasser; Naomie Salim; Hentabli Hamza; Faisal Saeed

doi:10.1007/978-3-319-99007-1_1

Deep belief network for molecular feature selection in Ligand-based virtual screening

Maged Nasser^*, Naomie Salim, Hentabli Hamza, Faisal Saeed

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Citation (SciVal)

Original language	English
Title of host publication	Recent Trends in Data Science and Soft Computing - Proceedings of the 3rd International Conference of Reliable Information and Communication Technology IRICT 2018
Editors	Fathey Mohammed, Faisal Saeed, Nadhmi Gazem, Abdelsalam Busalim
Publisher	Springer Verlag
Pages	3-14
Number of pages	12
ISBN (Print)	9783319990064
DOIs	https://doi.org/10.1007/978-3-319-99007-1_1
Publication status	Published (VoR) - 2019
Event	3rd International Conference of Reliable Information and Communication Technology, IRICT 2018 - Kuala Lumpur, Malaysia Duration: 23 Jun 2018 → 24 Jun 2018

Publication series

Name	Advances in Intelligent Systems and Computing
Volume	843
ISSN (Print)	2194-5357

Conference

Conference	3rd International Conference of Reliable Information and Communication Technology, IRICT 2018
Country/Territory	Malaysia
City	Kuala Lumpur
Period	23/06/18 → 24/06/18

Funding

Acknowledgments. This work is supported by the Ministry of Higher Education (MOHE) and the Research Management Centre (RMC) at the Universiti Teknologi Malaysia (UTM) under the Research University Grant Category (VOT Q.J130000.2528.16H74 and R.J130000.7828. 4F985). This work is supported by the Ministry of Higher Education (MOHE) and the Research Management Centre (RMC) at the Universiti Teknologi Malaysia (UTM) under the Research University Grant Category (VOT Q.J130000.2528.16H74 and R.J130000.7828. 4F985).

Funders	Funder number
Research Management Centre
Ministry of Higher Education
Ministry of Higher Education, Malaysia
Universiti Teknologi Malaysia	VOT Q.J130000.2528.16H74, R.J130000.7828

Keywords

Deep belief networks
Deep learning
Feature selection
Restricted Boltzmann Machine

Access to Document

10.1007/978-3-319-99007-1_1

Cite this

Nasser, M., Salim, N., Hamza, H., & Saeed, F. (2019). Deep belief network for molecular feature selection in Ligand-based virtual screening. In F. Mohammed, F. Saeed, N. Gazem, & A. Busalim (Eds.), Recent Trends in Data Science and Soft Computing - Proceedings of the 3rd International Conference of Reliable Information and Communication Technology IRICT 2018 (pp. 3-14). (Advances in Intelligent Systems and Computing; Vol. 843). Springer Verlag. https://doi.org/10.1007/978-3-319-99007-1_1

Nasser, Maged ; Salim, Naomie ; Hamza, Hentabli et al. / Deep belief network for molecular feature selection in Ligand-based virtual screening. Recent Trends in Data Science and Soft Computing - Proceedings of the 3rd International Conference of Reliable Information and Communication Technology IRICT 2018. editor / Fathey Mohammed ; Faisal Saeed ; Nadhmi Gazem ; Abdelsalam Busalim. Springer Verlag, 2019. pp. 3-14 (Advances in Intelligent Systems and Computing).

@inproceedings{41d71b3acbf34e80880663ea920b2fd9,

title = "Deep belief network for molecular feature selection in Ligand-based virtual screening",

keywords = "Deep belief networks, Deep learning, Feature selection, Restricted Boltzmann Machine",

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

note = "Publisher Copyright: {\textcopyright} Springer Nature Switzerland AG 2019.; 3rd International Conference of Reliable Information and Communication Technology, IRICT 2018 ; Conference date: 23-06-2018 Through 24-06-2018",

year = "2019",

doi = "10.1007/978-3-319-99007-1_1",

language = "English",

isbn = "9783319990064",

series = "Advances in Intelligent Systems and Computing",

publisher = "Springer Verlag",

pages = "3--14",

editor = "Fathey Mohammed and Faisal Saeed and Nadhmi Gazem and Abdelsalam Busalim",

booktitle = "Recent Trends in Data Science and Soft Computing - Proceedings of the 3rd International Conference of Reliable Information and Communication Technology IRICT 2018",

}

Nasser, M, Salim, N, Hamza, H & Saeed, F 2019, Deep belief network for molecular feature selection in Ligand-based virtual screening. in F Mohammed, F Saeed, N Gazem & A Busalim (eds), Recent Trends in Data Science and Soft Computing - Proceedings of the 3rd International Conference of Reliable Information and Communication Technology IRICT 2018. Advances in Intelligent Systems and Computing, vol. 843, Springer Verlag, pp. 3-14, 3rd International Conference of Reliable Information and Communication Technology, IRICT 2018, Kuala Lumpur, Malaysia, 23/06/18. https://doi.org/10.1007/978-3-319-99007-1_1

Deep belief network for molecular feature selection in Ligand-based virtual screening. / Nasser, Maged; Salim, Naomie; Hamza, Hentabli et al.
Recent Trends in Data Science and Soft Computing - Proceedings of the 3rd International Conference of Reliable Information and Communication Technology IRICT 2018. ed. / Fathey Mohammed; Faisal Saeed; Nadhmi Gazem; Abdelsalam Busalim. Springer Verlag, 2019. p. 3-14 (Advances in Intelligent Systems and Computing; Vol. 843).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Deep belief network for molecular feature selection in Ligand-based virtual screening

AU - Nasser, Maged

AU - Salim, Naomie

AU - Hamza, Hentabli

AU - Saeed, Faisal

N1 - Publisher Copyright: © Springer Nature Switzerland AG 2019.

PY - 2019

Y1 - 2019

KW - Deep belief networks

KW - Deep learning

KW - Feature selection

KW - Restricted Boltzmann Machine

UR - http://www.scopus.com/inward/record.url?scp=85053862942&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85053862942&partnerID=8YFLogxK

U2 - 10.1007/978-3-319-99007-1_1

DO - 10.1007/978-3-319-99007-1_1

M3 - Conference contribution

AN - SCOPUS:85053862942

SN - 9783319990064

T3 - Advances in Intelligent Systems and Computing

SP - 3

EP - 14

BT - Recent Trends in Data Science and Soft Computing - Proceedings of the 3rd International Conference of Reliable Information and Communication Technology IRICT 2018

A2 - Mohammed, Fathey

A2 - Saeed, Faisal

A2 - Gazem, Nadhmi

A2 - Busalim, Abdelsalam

PB - Springer Verlag

T2 - 3rd International Conference of Reliable Information and Communication Technology, IRICT 2018

Y2 - 23 June 2018 through 24 June 2018

ER -

Nasser M, Salim N, Hamza H, Saeed F. Deep belief network for molecular feature selection in Ligand-based virtual screening. In Mohammed F, Saeed F, Gazem N, Busalim A, editors, Recent Trends in Data Science and Soft Computing - Proceedings of the 3rd International Conference of Reliable Information and Communication Technology IRICT 2018. Springer Verlag. 2019. p. 3-14. (Advances in Intelligent Systems and Computing). doi: 10.1007/978-3-319-99007-1_1

Deep belief network for molecular feature selection in Ligand-based virtual screening

Publication series

Conference

Funding

Keywords

Access to Document

Other files and links

Fingerprint

Cite this