Exact computation of 3D geometric moment invariants for ATS drugs identification

Satrya Fajri Pratama; Azah Kamilah Muda; Yun Huoy Choo; Ajith Abraham

doi:10.1007/978-3-319-28031-8_30

Exact computation of 3D geometric moment invariants for ATS drugs identification

Satrya Fajri Pratama, Azah Kamilah Muda, Yun Huoy Choo, Ajith Abraham

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

Abstract

The war on drug abuse involves all nations worldwide. Normally, molecular components are unique, and thus the drugs can be identified based on it. However, this procedure started to be more unreliable with the introduction of new ATS molecular structures which are increasingly complex and sophisticated. Hence, unique characteristics of molecular structure of ATS drug must be accurately identified. Therefore, this paper is meant for formulating an exact 3D geometric moment invariants to represent the drug molecular structure. The performance of the proposed technique was analyzed using drug chemical structures obtained from United Nations Office of Drugs and Crime (UNODC) and also from various sources. The evaluation shows the technique is qualified to be further explored and adapted in the future works to be fully compatible with ATS drug identification domain.

Original language	English
Title of host publication	Innovations in Bio-Inspired Computing and Applications - Proceedings of the 6th International Conference on Innovations in Bio-Inspired Computing and Applications (IBICA 2015)
Editors	Ajith Abraham, Pavel Krömer, Millie Pant, Václav Snášel, Azah Kamilah Muda
Publisher	Springer Nature
Pages	347-358
Number of pages	12
ISBN (Print)	9783319280301
DOIs	https://doi.org/10.1007/978-3-319-28031-8_30
Publication status	Published - 2016
Event	6th International Conference on Innovations in Bio-Inspired Computing and Applications, IBICA 2015 - Kochi, India Duration: 16 Dec 2015 → 18 Dec 2015

Publication series

Name	Advances in Intelligent Systems and Computing
Volume	424
ISSN (Print)	2194-5357

Conference

Conference	6th International Conference on Innovations in Bio-Inspired Computing and Applications, IBICA 2015
Country/Territory	India
City	Kochi
Period	16/12/15 → 18/12/15

Keywords

3D moments function
ATS drugs
Drugs identification
Exact geometric moments
Molecular structure
Moment invariants function

Access to Document

10.1007/978-3-319-28031-8_30

Cite this

Pratama, S. F., Muda, A. K., Choo, Y. H., & Abraham, A. (2016). Exact computation of 3D geometric moment invariants for ATS drugs identification. In A. Abraham, P. Krömer, M. Pant, V. Snášel, & A. K. Muda (Eds.), Innovations in Bio-Inspired Computing and Applications - Proceedings of the 6th International Conference on Innovations in Bio-Inspired Computing and Applications (IBICA 2015) (pp. 347-358). (Advances in Intelligent Systems and Computing; Vol. 424). Springer Nature. https://doi.org/10.1007/978-3-319-28031-8_30

Pratama, Satrya Fajri ; Muda, Azah Kamilah ; Choo, Yun Huoy et al. / Exact computation of 3D geometric moment invariants for ATS drugs identification. Innovations in Bio-Inspired Computing and Applications - Proceedings of the 6th International Conference on Innovations in Bio-Inspired Computing and Applications (IBICA 2015). editor / Ajith Abraham ; Pavel Krömer ; Millie Pant ; Václav Snášel ; Azah Kamilah Muda. Springer Nature, 2016. pp. 347-358 (Advances in Intelligent Systems and Computing).

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title = "Exact computation of 3D geometric moment invariants for ATS drugs identification",

abstract = "The war on drug abuse involves all nations worldwide. Normally, molecular components are unique, and thus the drugs can be identified based on it. However, this procedure started to be more unreliable with the introduction of new ATS molecular structures which are increasingly complex and sophisticated. Hence, unique characteristics of molecular structure of ATS drug must be accurately identified. Therefore, this paper is meant for formulating an exact 3D geometric moment invariants to represent the drug molecular structure. The performance of the proposed technique was analyzed using drug chemical structures obtained from United Nations Office of Drugs and Crime (UNODC) and also from various sources. The evaluation shows the technique is qualified to be further explored and adapted in the future works to be fully compatible with ATS drug identification domain.",

keywords = "3D moments function, ATS drugs, Drugs identification, Exact geometric moments, Molecular structure, Moment invariants function",

author = "Pratama, {Satrya Fajri} and Muda, {Azah Kamilah} and Choo, {Yun Huoy} and Ajith Abraham",

note = "Publisher Copyright: {\textcopyright} Springer International Publishing Switzerland 2016.; 6th International Conference on Innovations in Bio-Inspired Computing and Applications, IBICA 2015 ; Conference date: 16-12-2015 Through 18-12-2015",

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doi = "10.1007/978-3-319-28031-8_30",

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isbn = "9783319280301",

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Pratama, SF, Muda, AK, Choo, YH & Abraham, A 2016, Exact computation of 3D geometric moment invariants for ATS drugs identification. in A Abraham, P Krömer, M Pant, V Snášel & AK Muda (eds), Innovations in Bio-Inspired Computing and Applications - Proceedings of the 6th International Conference on Innovations in Bio-Inspired Computing and Applications (IBICA 2015). Advances in Intelligent Systems and Computing, vol. 424, Springer Nature, pp. 347-358, 6th International Conference on Innovations in Bio-Inspired Computing and Applications, IBICA 2015, Kochi, India, 16/12/15. https://doi.org/10.1007/978-3-319-28031-8_30

Exact computation of 3D geometric moment invariants for ATS drugs identification. / Pratama, Satrya Fajri; Muda, Azah Kamilah; Choo, Yun Huoy et al.
Innovations in Bio-Inspired Computing and Applications - Proceedings of the 6th International Conference on Innovations in Bio-Inspired Computing and Applications (IBICA 2015). ed. / Ajith Abraham; Pavel Krömer; Millie Pant; Václav Snášel; Azah Kamilah Muda. Springer Nature, 2016. p. 347-358 (Advances in Intelligent Systems and Computing; Vol. 424).

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

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AU - Pratama, Satrya Fajri

AU - Muda, Azah Kamilah

AU - Choo, Yun Huoy

AU - Abraham, Ajith

N1 - Publisher Copyright: © Springer International Publishing Switzerland 2016.

PY - 2016

Y1 - 2016

N2 - The war on drug abuse involves all nations worldwide. Normally, molecular components are unique, and thus the drugs can be identified based on it. However, this procedure started to be more unreliable with the introduction of new ATS molecular structures which are increasingly complex and sophisticated. Hence, unique characteristics of molecular structure of ATS drug must be accurately identified. Therefore, this paper is meant for formulating an exact 3D geometric moment invariants to represent the drug molecular structure. The performance of the proposed technique was analyzed using drug chemical structures obtained from United Nations Office of Drugs and Crime (UNODC) and also from various sources. The evaluation shows the technique is qualified to be further explored and adapted in the future works to be fully compatible with ATS drug identification domain.

AB - The war on drug abuse involves all nations worldwide. Normally, molecular components are unique, and thus the drugs can be identified based on it. However, this procedure started to be more unreliable with the introduction of new ATS molecular structures which are increasingly complex and sophisticated. Hence, unique characteristics of molecular structure of ATS drug must be accurately identified. Therefore, this paper is meant for formulating an exact 3D geometric moment invariants to represent the drug molecular structure. The performance of the proposed technique was analyzed using drug chemical structures obtained from United Nations Office of Drugs and Crime (UNODC) and also from various sources. The evaluation shows the technique is qualified to be further explored and adapted in the future works to be fully compatible with ATS drug identification domain.

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ER -

Pratama SF, Muda AK, Choo YH, Abraham A. Exact computation of 3D geometric moment invariants for ATS drugs identification. In Abraham A, Krömer P, Pant M, Snášel V, Muda AK, editors, Innovations in Bio-Inspired Computing and Applications - Proceedings of the 6th International Conference on Innovations in Bio-Inspired Computing and Applications (IBICA 2015). Springer Nature. 2016. p. 347-358. (Advances in Intelligent Systems and Computing). doi: 10.1007/978-3-319-28031-8_30

Exact computation of 3D geometric moment invariants for ATS drugs identification

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