Research output per year
Research output per year
- 12 results
Search results
-
2025
Adaptive BMRFO: Optimizing Descriptor Selection for Improved QSAR Biodegradation Classification
Aziz, N. F. N., Yusof, N. M., Gharehchopogh, F. S. & Pratama, S. F., 1 May 2025, (E-pub ahead of print) In: IAENG International Journal of Computer Science. 52, 5, p. 1585-1595 11 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Downloads (Pure) -
2023
A novel nonlinear time-varying sigmoid transfer function in binary whale optimization algorithm for descriptors selection in drug classification
Mohd Yusof, N., Muda, A. K., Pratama, S. F. & Abraham, A., Feb 2023, In: Molecular diversity. 27, 1, p. 71-80 10 p.Research output: Contribution to journal › Article › peer-review
15 Citations (Scopus) -
Covariance Search Model for Identifying ncRNA using Particle Swarm Optimized Agglomerative Clustering
Pratiwi, L., Choo, Y. H., Muda, A. K. & Pratama, S. F., 2023, In: International Journal of Computer Information Systems and Industrial Management Applications. 15, 2023, p. 460-468 9 p.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
2022
Improving Amphetamine-type Stimulants drug classification using chaotic-based time-varying binary whale optimization algorithm
Mohd Yusof, N., Muda, A. K., Pratama, S. F., Carbo-Dorca, R. & Abraham, A., 15 Oct 2022, In: Chemometrics and Intelligent Laboratory Systems. 229, 104635.Research output: Contribution to journal › Article › peer-review
12 Citations (Scopus) -
Improved swarm intelligence algorithms with time-varying modified Sigmoid transfer function for Amphetamine-type stimulants drug classification
Mohd Yusof, N., Muda, A. K., Pratama, S. F., Carbo-Dorca, R. & Abraham, A., 15 Jul 2022, In: Chemometrics and Intelligent Laboratory Systems. 226, 104574.Research output: Contribution to journal › Article › peer-review
16 Citations (Scopus) -
Amphetamine-type stimulants (ATS) drug classification using shallow one-dimensional convolutional neural network
Mohd Yusof, N., Muda, A. K., Pratama, S. F. & Carbo-Dorca, R., Jun 2022, In: Molecular diversity. 26, 3, p. 1609-1619 11 p.Research output: Contribution to journal › Article › peer-review
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Swarm Intelligence-based Hierarchical Clustering for Identification of ncRNA using Covariance Search Model
Pratiwi, L., Choo, Y. H., Muda, A. K. & Pratama, S. F., 2022, In: International Journal of Advanced Computer Science and Applications. 13, 11, p. 822-831 10 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
2021
Swarm Intelligence-Based Feature Selection for Amphetamine-Type Stimulants (ATS) Drug 3D Molecular Structure Classification
Yusof, N. M., Muda, A. K. & Pratama, S. F., 2021, In: Applied Artificial Intelligence. 35, 12, p. 914-932 19 p.Research output: Contribution to journal › Article › peer-review
11 Citations (Scopus) -
2018
Arbitrarily substantial number representation for complex number
Pratama, S. F., Muda, A. K. & Choo, Y. H., 2018, In: Journal of Telecommunication, Electronic and Computer Engineering (JTEC). 10, 1-7, p. 23-26 4 p.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
Preparation of translated, scaled, and rotated ATS Drugs 3D molecular structure for the validation of 3D moment invariants-based molecular descriptors
Pratama, S. F., Muda, A. K., Choo, Y. H., Carbó-Dorca, R. & Abraham, A., 2018, In: International Journal of Computer Information Systems and Industrial Management Applications. 10, p. 57-67 11 p.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
2017
ATS drugs molecular structure representation using refined 3D geometric moment invariants
Pratama, S. F., Muda, A. K., Choo, Y. H., Flusser, J. & Abraham, A., 1 Nov 2017, In: Journal of Mathematical Chemistry. 55, 10, p. 1951-1963 13 p.Research output: Contribution to journal › Article › peer-review
5 Citations (Scopus) -
Representing ATS drugs molecular structure using 3D orthogonal Fourier-Mellin moments
Pratama, S. F., Muda, N. A. & Salim, F., 2017, In: International Journal of Computer Information Systems and Industrial Management Applications. 9, p. 135-144 10 p.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus)