Research output per year
Research output per year
Personal profile
Research interests
Artificial intelligence, deep learning, computer vision, metaheuristic algorithms, and optimization
Teaching
• Research Methods for Business Data Science (BMDS7133) - Mar 2026
• Analyzing and Visualizing Data using Power BI (BIT4523) - Mar 2026
• Information Technology Collaboration Project (BIT4226) – Mar 2026
• Data Mining and Knowledge Discovery (BIT3343) - Mar 2026
• Data Mining & Statistical Methods (BMDS7233) - Dec. 2025
• Business Intelligence Systems (BIT4163) - Mar 2026
• Web Development (CBMM2413) - Mar 2026
• Research Methods (BIT3333) - Mar 2026
• Object Oriented Programming (TEB1043) – Jan. 2023, Jan. 2025, May 2025
• Data Science (TFB2063) – May 2024
• Visual Programming (FBT0025) – May 2022, May 2023
• Structured Programming (TFB1013) – Sep. 2023, Jan. 2024, May 2024, Sep. 2024
• Structured Algorithm & Programming (FBT0015) – Sep. 2022
Education/Academic qualification
PhD, Optimized Long Short-Term Memory with an Adaptive Aquila Optimizer for long-term dependency problems, Universiti Teknologi Petronas
Jan 2022 → Jul 2025
Award Date: 30 Jul 2025
Master, Master of Computer Applications, Bangalore University
2015 → 2018
Award Date: 30 Jun 2018
Bachelor, Engineering & IT | Software Engineering
2007 → 2012
External positions
Senior Lecturer, University of Cyberjaya
1 Dec 2025 → 30 May 2026
Research & Teaching Assistant, Universiti Teknologi Petronas
1 Jan 2022 → 30 Jul 2025
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 2 Zero Hunger -
SDG 3 Good Health and Well-being -
SDG 7 Affordable and Clean Energy -
SDG 8 Decent Work and Economic Growth -
SDG 11 Sustainable Cities and Communities
Fingerprint
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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LSTM Inefficiency in Long-Term Dependencies Regression Problems
Al-Selwi, S. M., Hassan, M. F., Abdulkadir, S. J. & Muneer, A., 15 May 2023, In: Journal of Advanced Research in Applied Sciences and Engineering Technology. 30, 3, p. 16-31 16 p.Research output: Contribution to journal › Article › peer-review
Open Access165 Scopus citations -
RNN-LSTM: From applications to modeling techniques and beyond—Systematic review
Al-Selwi, S. M., Hassan, M. F., Abdulkadir, S. J., Muneer, A., Sumiea, E. H., Alqushaibi, A. & Ragab, M. G., Jun 2024, In: Journal of King Saud University - Computer and Information Sciences. 36, 5, 102068.Research output: Contribution to journal › Review article › peer-review
Open Access561 Scopus citations -
Smart grid stability prediction using Adaptive Aquila Optimizer and ensemble stacked BiLSTM
Al-Selwi, S. M., Fadzil Hassan, M., Abdulkadir, S. J., Ragab, M. G., Alqushaibi, A. & Sumiea, E. H., Dec 2024, In: Results in Engineering. 24, 103261.Research output: Contribution to journal › Article › peer-review
Open Access20 Scopus citations -
A frequency-domain decomposition and TCN-GTAF fusion framework for GNSS sequence forecasting
Wei, C., Quan, Z., Su, Y., Pang, H., Wang, L., Shuhidan, S. M., Al-Selwi, S. M. & Hassan, M. F., 15 Apr 2026, In: Information Sciences. 735, 123100.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Explainable deep learning-based lung cancer diagnosis using clinically-guided local interpretable model-agnostic explanations
Hassan, S. U., Abdulkadir, S. J., Alhussian, H. S., Fayyaz, A. M., Al-Selwi, S. M., Khan, U. & Ismail, A. O. A., Dec 2026, In: Scientific Reports. 16, 1, 16741.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations