Last Updated on 30..07.2026
Ph.D (Electrical, Electronic & System Engineering),
Universiti Kebangsaan Malaysia (UKM).
M.Sc. (Computational Mathematics & CAGD),
Universiti Sains Malaysia (USM).
B.App.Sc. (Computational Mathematics & CAGD),
Universiti Sains Malaysia (USM).
Tel : +604 5996028
Fax : +604 5996909
Email : Alamat emel ini dilindungi dari Spambot. Anda perlu hidupkan JavaScript untuk melihatnya.
Researcher Identifiers
Researcher ID : AAA-7188-2020
ORCID : 0000-0002-4392-2895
Scopus Author ID : 22433855400
Google Scholar ID : ThC27OgAAAAJ
USM Expertise Link : https://experts.usm.my/cvitae/dzati
Last Updated on 19.06.2023
- Computational Intelligence (Blind Source Separation, Sparse Representation, I Vector, Fuzzy Logic)
- Biometrics (Voice, Heartbeat (ECG), Lip-Reading, Palm-Print, Palm-Vein, Bioacoustics Sound)
- Intelligent System (Stroke Detection, Heartbeat Biometrics, Neural Machine Translation)
Last Updated on 03.02.2020
- Abdullah Khan, Dzati Athiar Ramli, Muhammad Zubair Rehman, Nazri Mohd Nawi. A hybrid approach: Meta-Heuristic with optimizing machine learning algorithms for intrusion detection systems. Cluster Computing 29, 572 (2026). https://doi.org/10.1007/s10586-026-06382-5. (Impact Factor: 5.5)
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Abdullah Khan, Maria Ali, Dzati Athiar Ramli, AI-driven hybrid metaheuristic neural network approaches for medical diagnostics, Systems and Soft Computing, Volume 8, 2026, 200471, ISSN 2772-9419, https://doi.org/10.1016/j.sasc.2026.200471. (Impact Factor: 3.6)
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Maria Ali, Abdullah Khan, Dzati Athiar Ramli, et al. A hybrid bio-inspired neural model based on Ropalidia Marginata behavior for multi-disease classification. Scientific Reports 15, 42004 (2025). https://doi.org/10.1038/s41598-025-26030-z.
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A. Khan, D. A. Ramli, S. M. Z. R. Gillani, J. I. Bangash and M. N. Atta, "Enhancing Smart Outdoor Object Navigation for the Visually Impaired via YOLOv10 With Neighbor Coordinates and C2FCIB Attention Mechanism," in IEEE Access, vol. 13, pp. 172748-172775, 2025, doi: 10.1109/ACCESS.2025.3612482 (Impact Factor: 3.6)
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Dzati Athiar Ramli and Nor Salwani Ibrahim, "Diagonal Factorization Subspace in I-Vector Extraction for Fast Computation and Memory Efficiency: A Case Study on Frog Sound Identification," in IEEE Access, vol. 13, pp. 151016-151032, 2025, doi: 10.1109/ACCESS.2025.3602437. (Impact Factor: 3.6)
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Li Yangyang, Dzati Athiar Ramli, 2024. Fractional synchrosqueezing transform for enhanced multicomponent signal separation. Scientific Reports 14, 18082 (2024). https://doi.org/10.1038/s41598-024-68216-x (Impact Factor: 3.9)
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Mohd Anas Rafi. M., Dzati Athiar Ramli, & Jafri Malim Abdullah, (2024). Bayesian Optimisation Active-Learning Semi-Supervised Classification for an Automatic Microembolus-Detection System. In: Lim, CP., Vaidya, A., Jain, N., Mahorkar, U., Jain, L.C. (eds) Advances in Intelligent Disease Diagnosis and Treatment. Intelligent Systems Reference Library, vol 259. Springer, Cham. Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-65640-8_3
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Li Yangyang, Dzati Athiar Ramli, 2023. Advances in Time-Frequency Analysis for Blind Source Separation: Challenges, Contributions, and Emerging Trends. IEEE Access, vol. 11, pp. 137450-137474. https://doi.org/10.1109/ACCESS.2023.3338024 (Impact Factor: 3.9)
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Norsalina Hassan, Dzati Athiar Ramli, 2023. Sparse Component Analysis (SCA) Based on Adaptive Time—Frequency Thresholding for Underdetermined Blind Source Separation (UBSS). Sensors 2023, 23, 2060. https://doi.org/10.3390/s23042060 (Impact Factor: 3.847)
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Li Yangyang, Dzati Athiar Ramli, 2023. Research on Mixed Matrix Estimation Algorithm Based on Improved Sparse Representation Model in Underdetermined Blind Source Separation System. Electronics 2023, 12, 456. https://doi.org/10.3390/electronics12020456 (Impact Factor: 2.690)
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Norsalina Hassan, Dzati Athiar Ramli, 2023. Underdetermined Blind Source Separation of Bioacoustic Signals. Pertanika Journal of Science & Technology 2023, 31 (5): 2257 - 2272 (2023). DOI: https://doi.org/10.47836/pjst.31.5.08
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Chee Kai Jye, Dzati Athiar Ramli. Electrocardiogram Biometrics Using Transformer’s Self-Attention Mechanism for Sequence Pair Feature Extractor and Flexible Enrolment Scope Identification. Sensors 2022, 22, 3446. https://doi.org/10.3390/s22093446 (Impact Factor: 3.576)
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Muhammad Imran, Hafeez Anwar, Muhammad Tufail, Abdullah Khan, Murad Khan, Dzati Athiar Bt Ramli, 2022, Image-Based Automatic Energy Meter Reading Using Deep Learning, Computers, Materials & Continua, 74(1):, 203-216 (Impact Factor : 3.000)
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AN Uwaechia, DA Ramli, 2021. A Comprehensive Survey on ECG signals as New Biometric Modality for Human Authentication: Recent Advances and Future Challenges, IEEE Access, vol 9, 97761-97802, ISSN 2169-3536. doi: http://dx.doi.org/10.1109/ACCESS.2021.3095248 (Impact Factor: 3.367)
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I Uddin, DA Ramli, A Khan, JI Bangash, N Fayyaz, M Kundi, 2021. Benchmark Pashto Handwritten Character Dataset and Pashto Object Character Recognition (OCR) Using Deep Neural Network with Rule Activation Function, Complexity 2021. Hindawi-Wiley. https://doi.org/10.1155/2021/6669672 (Impact Factor : 2.833)
Last Updated on 30..07.2026
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Formulation of Sparse Synchro-Sqeezing Fractional Fourier Transform (Sparse FrSST) based Blind Source Separation for Non-Invasive Fetal Electrocardiogram (FECG) Monitoring
RM119,700.00
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Fundamental Research Grant Scheme, FRGS
(main researcher)
|
1 Ogos 2024
|
31 Julai 2027
On-going
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Formulation of New Scheme Identity Vector Algorithm for Fast and Memory-Efficient ECG Biometric System. RM95,000.00
|
Fundamental Research Grant Scheme, FRGS
(main researcher)
|
1 Nov 2020
|
30 April 2024
Completed
|
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Formulation of new features and rotation invariant through the local binary pattern for trait finger-based biometrics. RM102,000.00,
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Fundamental Research Grant Scheme, FRGS
(co-researcher)
|
7 Sept 2021
|
6 Sept 2024
Completed
|
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Higher-order finite element method to compute electromechanical interactions in a piezoelectric energy harvester, RM77,425.00
|
Fundamental Research Grant Scheme, FRGS
(co-researcher)
|
7 Sept 2021
|
6 Sept 2024
Completed
|
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Automated Detection of Emboli Signal for Stroke Diagnosis System using Weakly Supervised Classification with Active Learning. RM77,000.00
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Research University
(main researcher)
|
1 Jun 2018
|
1 March 2022
Completed
|
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Formulation of new features and rotation invariant through the local binary pattern for trait finger-based biometric. RM102,000.00
|
Fundamental Research Grant Scheme, FRGS
(co-researcher)
|
7 Sept 2021
|
6 Sept 2023
Completed
|
|
Higher-order finite element method to compute electromechanical interactions in a piezoelectric energy harvester. RM77,425.00
|
Fundamental Research Grant Scheme, FRGS
(co-researcher)
|
7 Sept 2021
|
6 Sept 2023
Completed
|
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Formulation of a New Edge Detection Algorithm for Digital Retinal Fundus Images by Modeling the Excitatory and Inhibitory Neurons Interactions in Visual Cortex. RM97,100.00
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Fundamental Research Grant Scheme, FRGS
(co-researcher)
|
1 Sept 2019
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30 Nov 2022
Completed
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Formulation of Imaging Algorithms for Computer aided Diagnosis and Detection of Retinal Neovascularization in Proliferative diabetic Retinopathy Patient. RM103,900.00
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Fundamental Research Grant Scheme, FRGS
(co-researcher)
|
1 Sept 2019
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30 Nov 2022
Completed
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Computer Vision based for Simultaneous Attendance taking for Large Lecture Hall. RM78,700.00.
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Research University
(co-researcher)
|
1 May 2018
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1 Mac 2022
Completed
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Wireless Information and Power Transfer for the Energy-Constrained Amplify-and-Forward Relaying Communication System Over Imperfect Channel Conditions. RM67,000.00
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Research University
(co-researcher)
|
1 May 2018
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1 Mac 2022
Completed
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Development of Identity Recognition System from Sketch Images for Intelligent Video Surveillance Security. RM92,500.00
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Research University
(co-researcher)
|
1 Sept 2018
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31 Nov 2021(extended)
Completed
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Smart Aquaculture Quality Monitoring (AQM) System With Internet of Things (IoT). USD 74,876.00
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ASEAN IVO International Grant
(co-researcher)
|
1 Jun 2018
|
31 May 2020
Completed
|
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Embolic Signal Identification with Novel Sonographics Feature and Fusion Algorithm for Automated Embolization Detection. RM128,000.00
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Fundamental Research Grant Scheme, FRGS
(main researcher)
|
1 Dec 2013
|
31 May 2017
Completed
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Development of Touch-Less Palm Print Biometric Authentication System to Smart Phone using Android Operating System. RM136,235.00
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Research University
(main researcher)
|
15 July 2012
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14 Oct 2015
Completed
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An Intelligent Qualitative Fusion Modelling for Multibiometric Speaker Authentication System. RM75,000.00
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Research University
(main researcher)
|
1 Aug 2010
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31 July 2013
Completed
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Automated Identification of Frog Species Based on Sound Signal. RM36,786.00
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Short Term
(main researcher)
|
1 Dec 2011
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28 Feb 2014
Completed
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Development of Intelligent System for Classiifying Quality of Water Body. RM70,000.00
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Short Term
(main researcher)
|
Oct 2005
|
Sept 2007
Completed
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Formulation of New Face Texture Algorithm with Kernel Based Classifiers for Personal Identification from Surveillance Camera in Uncontrolled Environment. RM88,000.00
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Fundamental Research Grant Scheme, FRGS
(co researcher)
|
1 July 2014
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31 Dec 2017
Completed
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Formulation of novel cascaded algorithm for pedestrians detection based-on visible and infrared signals for driver assistance systems. RM101,250.00
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Fundamental Research Grant Scheme, FRGS
(co researcher)
|
1 July 2014
|
31 Dec 2016
Completed
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Development of Face Recognition System from Sketch Images. RM242,806.40
|
Research University
(co researcher)
|
1 Dec 2013
|
31 May 2017
Completed
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Monitoring Hajj Crowd: Adaptive Crowd Control with Cognitive Embedded System (ACCESS)
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LRGS
(co researcher)
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July 2012
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July 2016
Completed
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Digital Image Thumbnail to Represent Images with Poor Quality. RM147,835.00
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Research University
(co researcher)
|
15 July 2012
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14 July 2015
Completed
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Last Updated on 30..07.2026
