Projects per year
Personal profile
Biography
Dr Fermi graduated and earned his PhD from Universiti Sains Malaysia in 2010. He then continued working as a research fellow at the same university for the next 5 years working on several multidisciplinary research projects with community engagement activities. Before that, while pursuing his PhD, he spent 4 years working as a Senior Software Engineer and Architect in the software industry. He is currently with Monash University, Malaysia, as a Senior Lecturer attached to the School of Information Technology.
Dr. Fermi is a passionate software developer and researcher. He has received various awards recognizing the software solutions and the research projects that he was involved with both as member as well as team lead. Presently, his research interests cover computational neuroimaging, intelligent network security traffic analysis, and digital health with an emphasis on big data.
Those interested to pursue PhD in the areas mentioned above should approach him. Scholarship may be available.
Research interests
- Evolving systems and machine intelligence
- Neocortex memory modelling
- Intelligent Next Generation Network Monitoring System & Security (Computer Network)
- Medical image analysis and communication platform
- Healthcare data analytics and Radiology IT
- Neuroimaging
Monash teaching commitment
As Lecturer
- FIT1008/FIT2085 – Introduction to Computer Science
- FIT9123 – Introduction to Business Information Systems
- FIT5152 - User interface design and usability
As Chief Examiner
- FIT3175 - Usability
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):
Education/Academic qualification
Brain inspired Computing, PhD, Universiti Sains Malaysia (University of Science Malaysia)
Award Date: 1 Mar 2010
Computer Science, MSc, Universiti Sains Malaysia (University of Science Malaysia)
Award Date: 1 Aug 2006
Software Engineering, BCompSc (Hons), Universiti Sains Malaysia (University of Science Malaysia)
Award Date: 1 Aug 2003
Research area keywords
- Evolving systems and machine intelligence
- Neocortex memory modelling
- Intelligent Next Generation
- Network Monitoring System & Security (Computer Network)
- Medical image analysis and communication platform
- Healthcare data analytics and Radiology IT
- Neuroimaging
Collaborations and top research areas from the last five years
Projects
- 2 Finished
-
Estimation of Vegetation Manning's Roughness Coefficients using Convolutional Neural Network (CNN) for Enhanced Flood Modelling
Mohd Zahidi, I. (Primary Chief Investigator (PCI)), Chee Pin, T. (Chief Investigator (CI)), Ab Ghani, A. (Chief Investigator (CI)), Yusuf, B. (Chief Investigator (CI)) & Fermi Pasha, M. (Chief Investigator (CI))
1/09/19 → 30/11/22
Project: Research
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A novel predictive model for early diagnosis of Alzheimer's Disease and related Dementias among Malaysians using Artificial Intelligence techniques.
Fermi Pasha, M. & Singh, I.
1/12/14 → 30/11/17
Project: Research
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A dual stream spatio-temporal deep network for micro-expression recognition using upper facial features
Matharaarachchi, N. & Fermi Pasha, M., Jan 2025, In: Neural Computing and Applications. 37, 3, p. 1271-1287 17 p.Research output: Contribution to journal › Article › Research › peer-review
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A Social Support-Enabled Mobile Health (mHealth) Application for Adolescent Depressive Symptomatology: Is it Usable and Feasible?
Gilani, S. M., Pasha, M. F., Thanzami, V. & Delir Haghighi, P., 2024, Proceedings of the AHFE International Conference on Human Factors in Design, Engineering, and Computing (AHFE 2024 Hawaii Edition). Ahram, T. & Karwowski, W. (eds.). New York USA : AHFE Conference, Vol. 159. p. 1329–1340 12 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research
Open AccessFile -
SDN-based detection and mitigation of DDoS attacks on smart homes
Garba, U. H., Toosi, A. N., Pasha, M. F. & Khan, S., 1 May 2024, In: Computer Communications. 221, p. 29-41 13 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access22 Citations (Scopus) -
A framework for automatic clustering of EHR messages using a spatial clustering approach
Ayaz, M., Pasha, M. F., Le, T. Y., Alahmadi, T. J., Abdullah, N. N. B. & Alhababi, Z. A., 28 Jan 2023, In: Healthcare. 11, 3, 27 p., 390.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile6 Citations (Scopus) -
A novel homomorphic encryption and consortium blockchain-based hybrid deep learning model for industrial internet of medical things
Ali, A., Pasha, M. F., Guerrieri, A., Guzzo, A., Sun, X., Saeed, A., Hussain, A. & Fortino, G., 1 Sept 2023, In: IEEE Transactions on Network Science and Engineering. 10, 5, p. 2402-2418 17 p.Research output: Contribution to journal › Article › Research › peer-review
30 Citations (Scopus)