Projects per year
Personal profile
Research interests
Sami Azam is currently a senior lecturer and researcher with the College of Engineering and IT, Charles Darwin University, Australia. His research expertise includes machine learning, artificial intelligence, deep learning, advanced signal processing and image analysis. Applications include the classification, detection and modelling of a bio signals, such as electroencephalogram (EEG), electrocardiogram (ECG), and acceleration plethysmogram (APG) as well as medical image analysis for skin cancer detection, breast cancer detection and early diagnosis of diabetic and cardiovascular disease. He has also applied machine learning and other artificial intelligence techniques to detect and classify a range of cyber security threats.
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2021 Rainmaker Start-up: ARC Industry Transformation Training Centre - Advanced Manufacturing
Krishnan, K., Elumalai, N. K., Thennadil, S., Shanmugam, B., Azam, S. & Yeo, C.
7/10/21 → 8/08/22
Project: Research
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Rainmaker Start-up: Creating a permanent and verifiable digital identity using block chain technology
Shanmugam, B., Azam, S. & Mathur, D.
4/10/19 → 30/11/20
Project: Other
Research output
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A combined framework of interplanetary file system and blockchain to securely manage electronic medical records
Al Mamun, A., Faruk Jahangir, M. U., Azam, S., Kaiser, M. S. & Karim, A., 2021, Proceedings of International Conference on Trends in Computational and Cognitive Engineering - Proceedings of TCCE 2020. Kaiser, M. S., Bandyopadhyay, A., Mahmud, M. & Ray, K. (eds.). Springer Science and Business Media Deutschland GmbH, p. 501-511 11 p. (Advances in Intelligent Systems and Computing; vol. 1309).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper published in Proceedings › peer-review
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A novel framework for integrating social media as cooperative learning tool in higher education’s classrooms
Hamadi, M., El-Den, J., Azam, S. & Sriratanaviriyakul, N. C., Jul 2021, In: Research and Practice in Technology Enhanced Learning. 16, 1, 22 p., 21.Research output: Contribution to journal › Article › peer-review
Open AccessFile7 Downloads (Pure) -
Applying Big Data Analytics in DDos Forensics: Challenges and Opportunities
Sarmento, A. G., Yeo, K. C., Azam, S., Karim, A., Al Mamun, A. & Shanmugam, B., 2021, Advanced Sciences and Technologies for Security Applications. Springer Nature, p. 235-252 18 p. (Advanced Sciences and Technologies for Security Applications).Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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A review of threat modelling approaches for APT-style attacks
Tatam, M. A., Shanmugam, B., Azam, S. & Krishnan, K., Jan 2021, In: Heliyon. 7, 1, p. 1-19 19 p., e059692.Research output: Contribution to journal › Article › peer-review
Open AccessFile38 Downloads (Pure) -
A social media adoption framework as pedagogical instruments in higher education classrooms
Hamadi, M., El-Den, J., Narumon Sriratanaviriyakul, C. & Azam, S., 1 Jan 2021, In: E-Learning and Digital Media. 18, 1, p. 55-85 31 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Downloads (Pure)
Thesis
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Detection of binaural processing in the human brain
Author: Azam, S., 2016Supervisor: De Boer, F. (Supervisor) & Jonkman, M. (Supervisor)
Student thesis: Doctor of Philosophy (PhD) - CDU
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