Research output per year
Research output per year
Personal profile
External positions
Postdoctoral research fellow in Complex Engineering Systems, Commonwealth Scientific & Industrial Research Organisation
22 Aug 2016 → …
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Dive into the research topics where Ayham Zaitouny is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Reservoir computing approaches to unsupervised concept drift detection in dynamical systems
Thorne, B. J., Corrêa, D. C., Zaitouny, A., Small, M. & Jüngling, T., Feb 2025, In: Chaos. 35, 2, 15 p., 023136.Research output: Contribution to journal › Article › peer-review
Open Access3 Link opens in a new tab Citations (Scopus) -
Immune checkpoint therapy responders display early clonal expansion of tumor infiltrating lymphocytes
Kidman, J., Zemek, R. M., Sidhom, J. W., Correa, D., Principe, N., Sheikh, F., Fear, V. S., Forbes, C. A., Chopra, A., Boon, L., Zaitouny, A., de Jong, E., Holt, R. A., Jones, M., Millward, M. J., Lassmann, T., Forrest, A. R. R., Nowak, A. K., Watson, M. & Lake, R. A. & 2 others, , 26 Apr 2024, In: OncoImmunology. 13, 1, 14 p., 2345859.Research output: Contribution to journal › Article › peer-review
Open Access5 Link opens in a new tab Citations (Scopus) -
Detecting criticality in complex univariate time-series: A case study of the US housing market crisis and other markets
Harre, M. S. & Zaitouny, A., Jan 2023, In: Expert Systems with Applications. 211, 26 p., 118437.Research output: Contribution to journal › Article › peer-review
4 Link opens in a new tab Citations (Web of Science) -
A Novel Approach to Time Series Complexity via Reservoir Computing
Thorne, B., Jüngling, T., Small, M., Corrêa, D. & Zaitouny, A., 2022, AI 2022: Advances in Artificial Intelligence - 35th Australasian Joint Conference, AI 2022, Proceedings. Aziz, H., Corrêa, D. & French, T. (eds.). Springer Science + Business Media, p. 442-455 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13728 LNAI).Research output: Chapter in Book/Conference paper › Conference paper › peer-review
3 Link opens in a new tab Citations (Scopus) -
Multiple Sensors Data Integration for Traffic Incident Detection Using the Quadrant Scan
Zaitouny, A., Fragkou, A. D., Stemler, T., Walker, D. M., Sun, Y., Karakasidis, T., Nathanail, E. & Small, M., 1 Apr 2022, In: Sensors. 22, 8, 2933.Research output: Contribution to journal › Article › peer-review
Open Access9 Link opens in a new tab Citations (Scopus)
Projects
- 2 Finished
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From flocking birds to swarming immune cells: Integrating mathematics and biology to understand a successful response to cancer immunotherapy
Chee, J. (Investigator 01), Zaitouny, A. (Investigator 02), de Jong, E. (Investigator 03) & Correa, D. (Investigator 04)
1/01/19 → 30/06/20
Project: Research
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Navigating tipping points in complex dynamical systems
Small, M. (Investigator 01), Lesterhuis, W. (Investigator 02), Bosco, A. (Investigator 03) & Zaitouny, A. (Investigator 04)
ARC Australian Research Council
1/01/18 → 31/12/21
Project: Research