Projects per year
Personal profile
Research interests
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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Collaborations and top research areas from the last five years
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RIG-2024-068 [Al Marzouqi] - Efficient Very Large Hypercomplex Models in On-Orbit Remote Sensing
Al Marzouqi, H. (PI) & Liatsis, P. (CoI)
Project: Research
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RC1-C2PS: KU Research Center on Cyber-Physical System ( C2PS)
Mizouni, R. (CoI), Yeun, C. (CoI), Werghi, N. (CoI), Elfadel, I. (CoI), Svetinovic, D. (CoI), Liatsis, P. (CoI), Otrok, H. (CoI), Damiani, E. (PI), Al Marzouqi, H. (CoI), Gebrehiwot, B. T. (CoI), Sanduleanu, M. (CoI), Henschel, A. (CoI), Zemerly, M. (CoI), Sofotasios, P. (CoI), Shoufan, A. (CoI), Alazzam, A. (CoI), Rezeq, M. (CoI), Saleh, H. (CoI) & Al Qutayri, M. (CoI)
30/06/18 → 30/06/23
Project: Research
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FSU-2018-10: Alzheimer disease diagnosis using deep learning techniques and texture analysis
Al Marzouqi, H. (PI) & Liatsis, P. (CoI)
31/03/18 → 30/03/20
Project: Research
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A Deep Quantum Convolutional Neural Network Based Facial Expression Recognition For Mental Health Analysis
Hossain, S., Umer, S., Rout, R. K. & Marzouqi, H. A., 2024, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 32, p. 1556-1565 10 p.Research output: Contribution to journal › Article › peer-review
Open Access6 Scopus citations -
A Novel Transformer Network with Shifted Window Cross-Attention for Spatiotemporal Weather Forecasting
Bojesomo, A., Almarzouqi, H. & Liatsis, P., 2024, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 17, p. 45-55 11 p.Research output: Contribution to journal › Article › peer-review
Open Access9 Scopus citations -
A Machine Learning Approach for Detecting Unauthorized Drone Operators
Ahmad, A., Alameri, S., Ibrahim, Y. & Marzouqi, H. A., 2023, 2023 Advances in Science and Engineering Technology International Conferences, ASET 2023. Institute of Electrical and Electronics Engineers Inc., (2023 Advances in Science and Engineering Technology International Conferences, ASET 2023).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Scopus citations -
Marine Debris Segmentation Using a Parameter Efficient Octonion-Based Architecture
Bojesomo, A., Liatsis, P. & Almarzouqi, H., 2023, In: IEEE Geoscience and Remote Sensing Letters. 20, 8501105.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
Semantic Labeling of High-Resolution Images Using EfficientUNets and Transformers
Almarzouqi, H. & Saad Saoud, L., 2023, In: IEEE Transactions on Geoscience and Remote Sensing. 61, 4402913.Research output: Contribution to journal › Article › peer-review
Open Access15 Scopus citations