Projects per year
Personal profile
Biography
Dr. Brahim Belhaouari Samir is a dynamic and innovative educator and researcher specializing in applied mathematics, optimization, pattern recognition, and prediction techniques. He earned his Ph.D. in Mathematical Sciences with a focus on stochastic processes and applications from the prestigious Federal Polytechnic School of Lausanne (EPFL) in Switzerland, in 2006. Additionally, he holds a Master's degree in Networks and Telecommunications, specializing in signal and image processing, from the National Polytechnic Institute (INP/ENSEEIHT) in France, in 2000. Dr. Belhaouari Samir's extensive academic journey includes roles as an Associate Professor at the College of Science and Engineering, Hamad Bin Khalifa University in Qatar, as well as previous positions at the University of Sharjah, UAE, Radiological Technologies University-VT in Indiana, USA, and INNOPOLIS University in Kazan, Russian Federation. His outstanding contributions have been recognized with numerous awards, including Gold and Silver Medals at international exhibitions. Dr. Belhaouari Samir has led multiple research projects, spanning fields from pure sciences to artificial intelligence, and boasts a publication record of over 300 papers.
He played a pivotal role in establishing INNOPOLIS University in Russia, a collaborative effort with ETH and CMU, showcasing his unwavering dedication to advancing global education initiatives.
Furthermore, he has had the privilege of gaining invaluable experience at esteemed institutions worldwide, including EPFL, and Gamma School in Switzerland, INP in France, UTP in Malaysia, AU in Saudi Arabia, Radiological Technologies University-VT in the USA, as well as Sharjah University in the UAE, and Qatar Foundation in Qatar. This diverse international exposure has greatly enriched his perspective and facilitated collaboration with experts from diverse academic and cultural backgrounds.
Based on my experience at the biggest universities
I have benefited from the outreached and guiding hands of several exceptional Multidisciplinary academicians who invested immeasurable personal and professional resources into my training. It is largely because of these scholars combined with the institutional support afforded me that I am inspired to strive for excellence in all three areas of academia: research, service, and teaching.
Learning how to apply mathematics in different areas of research is mastering our knowledge
- Unsolved mathematical puzzles can be used to tackle issues in the computer sciences.
- Nature inspires us to create novel and sophisticated algorithms
Education/Academic qualification
Mathematics, PhD, Random Walk: Interfaces of the one-dimensional voter models, Ecole Polytechnique Fédérale de Lausanne (EPFL)
1 Sept 2001 → 30 Jun 2006
Award Date: 15 Jun 2006
Networks and Telecommunications, Master, New method of multiple accesses in mobile networks by clock change, and comparison with classical techniques, École nationale supérieure d'électrotechnique, d'électronique, d'informatique, d'hydraulique et des télécommunications
1 Sept 1999 → 1 Jul 2000
Award Date: 1 Jul 2000
Keywords
- QA75 Electronic computers. Computer science
- QA76 Computer software
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Collaborations and top research areas from the last five years
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EX-QNRF-UREP-14: Data Denoising and Resolution Enhancement for Medical Imaging
samir, B. B. (Lead Principal Investigator), Al-Ani, M. (Undergraduate Student) & Haddad, S. (Undergraduate Student)
15/01/25 → 15/01/26
Project: Applied Research
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EX-QNRF-ARG-69: Light and Sound for Improved Artificial Vision
Bermak, A. (Lead Principal Investigator), Wang, B. (Principal Investigator), samir, B. B. (Principal Investigator), Khelif, A. (Principal Investigator), Liu, Y. H. (Principal Investigator), Khelif, A. (Principal Investigator) & Abubakar, A. M. (Post Doctoral Fellow)
1/04/24 → 1/04/27
Project: Applied Research
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EX-QNRF-BSRA-1: The next phase of the High Energy Physics Program in Qatar: The High Luminosity LHC
Al-Qaradawi, P. I. (Principal Investigator), samir, B. B. (Principal Investigator), Bouhali, O. (Lead Principal Investigator) & Malhotra, S. M. S. L. (Post Doctoral Fellow)
1/01/23 → 1/06/26
Project: Basic Research
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HBKU-OVPR-TG-01-9: An Artificial Intelligence Platform for Accelerating Materials Discovery (AIPAM)
El-Mellouhi, F. (Lead Principal Investigator), samir, B. B. (Principal Investigator), Ziaullah, A. W. (Research Assistant), Mohammadi, K. (Graduate Student) & Shakeel, M. B. (Graduate Student)
1/06/21 → 30/11/23
Project: Experimental Development/Translation Research
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Advanced Medical Image Reconstruction Using the Dual Encoder Split Path Autoencoder (DESPAE) Architecture
Mohammadi, K., Hadoune, O. & Brahim Belhaouari, S., 22 Jan 2025, DMIP 2024 - Proceedings of 2024 7th International Conference on Digital Medicine and Image Processing. Association for Computing Machinery, Inc, p. 78-83 6 p. (DMIP 2024 - Proceedings of 2024 7th International Conference on Digital Medicine and Image Processing).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A Multi-Faceted Approach to Trending Topic Attack Detection Using Semantic Similarity and Large-Scale Datasets
Kraidia, I., Ghenai, A. & Belhaouari, S. B., 2025, In: IEEE Access. 13, p. 21005-21028 24 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
DeepRaman: Implementing surface-enhanced Raman scattering together with cutting-edge machine learning for the differentiation and classification of bacterial endotoxins
Belhaouari, S. B., Talbi, A., Elgamal, M., Elmagarmid, K. A., Ghannoum, S., Yang, Y., Zhao, Y., Zughaier, S. M. & Bensmail, H., 28 Feb 2025, In: Heliyon. 11, 4, e42550.Research output: Contribution to journal › Article › peer-review
Open Access -
Efficient self-attention with smart pruning for sustainable large language models
Belhaouari, S. B. & Kraidia, I., 24 Mar 2025, In: Scientific Reports. 15, 1, 25 p., 10171.Research output: Contribution to journal › Article › peer-review
Open Access -
Generalizing the Cross Product to N Dimensions: A Novel Approach for Multidimensional Analysis and Applications
Brahim Belhaouari, S., Kahalan, Y. C., Aksikas, I., Hamdi, A., Belhaouari, I., Haoudi, E. N. & Bensmail, H., Feb 2025, In: Mathematics. 13, 3, 514.Research output: Contribution to journal › Article › peer-review
Open Access