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Mohammed Sadeq Abdulhameed Al-Rawi. Completed the Doktor (PhD) in Pattern Recognition and Intelligent Systems in 2002/08/01 by Shanghai Jiao Tong University. Published 15 articles in journals. Has 1 section(s) of books and 7 book(s). Works in the area(s) of Exact Sciences with emphasis on Computer and Information Sciences. In his curriculum Ciência Vitae the most frequent terms in the context of scientific, technological and artistic-cultural output are: Computer vision; natural language processing ; data; on; .
Identificação

Identificação pessoal

Nome completo
Mohammed Sadeq Abdulhameed Al-Rawi

Nomes de citação

  • Al-Rawi, Mohammed

Identificadores de autor

Ciência ID
CD18-2554-7284
ORCID iD
0000-0002-0663-2485

Telefones

Telefone
  • 916291823 (Profissional)

Moradas

  • Campus Universitário de Santiago Universidade de Aveiro, 3810-193, Aveiro, Aveiro, Portugal (Profissional)

Websites

Domínios de atuação

  • Ciências Exatas - Ciências da Computação e da Informação

Idiomas

Idioma Conversação Leitura Escrita Compreensão Peer-review
Árabe (Idioma materno)
Inglês (Idioma materno)
Português Utilizador independente (B1) Utilizador independente (B1) Utilizador independente (B1) Utilizador independente (B2) Utilizador independente (B1)
Formação
Grau Classificação
1998/09/01 - 2002/08/01
Concluído
 Pattern Recognition and Intelligent Systems (Doktor (PhD))
Shanghai Jiao Tong University, China
"Illumination Invariant Recognition of Color Texture" (TESE/DISSERTAÇÃO)
Percurso profissional

Ciência

Categoria Profissional
Instituição de acolhimento 		Empregador
2023/09/01 - Atual Pós-doutorado (Investigação) Instituto de Telecomunicações, Portugal
2022/01/01 - 2023/06/30 Investigador Auxiliar (carreira) (Investigação) Universidade de Aveiro Instituto de Engenharia Eletrónica e Informática de Aveiro, Portugal
Universidade de Aveiro Instituto de Engenharia Eletrónica e Informática de Aveiro, Portugal
2018/01/01 - 2019/12/31 Investigador Auxiliar (carreira) (Investigação) Centre de Visio per Computador, Espanha
Universitat Autònoma de Barcelona, Espanha
2015/09/01 - 2017/12/31 Investigador (Investigação) Universidade de Aveiro Departamento de Electrónica Telecomunicações e Informática, Portugal
Universidade de Aveiro, Portugal
2013/10/24 - 2015/07/31 Investigador Auxiliar (carreira) (Investigação) Universidade de Coimbra Instituto de Ciências Nucleares Aplicadas à Saúde, Portugal
Universidade de Coimbra, Portugal
2008/10/22 - 2013/10/20 Investigador Auxiliar (carreira) (Investigação) Universidade de Aveiro Instituto de Engenharia Eletrónica e Informática de Aveiro, Portugal
Universidade de Aveiro, Portugal

Docência no Ensino Superior

Categoria Profissional
Instituição de acolhimento 		Empregador
2002/09/01 - 2008/09/01 Professor Auxiliar (Docente Universitário) King Abdullah the Second of Information Technology , Jordânia
The University of Jordan, Jordânia
Projetos

Bolsa

Designação Financiadores
2023/08/01 - 2025/12/31 6G-XR
101096838
Investigador Pós-doutorado
Horizon Europe Excellent Science
2011/01 - 2014/12 Inhibition Mechanisms In Neuronal Neurofibromatosis Type I: A Translation Model For Understanding Disease Mechanisms
PTDC/SAU-ORG/118380/2010
 Universidade do Algarve Faculdade de Ciências e Tecnologia
2004/01 - 2007/12 Intelligent Robots
HKJO-1209-2005
 Deanshipf of Scientific Research
2004 - 2006 A public key based secure system applied to electronic voting.
DARJK-VB98-2006
 The University of Jordan Deanship of Academic Research
2002/06 - 2005/12 Evolutionary algorithms in medical imaging
DJSR/SCI/158/2002
 IQ Council of Scientific Research
2002/01 - 2004/12 Using pattern recognition techniques to enhance security protocols
SRC-12XZ-2002
 Scientific Reserch Consil

Projeto

Designação Financiadores
2020/01 - 2021/12 AI and recommender systems for fashion
Marie Sklodowska-Curie Grant Agreement No. 801522
 H2020 Marie Sklodowska-Curie Actions
2013/01 - 2015/01 From molecules to man: novel diagnostic imaging tools in neurological and psychiatric disorders
CENTRO-07-ST24-FEDER-00205
 Mais Centro
2008/01 - 2013/12 Brain Imaging
C2007-UA/IEETA/SP/02
 Universidade do Algarve Faculdade de Ciências e Tecnologia
2003 - 2005 Mobile biometrics for private identification
UBVJK-ZY12-2003
 University of Baghdad
Produções

Publicações

Artigo em conferência
  1. Mohammed Al-Rawi. "Sustainable Consumer Electronics: Driving the Green Economy Through Innovation". 2025.
    10.1109/icct-europe63283.2025.11157684
  2. Sanaa Saud Mahdi; Abdel Latif Abu Dalhoum; Mohammed Al-Rawi. "Does Spending on Urban Air Quality Improvement Lead to Cost Efficiency and Health Benefits? A Computational Meta-Analysis Approach". 2025.
    10.1109/icct-europe63283.2025.11157670
  3. Mohammed Al-Rawi; Jonathan Rodriguez. "AI-Based Carbon Footprint Assessment of 6G Networks: A Digital Twin Use Case". 2025.
    10.1109/icct-europe63283.2025.11157683
  4. Mohammed Al-Rawi; Ernest Valveny. "ICCV Workshops - Compact and Efficient Multitask Learning in Vision, Language and Speech". 2019.
  5. Al-Rawi, M.; Valveny, E.. "Compact and efficient multitask learning in vision, language and speech". 2019.
    10.1109/ICCVW.2019.00355
  6. Al-Rawi, M.; Valveny, E.; Karatzas, D.. "Can one deep learning model learn script-independent multilingual word-spotting?". 2019.
    10.1109/ICDAR.2019.00050
  7. Al-Rawi, M.; Bazazian, D.; Valveny, E.. "Can generative adversarial networks teach themselves text segmentation?". 2019.
    10.1109/ICCVW.2019.00416
  8. Al-Rawi, M.; Sebastien, T.; Isasi, A.; Galdran, A.; Rodriguez, J.; Elmgren, F.; Bastos, J.; Pinto, M.. "A novel algorithm for quasi real-time matching of bathymetric data". 2018.
    10.1115/OMAE201878768
  9. Al-Rawi, M.; Elmgren, F.; Frasheri, M.; Curuklu, B.; Yuan, X.; Martinez, J.-F.; Bastos, J.; Rodriguez, J.; Pinto, M.. "Algorithms for the detection of first bottom returns and objects in the water column in sidescan sonar images". 2017.
    10.1109/OCEANSE.2017.8084587
  10. Al-Rawi, M.; Al-Zuqary, Y.; Saghezchi, F.B.; Yang, J.; Bastos, J.; Rodriguez, J.. "Data redundancy may lead to unreliable intrusion detection systems". 2017.
    10.1109/IWCMC.2017.7986573
  11. Saghezchi, F.B.; Mantas, G.; Ribeiro, J.; Al-Rawi, M.; Mumtaz, S.; Rodriguez, J.. "Towards a secure network architecture for smart grids in 5G era". 2017.
    10.1109/IWCMC.2017.7986273
  12. Al-Rawi, M.; Galdran, A.; Elmgren, F.; Rodriguez, J.; Bastos, J.; Pinto, M.. "Landmark detection from sidescan sonar images". 2017.
    10.1109/AEECT.2017.8257760
  13. Galdran, A.; Isasi, A.; Al-Rawi, M.; Rodriguez, J.; Bastos, J.; Elmgren, F.; Pinto, M.. "An efficient non-uniformity correction technique for side-scan sonar imagery". 2017.
    10.1109/OCEANSE.2017.8084577
  14. Al-Rawi, M.; Galdran, A.; Isasi, A.; Elmgren, F.; Carbonara, G.; Falotico, E.; Real-Arce, D.A.; et al. "Cubic spline regression based enhancement of side-scan sonar imagery". 2017.
    10.1109/OCEANSE.2017.8084567
  15. "Intensity Normalization of Sidescan Sonar Imagery". 2016.
    10.1109/IPTA.2016.7820967
  16. Al-Rawi, M.S.; Freitas, A.; Duarte, J.V.; Branco, M.C.. "Permutation distributions of fMRI classification do not behave in accord with central limit theorem". 2014.
    10.1109/PRNI.2014.6858506
  17. Al-Rawi, M.; Simsek, M.; Jäntti, R.. "Utility-based resource allocation in LTE-Advanced heterogeneous networks". 2013.
    10.1109/IWCMC.2013.6583664
  18. Al-Rawi, M.. "A dynamic approach for cell range expansion in interference coordinated LTE-advanced heterogeneous networks". 2012.
    10.1109/ICCS.2012.6406205
  19. Al-Rawi, M.; Huschke, J.; Sedra, M.. "Dynamic protected-subframe density configuration in LTE heterogeneous networks". 2012.
    10.1109/ICCCN.2012.6289196
  20. Al-Rawi, M.S.. "3D (pseudo) Zernike moments: Fast computation via symmetry properties of spherical harmonics and recursive radial polynomials". 2012.
    10.1109/ICIP.2012.6467369
  21. Duarte, J.; Ribeiro, M.; Violante, I.; Cunha, G.; Al-Rawi, M.; Cunha, J.P.; Castelo-Branco, M.. "Multivariate pattern analysis of brain structure: A diagnostic tool for Neurofibromatosis type 1". 2011.
    10.1109/ENBENG.2011.6026061
  22. Al-Rawi, M.; Jäntti, R.. "A dynamic TDD inter-cell interference coordination scheme for Long Term Evolution networks". 2011.
    10.1109/PIMRC.2011.6139772
  23. M. A. Al-Rawi; A. M. Al-Jumaily; A. Lowe. "Computational Fluid Dynamics for Atherosclerosis and Aneurysm Diagnostics". 2010.
    10.1115/imece2010-37596
  24. Al-Rawi, M.; Jäntti, R.. "Uplink inter-cell interference coordination by Nash bargaining for OFDMA networks". 2010.
    10.1109/VETECF.2010.5594184
  25. Al-Rawi, M.; Jäntti, R.; Torsner, J.; Sågfors, M.. "Channel-aware inter-cell interference coordination for the uplink of 3G LTE networks". 2009.
    10.1109/WTS.2009.5068967
  26. Al-Rawi, M.S.; Fernandes, J.M.; Tafula, S.; Cunha, J.P.S.. "Association analysis of biosignals using self organizing maps". 2009.
    10.1007/978-3-642-03882-2-576
  27. Thaer Al-Ibisi; Abd El-Latif Abu-Dalhoum; Mohammed Al-Rawi; Manuel Alfonseca; Alfonso Ortega. "Network intrusion detection using genetic algorithm to find best DNA signature". 2008.
  28. Al-Rawi, M.; Jäntti, R.; Torsner, J.; Sagfors, M.. "On the performance of heuristic opportunistic scheduling in the uplink of 3g lte networks". 2008.
    10.1109/PIMRC.2008.4699442
  29. Al-Taee, M.A.; Al-Rawi, M.S.; Al-Ghawanmeh, F.M.. "Time-frequency analysis of the Arabian flute (Nay) tone applied to automatic music transcription". 2008.
    10.1109/AICCSA.2008.4493636
  30. Al-Rawi, M.; Jäntti, R.; Torsner, J.; Sågfors, M.. "Opportunistic uplilnk scheduling for 3G LTE systems". 2008.
    10.1109/IIT.2007.4430425
  31. Jäntti, R.; Al-Rawi, M.. "On the block-wise feedback of channel adaptive multi-carrier systems". 2007.
    10.1109/VETECS.2007.604
  32. Al-Rawi, M.. "The fast zernike moments". 2007.
  33. Al-Rawi, M.; Dalhoum, A.L.A.; Zagameem, A.; Salah, Y.. "Genetic estimation of affine transformation parameters applied to industrial inspection and magnetic resonance imaging". 2007.
  34. Al-Rawi, M.; Jäntti, R.. "Opportunistic best-effort scheduling for QoS-aware flows". 2006.
    10.1109/PIMRC.2006.254219
  35. Jäntti, R.; Al Rawi, M.. "An admission control scheme for opportunistic scheduling". 2005.
    10.1109/ISWCS.2005.1547708
  36. Mohammed Al-Rawi; Jie Yang. "Using opponent correlation functions to recognize color texture". 2001.
    10.1117/12.441465
Artigo em revista
  1. Rafael Sá; Luís Jorge Gonçalves; Jorge Medina; António Neves; Fernando Marsh; Mohammed Al-Rawi; Daniel Canedo; et al. "Odyssey: A Spatial Data Infrastructure for Archaeology". Journal of Computer Applications in Archaeology (2024): https://doi.org/10.5334/jcaa.115.
    10.5334/jcaa.115
  2. Fernando Menéndez-Marsh; Mohammed Al-Rawi; João Fonte; Rita Dias; Luis Jorge Gonçalves; Luis Gonçalves Seco; João Hipólito; et al. "Geographic Information Systems in Archaeology: A Systematic Review". Journal of Computer Applications in Archaeology (2023): https://doi.org/10.5334/jcaa.104.
    10.5334/jcaa.104
  3. "Permutations of fMRI Classification May Not Be Normally Distributed". Statistical Methods in Medical Research (2017):
    10.1177/0962280215601707
  4. Miguel Castelo-Branco; Bruno Quendera; Mohammed Al-Rawi; Sonia Maria Soares Ferreira. "Novel psychophysical approaches identify impairment of motion, achromatic and chromatic discrimination in early diabetic retinopathy". Investigative Ophthalmology & Visual Science (2014): https://www.lens.org/138-876-153-627-498.
  5. Al-Rawi, Mohammed S.; Silva Cunha, Joao P.. "On using permutation tests to estimate the classification significance of functional magnetic resonance imaging data". Neurocomputing 82 (2012): 224-233.
    10.1016/j.neucom.2011.11.007
  6. Al-Rawi, MS. "Fast computation of pseudo Zernike moments". Journal of Real-Time Image Processing 5 1 (2010): 3-10.
    10.1007/s11554-009-0118-0
  7. Al-Rawi, M.; Jäntti, R.. "Call admission control with active link protection for opportunistic wireless networks". Telecommunication Systems 41 1 (2009): 13-23. http://www.scopus.com/inward/record.url?eid=2-s2.0-67349225010&partnerID=MN8TOARS.
    10.1007/s11235-009-9147-z
  8. Abdel Latif Abu Dalhoum; Mohammed Al-Rawi; Ahmed Al-Sharieh; Ayman M. Najjar; Maen M. Najjar; S. Shayreh. "Remotely controlled intelligent vehicle to handle public places security". WSEAS TRANSACTIONS on SYSTEMS archive (2008): https://www.lens.org/196-485-462-297-782.
  9. Mohammed Al-Rawi; Abdel-Latif Abu-Dalhoum; Yousef Salah; Wesam Almobaideen; Ansar Khoury. "Using genetic algorithms to find new color transformations for JPEG-2000 image compression". WSEAS Transactions on Computers archive (2008): https://www.lens.org/030-153-129-539-994.
  10. Moh'd Belal Al- Zoubi; Mohammad al Rawi. "An Efficient Approach for Computing Silhouette Coefficients". J. of Computer Science 4 3 (2008): 252-255. http://dx.doi.org/10.3844/jcssp.2008.252.255.
    10.3844/jcssp.2008.252.255
  11. Al-Rawi, M. "Fast Zernike moments". Journal of Real-Time Image Processing 3 1-2 (2008): 89-96.
    10.1007/s11554-007-0069-2
  12. Al-Rawi, M.; Yang, J.. "Using Gabor filter for the illumination invariant recognition of color texture". Mathematics and Computers in Simulation 77 5-6 (2008): 550-555. http://www.scopus.com/inward/record.url?eid=2-s2.0-41149121125&partnerID=MN8TOARS.
    10.1016/j.matcom.2007.11.016
  13. Al-Ibaisi, T.; Abu-Dalhoum, A.E.-L.; Al-Rawi, M.; Alfonseca, M.; Ortega, A.. "Network intrusion detection using genetic algorithm to find best DNA signature". WSEAS Transactions on Systems 7 7 (2008): 589-599. http://www.scopus.com/inward/record.url?eid=2-s2.0-54949095083&partnerID=MN8TOARS.
  14. Al-Rawi, M.S.; Abu-Dalhoum, A.-L.; Salah, Y.; Al-Mobaideen, W.; Khoury, A.. "Using genetic algorithms to find new color transformations for JPEG-2000 image compression". WSEAS Transactions on Computers 7 8 (2008): 1189-1198. http://www.scopus.com/inward/record.url?eid=2-s2.0-59249101847&partnerID=MN8TOARS.
  15. Al-Rawi, M.; Qutaishat, M.; Arrar, M.. "An improved matched filter for blood vessel detection of digital retinal images". Computers in Biology and Medicine 37 2 (2007): 262-267. http://www.scopus.com/inward/record.url?eid=2-s2.0-33845430530&partnerID=MN8TOARS.
    10.1016/j.compbiomed.2006.03.003
  16. Al-Rawi, M.; Karajeh, H.. "Genetic algorithm matched filter optimization for automated detection of blood vessels from digital retinal images". Computer Methods and Programs in Biomedicine 87 3 (2007): 248-253. http://www.scopus.com/inward/record.url?eid=2-s2.0-34547679870&partnerID=MN8TOARS.
    10.1016/j.cmpb.2007.05.012
  17. Abu-Dalhoum, A.L.; Al-Rawi, M.S.. "Non-linear data for neural networks training and testing". WSEAS Transactions on Information Science and Applications 3 2 (2006): 410-415. http://www.scopus.com/inward/record.url?eid=2-s2.0-30144442542&partnerID=MN8TOARS.
  18. Yang, J.; Al-Rawi, M.. "Illumination invariant recognition of three-dimensional texture in color images". Journal of Computer Science and Technology 20 3 (2005): 378-388. http://www.scopus.com/inward/record.url?eid=2-s2.0-24044477256&partnerID=MN8TOARS.
    10.1007/s11390-005-0378-5
  19. Al-Rawi, M.. "A neural network to solve the hybrid N-parity: Learning with generalization issues". Neurocomputing 68 1-4 (2005): 273-280. http://www.scopus.com/inward/record.url?eid=2-s2.0-24144442629&partnerID=MN8TOARS.
    10.1016/j.neucom.2005.04.001
  20. Al-Rawi Mohammed; Jie Yang. "Practical fast computation of Zernike moments". J. Comput. Sci. & Technol. 17 2 (2002): 181-188. http://dx.doi.org/10.1007/bf02962210.
    10.1007/bf02962210
Capítulo de livro
  1. Al-Rawi, M.; Beel, J.. "Probabilistic Color Modelling of Clothing Items". 21-40. 2021.
    10.1007/978-3-030-66103-8_2
Livro
  1. Mohammed Al-Rawi; Dimosthenis Karatzas. IAL@PKDD/ECML - On the Labeling Correctness in Computer Vision Datasets.. 2018.
  2. Al-Rawi, M.S.. Numerical stability quality-factor for orthogonal polynomials: Zernike radial polynomials case study. 2013.
    10.1007/978-3-642-39094-4_77
  3. Al-Rawi, M.S.; Cunha, J.P.S.. Using permutation tests to study how the dimensionality, the number of classes, and the number of samples affect classification analysis. 2012.
    10.1007/978-3-642-31295-3_5
  4. Al-Rawi, M.S.; Silva Cunha, J.P.. Functional brain mapping by methods of evolutionary natural selection. 2011.
    10.1007/978-3-642-23678-5_34
  5. Al-Rawi, M.S.; Al-Rawi, K.R.. On the equivalence between ordinary neural networks and higher order neural networks. 2010.
    10.4018/978-1-61520-711-4.ch006
  6. Al-Rawi, M; Jie, Y; Zhang, T; Bhanu, B; Shu, N. Using opponent correlation functions to recognize color texture. 2001.
  7. Al-Rawi, M; Jie, Y; Figueiredo, MAT; Zerubia, J; Jain, AK. Illumination invariant recognition of color texture using correlation and covariance functions. 2001.
  8. Al-Rawi, M.; Jie, Y.. Illumination invariant recognition of color texture using correlation and covariance functions. 2001.
    10.1007/3-540-44745-8_15
Pré-impressão
  1. Mohammed Al-Rawi. "AI-Driven Optimization of Quantum Key Distribution over Optical Networks". 2025. https://doi.org/10.36227/techrxiv.175616722.29010876/v1.
    10.36227/techrxiv.175616722.29010876/v1
  2. Mohammed Al-Rawi. "A Meta-Analysis of Episode Counts in DRL Agent Training for Telecommunications Systems". 2025. https://doi.org/10.36227/techrxiv.174197984.43287555/v1.
    10.36227/techrxiv.174197984.43287555/v1
  3. Mohammed Al-Rawi. "Is it conceivable that neurogenesis, neural Darwinism, and species evolution could all serve as inspiration for the creation of evolutionary deep neural networks?". 2023. https://www.lens.org/196-177-492-471-935.
    10.48550/arxiv.2304.03122
  4. Mohammed Al-Rawi; Joeran Beel. "Towards an Interoperable Data Protocol Aimed at Linking the Fashion Industry with AI Companies". 2020. https://www.lens.org/107-431-595-084-13X.

Outros

Outra produção
  1. Color counting for fashion, art, and design. 2021. Al-Rawi, M.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85118032325&partnerID=MN8TOARS.
  2. Towards an interoperable data protocol aimed at linking the fashion industry with AI companies. 2020. Al-Rawi, M.; Beel, J.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85098407116&partnerID=MN8TOARS.
  3. Permutation distributions for pattern classification in neuroimaging. 2018. Mohammed Al-Rawi; Adelaide Freitas; João V. Duarte; Miguel Castelo Branco. https://www.lens.org/046-663-754-290-363.
  4. Non-Linear Data for Neural Networks Training and Testing. 2005. Abdel Latif Abu-Dalhoum; Mohammed Al-Rawi. https://www.lens.org/141-265-591-279-88X.