Google Scholar Profile
Scopus Profile
Book
Helal, M. (2023) Introduction to Tensor Computing in Python, from first principles to Deep Learning. Amazon Publishing PROS. ISBN: 9781916626331.
Book Chapters
Sameh, M.A. and Helal, M.E. (2002) ‘Dimension and Shape Invariant Array Programming: The Implementation and the Application’, in Mastorakis, N. (ed.) Recent Advances in Simulation, Computational Methods, and Soft Computing. Electrical and Computer Engineering Series. WSEAS Press.
Workshops
Helal, M., Holthaus, P., Lakatos, G. and Amirabdollahian, F. (2023) ‘Chat Failures and Troubles: Reasons and Solutions’, in Working with Trouble and Failures in Conversation between humans and Robots (WTF) workshop at the 5th International Conference on Conversational User Interfaces (CUI’ 23). Eindhoven, Netherlands, 19 June. Available at: http://arxiv.org/abs/2309.03708.
Van Loan, C. (ed.) (2009) ‘Future Directions in Tensor-Based Computation and Modeling’, in NSF Workshop on Future Directions in Tensor-Based Computation and Modeling. Arlington, VA: National Science Foundation, 20-21 February. Award number 0908059.
Refereed Journal Articles
Helal, M., Vidalis, S., Ali, B., Foerster, F. and Chiejina, E., 2026. Comparative Analysis of Machine Learning Models for Predictive Maintenance: Challenges and Opportunities. Journal of Al-Azhar University Engineering Sector, 21(78), pp.128-150.
Helal, M . (2025) “Enhancing Deep Learning Models through Tensorization: A Comprehensive Survey and Framework”, Journal of Advanced Research Design, 142(1), pp. 261–276. Available at: https://akademiabaru.com/submit/index.php/ard/article/view/6773.
Ahmed, M., Fadel, S., Helal, M. and Wahdan, A.M. (2023) ‘Arabic Music Genre Identification’, Journal of Advanced Research in Applied Sciences and Engineering Technology.
Helal, M.E., Helal, M.E. and Fahmy, P.S.F. (2021) ‘Spinal Muscle Atrophy Disease Modelling as Bayesian Network’, Journal of Physics: Conference Series, 2128(1), p. 012015. doi:10.1088/1742-6596/2128/1/012015.
Helal, M.E., Kong, F., Chen, S.C.A., Zhou, F., Dwyer, D.E., Potter, J. and Sintchenko, V. (2012) ‘Linear normalised hash function for clustering gene sequences and identifying reference sequences from multiple sequence alignments’, Microbial Informatics and Experimentation, 2(2). January.
Helal, M.E., Kong, F., Chen, S.C.A., Bain, M., Christen, R. and Sintchenko, V. (2011) ‘Defining reference sequences for Nocardia species by similarity and clustering analyses of 16S rRNA gene sequence data’, PLoS ONE, 6(6). June.
Helal, M. and Sintchenko, V. (2011) ‘Dynamic programming algorithms for discovery of antibiotic resistance in microbial genomes’, Electronic Journal of Health Informatics, 6(1), p. e10. ISSN: 1446-4381.
Conference Submissions
Helal, M. and Khawaja, H. (2025) ‘Tensor Methods Outperform Transformers: A Comprehensive Comparative Analysis of Knowledge Graph Link Prediction Methods’, in Proceedings of the 35th International Conference on Computer Theory and Applications (ICCTA 2025). Alexandria, Egypt, 25-27 November.
Helal, M. and Helal, M. (2024) ‘Graph-Based Patent Mining for Mechanical Designs’, in 2024 14th International Conference on Electrical Engineering (ICEENG). Cairo, Egypt, pp. 282-287. doi:10.1109/ICEENG58856.2024.10566338.
Helal, M., Holthaus, P., Wood, L., Velmurugan, V., Lakatos, G., Moros, S. and Amirabdollahian, F. (2024) ‘When the robotic Maths tutor is wrong – can children identify mistakes generated by ChatGPT?’, in Proceedings of The 5th International Conference on Artificial Intelligence, Robotics, and Control. Cairo, Egypt. doi:10.1109/AIRC61399.2024.10672220.
Helal, M.E., Zied, H.S., Mahmoud, A.K., Helal, M., Takieldeen, A.E. and Abd-Alhalem, S.M. (2023) ‘Digital Twins Approaches and Methods Review’, in *2023 International Telecommunications Conference (ITC-Egypt)*. Alexandria, Egypt, pp. 330-336. doi:10.1109/ITC-Egypt58155.2023.10206196.
Helal, M.E. and Ghouz, H.H. (2017) ‘On Signal Reconstruction Algorithms and Speedup Opportunities’, in Proceedings of the 34th National Radio Scientific Conference (NSRC). Alexandria, Egypt, 13-16 March, pp. 186-196. IEEE. doi:10.1109/NRSC.2017.7893503.
Abdel Azeem, B. and Helal, M. (2014) ‘Performance Evaluation of Checkpoint/Restart Techniques for MPI Applications on Amazon Cloud’, in Proceedings of the 9th INFOS 2014 International Conference on Informatics and Systems. Cairo, Egypt, 15-17 December. doi:10.1109/INFOS.2014.7036677.
Helal, M., Mullin, L., Potter, J. and Sintchenko, V. (2009) ‘Search Space Reduction Technique for Distributed Multiple Sequence Alignment’, in Proceedings of the 6th IFIP International Conference on Network and Parallel Computing (NPC 2009). Gold Coast, QLD, Australia, October. doi:10.1109/NPC.2009.43.
Helal, M. and Sintchenko, V. (2009) ‘Dynamic programming algorithms for discovery of antibiotic resistance in microbial genomes’, in *Proceedings of the Health Informatics Conference (HIC-09)*. Canberra, Australia, August.
Helal, M., El-Gindy, H., Mullin, L. and Gaeta, B. (2008) ‘Parallelizing Optimal Multiple Sequence Alignment by Dynamic Programming’, in *Proceedings of the International Symposium on Advances in Parallel and Distributed Computing Techniques (APDCT-08) held in conjunction with 2008 IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA-08)*. Sydney, Australia, December, pp. 669-674. doi:10.1109/ISPA.2008.93. ISBN: 978-0-7695-3471-8.
Helal, M., El-Gindy, H., Gaeta, G. and Sintchenko, V. (2008) ‘High Performance Multiple Sequence Alignment Algorithms for Comparison of Microbial Genomes’, in *Proceedings of the 19th International Conference on Genome Informatics – GIW 2008*. Gold Coast, Australia.
Helal, M., Mullin, L.M., Gaeta, B. and El-Gindy, H. (2007) ‘Multiple sequence alignment using massively parallel mathematics of arrays’, in *Proceedings of the International Conference on High Performance Computing, Networking and Communication Systems (HPCNCS-07)*. Orlando, FL, USA, pp. 120-127.
Sameh, M.A. and Helal, M.E. (2001) ‘Dimension and Shape Invariant Programming – The Implementation and the Application’, in Proceedings of the 3rd WSEAS Symposium on Mathematical Methods and Computational Techniques in Electrical Engineering. Athens, Greece, 29-31 December.
Poster Presentations
Helal, M., Mullin, L., El-Gindy, H. and Gaeta, B. (2006) ‘Optimal Parallel Solution for Multiple Sequence Alignment Using Mathematics of Arrays’. Poster presented at Bioinformatics Australia 2006. Sydney Convention and Exhibition Centre, Darling Harbour, Sydney, NSW, 21-22 November.
Helal, M., Mullin, L., Gaeta, B. and El-Gindy, H. (2005) ‘Multiple Sequence Alignment Using Massively Parallel Mathematics of Arrays’. Poster presented at *BioInfoSummer 2005 – ICE-EM Summer Symposium in Bioinformatics*. The Australian National University, Canberra, Australia, November.
Helal, M., Mullin, L., Gaeta, B. and El-Gindy, H. (2005) ‘Multiple Sequence Alignment Using Massively Parallel Mathematics of Arrays’. Poster presented at the APAC Conference and Exhibition on Advanced Computing, Grid Applications and eResearch. Royal Pines Resort, Gold Coast, Australia, September.
Sameh, M.A. and Helal, M.E. (2002) ‘Dimension and Shape Invariant Array Programming: The Implementation and the Application’. Poster presented at *the ISCA 17th International Conference on Computer Automation and Their Applications (CATA-2002)*. San Francisco, USA, 4-6 April.
Pre-Print Drafts
Helal, M.E. (2023) ‘Enhancing Deep Learning Models through Tensorization: A Comprehensive Survey and Framework’. Available at: http://arxiv.org/abs/2309.02428.
Helal, M.E. and Helal, M.E. (2018) ‘Patent Mining by Extracting Functional Analysis Information Modelled As Graph Structure: A Patent Knowledge-base Collaborative Building Approach’. Available at: http://arxiv.org/abs/2305.00309.
Thesis:
Helal, M.E., Indexing And Partitioning Schemes For Distributed Tensor Computing With Application To Multiple Sequence Alignment – in fulfilment of the degree of Doctor of Philosophy, University of New South Wales, Computer Science and Engineering School, Faculty of Engineering, August 2009.
Helal, M.E., Dimension and Shape Invariant Programming – The Implementation and the Application- in partial fulfilment of the degree of Masters of Science, American University in Cairo, Computer Science Department, School of Science and Engineering, January 2001.
