Google Scholar Profile
Scopus Profile
Book
- Manal Helal, “Introduction to Tensor Computing in Python, from first principles to Deep Learning”, Book published by Amazon Publishing PROS, 2023. ISBN: 9781916626331.
Book Chapters:
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- Sameh, M. A., Helal, M.E., Dimension and Shape Invariant Array Programming: The Implementation and the Application Recent Advances in Simulation, Computational Methods, and Soft Computing, Book, Electrical and Computer Engineering Series, Editor: Nokos Mastorakis, WSEAS Press, 2002
Workshop:
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Manal Helal, Patrick Holthaus, Gabriella Lakatos, Farshid Amirabdollahian, “Chat Failures and Troubles: Reasons and Solutions”, Working with Trouble and Failures in Conversation between humans and Robots (WTF) workshop held alongside the 5th International Conference on Conversational User Interfaces (CUI’ 23), June 19, 2023, Eindhoven, Netherlands, https://arxiv.org/abs/2309.03708
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Evrim Acar Orly Alter Brett Bader Zhaojun Bai Gregory Beylkin Lieven DeLathauwer Inderjit Dhillon Chris Ding Lars Eld ́en Petros Drineas Christos Faloutsos Shmuel Friedland Executive Summary Robert J. Harrison Manal Helal Anthony Kennedy Dongmin Kim Tamara Kolda Julien Langou Lek-Heng Lim Michael Mahoney Carla Martin Martin Mohlenkamp Jason Morton Lenore Mullin Frank Olken Larsson Omberg Haesun Park Robert Plemmons Stefan Ragnarsson Sri Priya Ponnapalli J. Ram Ramanujam James Raynolds Phillip Regalia P. Saday Sadayappan Berkant Savas Charles Van Loan, “Future Directions in Tensor-Based Computation and Modeling” , Prepared by Charles Van Loan (Workshop Organizer) with editorial assistance from Sri Priya Pon- napalli and Stefan Ragnarsson (Workshop Scribes) and financial assistance from Lenore Mullin and Frank Olken (NSF Program Managers). Award number 0908059. The Workshop was held in Arling- ton, Virginia at the National Science Foundation, February 20-21, 2009. , 2009.
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Refereed Journal Articles:
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Moataz Ahmed, Sherif Fadel, Manal Helal, and Abdel Moneim Wahdan, “Arabic Music Genre Identification”, Journal of Advanced Research in Applied Sciences and Engineering Technology, 2023.
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M. E. Helal, M. E. Helal, and P. S. F. Fahmy, ‘Spinal Muscle Atrophy Disease Modelling as Bayesian Network’, J. Phys.: Conf. Ser., vol. 2128, no. 1, p. 012015, Dec. 2021, doi: 10.1088/1742-6596/2128/1/012015.
- Helal, M.E., Kong, F., Chen, S.C.A., Zhou, F., Dwyer, D.E., Potter, J., Sintchenko, V. Linear normalised hash function for clustering gene sequences and identifying reference sequences from multiple sequence alignments, Microbial Informatics and Experimentation, 2(2), January 2012.
- Helal, M.E., Kong, F., Chen, S.C.A., Bain, M., Christen,R., Sintchenko, V. Defining reference sequences for Nocardia species by similarity and clustering analyses of 16S rRNA gene sequence data, PLoS ONE, 6(6), June 2011.
- Helal, M, Sintchenko, V. Dynamic programming algorithms for discovery of antibiotic resistance in microbial genomes. Electronic Journal of Health Informatics 2011;6(1):e10. ISSN: 1446-4381.
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Conference Submissions:
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M. Helal and M. Helal, “Graph-Based Patent Mining for Mechanical Designs,” 2024 14th International Conference on Electrical Engineering (ICEENG), Cairo, Egypt, 2024, pp. 282-287, doi: 10.1109/ICEENG58856.2024.10566338.
- Helal, M., Holthaus, P., Wood, L., Velmurugan, V., Lakatos, G., Moros, S., Amirabdollahian, F.: When the robotic Maths tutor is wrong – can children identify mistakes generated by ChatGPT? In: In Proceedings of The 5th International Conference on Artificial Intelligence, Robotics, and Control, Cairo, Egypt (2024), doi: 10.1109/AIRC61399.2024.10672220.
- M. E. Helal, H. S. Zied, A. K. Mahmoud, M. Helal, A. E. Takieldeen and S. M. Abd-Alhalem, “Digital Twins Approaches and Methods Review,” 2023 International Telecommunications Conference (ITC-Egypt), Alexandria, Egypt, 2023, pp. 330-336, doi: 10.1109/ITC-Egypt58155.2023.10206196.
- Helal, Manal E., and Hussein Hamed Ghouz. 2017. “On Signal Reconstruction Algorithms and Speedup Opportunities.” In Proceedings of the 34th National Radio Scientific Conference (NSRC) Alexandria, Egypt, 13-16 March 2017, pp(186–96). IEEE. doi:10.1109/NRSC.2017.7893503.
- Abdel Azeem, B., Helal, M., 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 2014., Accepted the 25th of October 2014, doi:10.1109/INFOS.2014.7036677.
- Helal, M., Mullin, L., Potter, J., Sintchenko, V. 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, Queensland, Australia, October 2009, doi:10.1109/NPC.2009.43.
- Helal, M., Sintchenko, V. Dynamic programming algorithms for discovery of antibiotic resistance in microbial genomes, In Proceedings of the Health Informatics Conference (HIC-09). Canberra, Australia, August 2009.
- Helal, M., El-Gindy, H., Mullin, L., Gaeta, B. 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 2008. pp. 669-674. ISBN: 978-0-7695-3471- 8. 10.1109/ISPA.2008.93.
- Helal M., El-Gindy, H., Gaeta, G., Sintchenko, V. 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, 2008.
- Helal, M., Mullin, L.M., Gaeta, B., El-Gindy, H. 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, 2007. pp. 120-7.
- Sameh, M. A., Helal, M.E., Dimension and Shape Invariant Programming – The Implementation and the Application, Proceedings of the 3rd WSEAS Symposium on Mathematical Methods and Computational Techniques in Electrical Engineering, Athens, Greece, December 29-31, 2001.
Poster Presentations:
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- Helal, M., Mullin, L., El-Gindy, H., Gaeta, B. Optimal Parallel Solution for Multiple Sequence Alignment Using Mathematics of Arrays. Poster presentation presented at Bioinformatics Australia 2006 “Connecting Australian Bioinformatics” 21-22 November 2006, Sydney Convention and Exhibition Centre, Darling Harbour, Sydney, NSW, November 2006.
- Helal, M., Mullin, L., Gaeta, B., El-Gindy, H. Multiple Sequence Alignment Using Massively Parallel Mathematics of Arrays. Poster presentation presented at BioInfoSummer 2005 – ICE-EM Summer Symposium in Bioinformatics, The Australian National University, Canberra, Australia, November 2005.
- Helal, M., Mullin, L., Gaeta, B., El-Gindy, H. Multiple Sequence Alignment Using Massively Parallel Mathematics of Arrays. Poster presentation presented at the APAC Conference and Exhibition on Advanced Computing, Grid Applications and eResearch , Royal Pines Resort, Gold Coast, Australia, September 2005.
- Sameh, M. A., Helal, M.E., Dimension and Shape Invariant Array Programming: The Implementation and the Application”, Poster in the ISCA 17th Int’l conference on Computer Automation and Their Applications (CATA-2002), April 4-6, 2002, San Francisco, USA
Pre-Print Drafts:
- Manal E. Helal, “Enhancing Deep Learning Models through Tensorization: A Comprehensive Survey and Framework”, 2023, https://arxiv.org/abs/2309.02428
- Manal E. Helal, Mohammed E. Helal, “Patent Mining by Extracting Functional Analysis Information Modelled As Graph Structure: A Patent Knowledge-base Collaborative Building Approach”, 2018, https://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.