Research output per year
Research output per year
Personal profile
Research interests
Meta-heuristics, Evolutionary Computation, Swarm Intelligence, Cooperative Algorithms, Continuous Optimization, Large-scale Optimization, Real-world Applications, Internet-of-Things (IoT), Smart Cities, Robotics, and Engineering Education.
Education/Academic qualification
Coop & Adpt Algorithms, Doctor of Philosophy, University of Waterloo
Award Date: 15 Dec 2008
Computer Science, Master of Science, Ain Shams University
Award Date: 31 Dec 2003
Computer Science, Bachelor of Science, Ain Shams University
Award Date: 1 May 1998
External positions
Associate Editor
2023 → …
Program Evaluator
2022 → …
Associate Editor
2016 → …
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Collaborations and top research areas from the last five years
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An automated metaheuristic-optimized approach for diagnosing and classifying brain tumors based on a convolutional neural network
Aljohani, M., Bahgat, W. M., Balaha, H. M., AbdulAzeem, Y., El-Abd, M., Badawy, M. & Elhosseini, M. A., Sep 2024, In: Results in Engineering. 23, 102459.Research output: Contribution to journal › Article › peer-review
Open Access32 Scopus citations -
A Novel Two-Level Clustering-Based Differential Evolution Algorithm for Training Neural Networks
Mousavirad, S. J., Oliva, D., Schaefer, G., Moghadam, M. H. & El-Abd, M., 21 Mar 2024, Applications of Evolutionary Computation - 27th European Conference, EvoApplications 2024, Held as Part of EvoStar 2024, Proceedings. Smith, S., Correia, J. & Cintrano, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 259-272 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14634 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
6 Scopus citations -
Improved Adaptive Backoff Algorithm for Optimal Channel Utilization in Large-Scale IEEE 802.15.4-Based Wireless Body Area Networks
Khanafer, M., Guennoun, M., El-Abd, M. & Mouftah, H. T., 29 Aug 2024, In: Future Internet. 16, 9, p. 313 24 p., 313.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
MPPT algorithm based on metaheuristic techniques (PSO & GA) dedicated to improve wind energy water pumping system performance
Bouchakour, A., Zarour, L., Bessous, N., Bechouat, M., Borni, A., Zaghba, L., Rabehi, A., Alwabli, A., El-Abd, M. & Ghoneim, S. S. M., 2 Aug 2024, In: Scientific Reports. 14, 1, p. 17891 17891.Research output: Contribution to journal › Article › peer-review
Open Access15 Scopus citations -
Shape and sizing optimisation of space truss structures using a new cooperative coevolutionary-based algorithm
Etaati, B., Neshat, M., Dehkordi, A. A., Pargoo, N. S., El-Abd, M., Sadollah, A. & Gandomi, A. H., Mar 2024, In: Results in Engineering. 21, 21 p., 101859.Research output: Contribution to journal › Article › peer-review
Open Access12 Scopus citations
Activities
- 1 Other