Mohammed El-Abd

76 papers A 2B 20C 8Journal 19Unranked 25
YearRankTypeTitle / Venue / Authors
2026 J jnl
Revolutionizing breast cancer diagnosis: A computer-aided diagnosis framework with Vision Transformers for multistage histopathology-based classification.
Eng. Appl. Artif. Intell.
Hossam Magdy Balaha, Yousry M. AbdulAzeem, Mansourah Aljohani, Mohammed El-Abd, Mahmoud Badawy, Mostafa A. Elhosseini
2025 J jnl
Smart Buildings Energy Consumption Forecasting using Adaptive Evolutionary Ensemble Learning Models.
CoRR
Mehdi Neshat, Menasha Thilakaratne, Mohammed El-Abd, Seyedali Mirjalili, Amir H. Gandomi, John Boland
2024 — conf
A Novel Two-Level Clustering-Based Differential Evolution Algorithm for Training Neural Networks.
EvoApplications@EvoStar
Seyed Jalaleddin Mousavirad, Diego Oliva, Gerald Schaefer, Mahshid Helali Moghadam, Mohammed El-Abd
2024 J jnl
Improved Adaptive Backoff Algorithm for Optimal Channel Utilization in Large-Scale IEEE 802.15.4-Based Wireless Body Area Networks.
Future Internet
Mounib Khanafer, Mouhcine Guennoun, Mohammed El-Abd, Hussein T. Mouftah
2024 — conf
Roads: Road Assistance for Driver Safety.
GCAIoT
Mounib Khanafer, Farah Khalil, Kinda Waleed, Reem Hamed, Aya Rezk, Mohammed El-Abd
2024 J jnl
Spark-based cooperative coevolution for large scale global optimization.
Clust. Comput.
Ali Kelkawi, Imtiaz Ahmad, Mohammed El-Abd
2023 — conf
Centroid-Based Differential Evolution with Composite Trial Vector Generation Strategies for Neural Network Training.
EvoApplications@EvoStar
Sahar Rahmani, Seyed Jalaleddin Mousavirad, Mohammed El-Abd, Gerald Schaefer, Diego Oliva
2023 J jnl
GPU-based cooperative coevolution for large-scale global optimization.
Neural Comput. Appl.
Ali Kelkawi, Mohammed El-Abd, Imtiaz Ahmad
2023 B conf
Pipeline Leak Identification Emergency Robot Swarm (PLIERS).
SECON
Ayman Kandil, Ali Darwiche, Reem Qasem, Fatima Matook, Ahmad Younis, Habib Badran, Maryam Bin-Jassem, Ossama Ahmed, Ali Behiry, Mohammed El-Abd, Mounib Khanafer
2023 J jnl
Segmentation of thermographies from electronic systems by using the global-best brain storm optimization algorithm.
Multim. Tools Appl.
Diego Oliva, Noé Ortega-Sánchez, Mario A. Navarro, Alfonso Ramos-Michel, Mohammed El-Abd, Seyed Jalaleddin Mousavirad, Mohammad H. Nadimi-Shahraki
2023 J jnl
The effect of different stopping criteria on multi-objective optimization algorithms.
Neural Comput. Appl.
Iyad Abu Doush, Mohammed El-Abd, Abdelaziz I. Hammouri, Mohammad Qasem Bataineh
2022 B conf
A Comparative Analysis for a Novel Hybrid Methodology using Neutrosophic theory with MCDM for Manufacture Selection.
FUZZ-IEEE
Nada A. Nabeeh, Ahmed Abdel-Monem, Mai Mohamed, Karam M. Sallam, Mohamed Abdel-Basset, Mohammed El-Abd, Ali Wagdy Mohamed
2022 B conf
A Neutrosophic Evaluation Model for Blockchain Technology in Supply Chain Management.
FUZZ-IEEE
Nada A. Nabeeh, Mai Mohamed, Ahmed Abdel-Monem, Mohamed Abdel-Basset, Karam M. Sallam, Mohammed El-Abd, Ali Wagdy Mohamed
2022 J jnl
A Review on Swarm Intelligence and Evolutionary Algorithms for Solving the Traffic Signal Control Problem.
IEEE Trans. Intell. Transp. Syst.
Palwasha W. Shaikh, Mohammed El-Abd, Mounib Khanafer, Kaizhou Gao
2022 B conf
IMODEII: an Improved IMODE algorithm based on the Reinforcement Learning.
CEC
Karam M. Sallam, Mohamed Abdel-Basset, Mohammed El-Abd, Ali Wagdy Mohamed
2022 J jnl
Island neighboring heuristics harmony search algorithm for flow shop scheduling with blocking.
Swarm Evol. Comput.
Iyad Abu Doush, Mohammed Azmi Al-Betar, Mohammed A. Awadallah, Zaid Abdi Alkareem Alyasseri, Sharif Naser Makhadmeh, Mohammed El-Abd
2020 J jnl
An analytical framework for high-speed hardware particle swarm optimization.
Microprocess. Microsystems
Issam W. Damaj, Mohammed El-Shafei, Mohammed El-Abd, Mehmet Emin Aydin
2020 J jnl
Guest Editorial Special Issue on Project-Based, Senior Design, and Capstone Courses in Engineering Education.
IEEE Trans. Educ.
Issam W. Damaj, Mohammed El-Abd, Ashley Ater-Kranov, Jennifer DeBoer
2020 — conf
Island-based Modified Harmony Search Algorithm with Neighboring Heuristics Methods for Flow Shop Scheduling with Blocking.
SSCI
Iyad Abu Doush, Mohammed Azmi Al-Betar, Mohammed A. Awadallah, Abdelaziz I. Hammouri, Mohammed El-Abd
2020 B conf
Overall Optimization of Smart City by Multi-population Global-best Brain Storm Optimization using Cooperative Coevolution.
CEC
Miao Zheng, Yoshikazu Fukuyama, Mohammed El-Abd, Tatsuya Iizaka, Tetsuro Matsui
2020 J jnl
Parallel hardware implementation of the brain storm optimization algorithm using FPGAs.
Microprocess. Microsystems
Ahmed Hassanein, Mohammed El-Abd, Issam W. Damaj, Haseeb Ur Rehman
2020 — conf
Parameters Identification of Photovoltaic Cell and Module Using LSHADE.
ICACI
Mohammed El-Abd, Kunjie Yu, Shilei Ge
2020 C conf
Stimulating Research Projects Through Teaching a Course on the Internet of Things.
EDUCON
Mounib Khanafer, Mohammed El-Abd
2020 C conf
V-LAB - The Virtual Electric Machines Laboratory.
EDUCON
Batool Hasan, Yara Al-Quorashy, Shahad Al-Mousa, Yousef Al-Sahhaf, Mohammed El-Abd
2019 — conf
Cooperative Co-evolutionary Metaheuristics for Solving Large-Scale TSP Art Project.
SSCI
Junfeng Chen, Yuhao Wang, Xingsi Xue, Shi Cheng, Mohammed El-Abd
2019 — ch.
Enhancing the Local Search Ability of the Brain Storm Optimization Algorithm by Covariance Matrix Adaptation.
Brain Storm Optimization Algorithms
Seham Elsayed, Mohammed El-Abd, Karam M. Sallam
2019 B conf
Gaussian Bare-Bones Brain Storm Optimization Algorithm.
CEC
Mohammed El-Abd
2019 C conf
Guidelines for Teaching an Introductory Course on the Internet of Things.
EDUCON
Mounib Khanafer, Mohammed El-Abd
2019 — conf
Improved Moth-Flame Optimization Based on Opposition-Based Learning for Feature Selection.
SSCI
Mohamed E. Abd Elaziz, Songfeng Lu, Diego Oliva, Mohammed El-Abd
2019 B conf
Improving SHADE with Center-based Mutation for Large-scale Optimization.
CEC
Hanan Hiba, Mohammed El-Abd, Shahryar Rahnamayan
2019 B conf
Total Optimization of Energy Networks in Smart City by Cooperative Coevolution using Global-best Brain Storm Optimization.
CEC
Mayuko Sato, Yoshikazu Fukuyama, Mohammed El-Abd, Tatsuya Iizaka, Tetsuro Matsui
2018 C conf
Balancing low-level vs. high-level programming knowledge in an undergraduate microprocessors course.
EDUCON
Mohammed El-Abd
2017 J jnl
A Review of Embedded Systems Education in the Arduino Age: Lessons Learned and Future Directions.
Int. J. Eng. Pedagog.
Mohammed El-Abd
2017 — conf
A cherry-tomato harvesting robot.
ICAR
Fatemah Taqi, Fatima Al-Langawi, Heba Abdulraheem, Mohammed El-Abd
2017 — conf
A cooperative co-evolutionary LSHADE algorithm for large-scale global optimization.
SSCI
Marwa Sharawi, Mohammed El-Abd
2017 J jnl
Global-best brain storm optimization algorithm.
Swarm Evol. Comput.
Mohammed El-Abd
2017 C conf
Medical Drones System for Amusement Parks.
AICCSA
Ahmed Bitar, Aliaa Jamal, Hesham Sultan, Nour Alkandari, Mohammed El-Abd
2017 J jnl
Preparation of Engineering Students for Capstone Design Experience through a Microprocessors Course.
Int. J. Eng. Pedagog.
Mohammed El-Abd
2017 C conf
RoadEye - The Intelligent Transportation System.
AICCSA
Mennatallah Ibrahim, Mark Riad, Mohammed El-Abd
2017 — conf
Semi-autonomous indoor firefighting UAV.
ICAR
Abeer Imdoukh, Ahmed Shaker, Aya Al-Toukhy, Darin Kablaoui, Mohammed El-Abd
2016 B conf
Brain storm optimization algorithm with re-initialized ideas and adaptive step size.
CEC
Mohammed El-Abd
2016 B conf
Cooperative co-evolution using LSHADE with restarts for the CEC15 benchmarks.
CEC
Mohammed El-Abd
2016 — conf
Cooperative coevolution using the Brain Storm Optimization Algorithm.
SSCI
Mohammed El-Abd
2016 C conf
How course projects can successfully prepare engineering students for capstone design projects.
EDUCON
Mohammed El-Abd
2015 C conf
A unified approach for assessing capstone design projects and student outcomes in computer engineering programs.
EDUCON
Jibran Yousafzai, Issam W. Damaj, Mohammed El-Abd
2015 — conf
An autonomous firefighting robot.
ICAR
Ahmed Hassanein, Mohanad Elhawary, Nour Jaber, Mohammed El-Abd
2015 B conf
Hybrid cooperative co-evolution for the CEC15 benchmarks.
CEC
Mohammed El-Abd
2015 — conf
Implementation of an emergency vehicle to traffic lights communication system.
NTMS
Nasser Al-Ostath, Fatma Selityn, Zainab Al-Roudhan, Mohammed El-Abd
2015 — conf
iPlant: The greenhouse robot.
CCECE
Bashayer Al-Beeshi, Bashayer Al-Mesbah, Sara Al-Dosari, Mohammed El-Abd
2014 — conf
"Be safe" smart system.
CCECE
Dana A. L. Matter, Maryam A. L. Omar, Jarrah H. Jarrah, Mohammed El-Abd
2014 — conf
Hybrid cooperative co-evolution for large scale optimization.
SIS
Mohammed El-Abd
2014 — conf
Implementing a population-based harmony search algorithm on graphic processing units.
CCECE
Khaled Al-Ajmi, Mohammed El-Abd
2013 J jnl
An improved global-best harmony search algorithm.
Appl. Math. Comput.
Mohammed El-Abd
2013 B conf
Local best Artificial Bee Colony algorithm with dynamic sub-populations.
IEEE Congress on Evolutionary Computation
Mohammed El-Abd
2013 B conf
Testing a Particle Swarm Optimization and Artificial Bee Colony Hybrid algorithm on the CEC13 benchmarks.
IEEE Congress on Evolutionary Computation
Mohammed El-Abd
2012 B conf
Generalized opposition-based artificial bee colony algorithm.
IEEE Congress on Evolutionary Computation
Mohammed El-Abd
2012 B conf
Particle Swarm Optimization with Adaptive Bounds.
IEEE Congress on Evolutionary Computation
Mohammed El-Abd, Mohamed S. Kamel
2012 J jnl
Performance assessment of foraging algorithms vs. evolutionary algorithms.
Inf. Sci.
Mohammed El-Abd
2011 — conf
A hybrid ABC-SPSO algorithm for continuous function optimization.
SWIS
Mohammed El-Abd
2011 A conf
Opposition-based artificial bee colony algorithm.
GECCO
Mohammed El-Abd
2010 B conf
A cooperative approach to The Artificial Bee Colony algorithm.
IEEE Congress on Evolutionary Computation
Mohammed El-Abd
2010 J jnl
A cooperative particle swarm optimizer with migration of heterogeneous probabilistic models.
Swarm Intell.
Mohammed El-Abd, Mohamed S. Kamel
2010 — conf
Black-box optimization benchmarking for noiseless function testbed using artificial bee colony algorithm.
GECCO (Companion)
Mohammed El-Abd
2010 J jnl
Discrete cooperative particle swarm optimization for FPGA placement.
Appl. Soft Comput.
Mohammed El-Abd, Hassan Hassan, Mohab Anis, Mohamed S. Kamel, Mohamed I. Elmasry
2009 — conf
Black-box optimization benchmarking for noiseless function testbed using PSO_bounds.
GECCO (Companion)
Mohammed El-Abd, Mohamed S. Kamel
2009 — conf
Black-box optimization benchmarking for noiseless function testbed using an EDA and PSO hybrid.
GECCO (Companion)
Mohammed El-Abd, Mohamed S. Kamel
2009 — conf
Black-box optimization benchmarking for noiseless function testbed using particle swarm optimization.
GECCO (Companion)
Mohammed El-Abd, Mohamed S. Kamel
2009 B conf
Discrete and continuous particle swarm optimization for FPGA placement.
IEEE Congress on Evolutionary Computation
Mohammed El-Abd, Hassan Hassan, Mohamed S. Kamel
2009 — ch.
PSO_Bounds: A New Hybridization Technique of PSO and EDAs.
Foundations of Computational Intelligence (3)
Mohammed El-Abd, Mohamed S. Kamel
2009 B conf
Preventing premature convergence in a PSO and EDA hybrid.
IEEE Congress on Evolutionary Computation
Mohammed El-Abd
2007 B conf
Particle swarm optimization with varying bounds.
IEEE Congress on Evolutionary Computation
Mohammed El-Abd, Mohamed S. Kamel
2006 B conf
On The Convergence of Information Exchange Methods in Multiple Cooperating Swarms.
IEEE Congress on Evolutionary Computation
Mohammed El-Abd, Mohamed S. Kamel
2005 — conf
A Taxonomy of Cooperative Search Algorithms.
Hybrid Metaheuristics
Mohammed El-Abd, Mohamed Kamel
2005 A conf
Factors governing the behavior of multiple cooperating swarms.
GECCO
Mohammed El-Abd, Mohamed Kamel
2005 — conf
Information exchange in multiple cooperating swarms.
SIS
Mohammed El-Abd, Mohamed Kamel
2005 — conf
Multiple Cooperating Swarms for Non-Linear Function Optimization.
WSTST
Mohammed El-Abd, Mohamed Kamel