Mohammed A. Awadallah
Mohammed A. Awadallah is an Associate Professor of artificial intelligence, in the department of computer & information sciences at Al-Aqsa University, Gaza, Palestine. He was a dean of the faculty of computers and information sciences at Al-Aqsa University from July 2018 to November 2021. In addition, he was appointed as an adjunct research associate (ARA) at Artificial Intelligence Research Center (AIRC) at Ajman University, the United Arab Emirates in February 2021. He was listed as one of the top 2% of top-cited scientists in the world according to Stanford University indicator in 2022. The main research interest of Dr. Awadallah is in the area of applied computing where many real-world complex problems are being solved using metaheuristic-based optimization methods. He has published more than 80 research papers in international journals and conferences. Furthermore, he serves as a reviewer and editor for numerous conferences and journals of high repute.
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ORCiD ID: 0000-0002-7815-8946
Scopus Author ID: 6603390660
ResearcherID: F-3103-2017
Research interests
Artificial intelligence, optimization techniques, metaheuristics methods, Feature selection, timetabling, and nurse rostering.
About Me
Bio
I am a Palestinian academic born in Gaza and a distinguished researcher in applied mathematics, obtained a professorship in mathematics and mathematical physics.
Facts
7
Courses taught
16
Publications
7
Scientific Research
| Title | Cited by | Year |
|---|---|---|
| Solving Fuel-Based Unit Commitment Problem Using Improved Binary Bald Eagle Search S Ali, MA Al-Betar, M Nasor, MA Awadallah Journal of Bionic Engineering, 1-25, 2024 | 2024 | |
| Predicting Surface Ozone Levels in Eastern Croatia: Leveraging Recurrent Fuzzy Neural Networks with Grasshopper Optimization Algorithm M Braik, A Sheta, E Kovač-Andrić, H Al-Hiary, S Aljahdali, WH Elashmawi, ... Water, Air, & Soil Pollution 235 (10), 655, 2024 | 2024 | |
| Augmented electric eel foraging optimization algorithm for feature selection with high-dimensional biological and medical diagnosis MA Al-Betar, MS Braik, EA Mohamed, MA Awadallah, M Nasor Neural Computing and Applications, 1-51, 2024 | 2024 | |
| Multi-objective Ant Colony Optimization MA Awadallah, SN Makhadmeh, MA Al-Betar, LM Dalbah, A Al-Redhaei, ... Archives of Computational Methods in Engineering, 1-43, 2024 | 2 | 2024 |
| Boosted Spider Wasp Optimizer for High-dimensional Feature Selection EA Mohamed, MS Braik, MA Al-Betar, MA Awadallah Journal of Bionic Engineering, 1-36, 2024 | 5 | 2024 |
| Improved Dwarf Mongoose Optimization Algorithm for Feature Selection: Application in Software Fault Prediction Datasets AI Hammouri, MA Awadallah, MS Braik, MA Al-Betar, M Beseiso Journal of Bionic Engineering, 1-34, 2024 | 3 | 2024 |
| Adaptive dynamic elite opposition-based Ali Baba and the forty thieves algorithm for high-dimensional feature selection M Braik, MA Awadallah, H Alzoubi, H Al-Hiary, AG Hussien Cluster Computing, 1-37, 2024 | 2 | 2024 |
| Improving multilayer perceptron neural network using two enhanced moth-flame optimizers to forecast iron ore prices IA Doush, B Ahmed, MA Awadallah, MA Al-Betar, NA Alawad Journal of Intelligent Systems 33 (1), 20230068, 2024 | 1 | 2024 |
| Jaya clustering-based algorithm for multiobjective IoV network routing optimization LM Dalbah, MA Al-Betar, MA Awadallah Soft Computing 28 (6), 5639-5665, 2024 | 2024 | |
| Equilibrium optimizer: a comprehensive survey MA Al-Betar, I Abu Doush, SN Makhadmeh, G Al-Naymat, OA Alomari, ... Multimedia Tools and Applications 83 (10), 29617-29666, 2024 | 3 | 2024 |
| Elk herd optimizer: a novel nature-inspired metaheuristic algorithm MA Al-Betar, MA Awadallah, MS Braik, S Makhadmeh, IA Doush Artificial Intelligence Review 57 (3), 48, 2024 | 32 | 2024 |
| Applications of dynamic feature selection based on augmented white shark optimizer for medical diagnosis MS Braik, MA Awadallah, O Dorgham, H Al-Hiary, MA Al-Betar Expert Systems with Applications 257, 124973, 2024 | 1 | 2024 |
| Journal of intelligent systems: Improving multilayer perceptron neural network using two enhanced moth-flame optimizers to forecast iron ore prices IA Doush, B Ahmed, MA Awadallah, MA Al-Betar, NA Alawad de Gruyter, 2024 | 2024 | |
| Sizing optimization of truss structures using hybrid whale optimization algorithm MA Awadallah, LM Dalbah, M Braik, MA Al-Betar, ZAA Alyasseri, ... Handbook of Whale Optimization Algorithm, 309-327, 2024 | 1 | 2024 |
| Hybrid whale optimization algorithm for enhancing K-means clustering technique M Braik, MA Awadallah, MA Al-Betar, ZAA Alyasseri, A Sheta, S Mirjalili Handbook of Whale Optimization Algorithm, 387-409, 2024 | 2024 | |
| Recent advances of whale optimization algorithm, its versions and applications ZAA Alyasseri, NS Ali, MA Al-Betar, SN Makhadmeh, N Jamil, ... Handbook of Whale Optimization Algorithm, 9-31, 2024 | 5 | 2024 |
| Improved versions of snake optimizer for feature selection in medical diagnosis: a real case COVID-19 MS Braik, AI Hammouri, MA Awadallah, MA Al-Betar, OA Alzubi Soft Computing 27 (23), 17833-17865, 2023 | 12 | 2023 |
| A hybrid capuchin search algorithm with gradient search algorithm for economic dispatch problem M Braik, MA Awadallah, MA Al-Betar, AI Hammouri Soft Computing 27 (22), 16809-16841, 2023 | 5 | 2023 |
| Cognitively enhanced versions of capuchin search algorithm for feature selection in medical diagnosis: A COVID-19 case study M Braik, MA Awadallah, MA Al-Betar, AI Hammouri, OA Alzubi Cognitive Computation 15 (6), 1884-1921, 2023 | 18 | 2023 |
| Face Plastic Surgery Recognition Model Based on Neural Network and Meta-Learning Model. RR Atallah, AS Al-Shamayleh, MA Awadallah JUCS: Journal of Universal Computer Science 29 (10), 2023 | 2023 |