> - Sowelam Sameh M., Ewees Alaa A., Hassanien Alaa E., et al. “A New Efficient Feature Selection Technique Inspired by the Cuckoo Search Algorithm and Mutual Information." IEEE Access 8 (2020): 46256-46284.
- Ahmed Hassanien, Alaa A. Ewees, Sameh M. Sowelam, Mohamed H. Gad. Performance optimization for detecting diabetic retinopathy using modified salp swarm algorithm–support vector machines in fundus images, Swarm and Evolutionary Computation, Volume 71, 2022, Pages 101025, ISSN 2210-6502.
> - Ewees AA, Elkheir AA, Hassanien AE, Sowelam SM. Enhanced chaotic salp swarm algorithm based multilevel thresholding segmentation technique for medical images. Soft Computing. 2021 (June): 1-18.
- Ewees, Alaa A, Sameh M. Sowelam, and Ahmed Hassanien. "Metaheuristic algorithms-based thresholding: A comprehensive review and new insights." Artificial Intelligence Review( 2022): 1-48.
- Abdel-Basset M., Mohamed M., Sangaiah A. K., Hezam I. M., & Sowelam Sameh M. “A Hybrid Enhanced Differential Evolution Algorithm Based on Opposition-Based Learning Mechanism. Computational Intelligence for Engineering & Decision Making”, Computational intelligence in decision engineering series (pp. 39-72)., 2020 IEEE
> - Hassanien AE, Sowelam SM, Hatem N, Fahmy AA, Abuhmed T. Evolutionary-based support vector machine models for breast cancer recognition using gene expression profiling. Int J Intell Syst. 2020 (17) : doi:10.1002/int.22456.
- “A comprehensive review of the recent meta-heuristics-based techniques for parameter estimation and optimal feature selection for support vector machines.” Knowledge-Based Systems 112(000):82-103, Elsevier Ltd
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Books:
>- Computational Intelligence Applications in Biomedical Engineering; Book edited by sameh souelam and published by Elsevier, ISBN Number: 978-0-323-90254-4 (Print book), 978-0-323-90739-6 (eBook), October 2020, Number of Pages xxxvii, 604
>- Feature Selection for Biomedical Big Data: Concepts, Tools, and Computational Implementations (Book edited by Mohamed A. Ismail, Sadiq M. Sait, Sameh M. Sowelam) 1st Edition October 30, 2021.