Mohammed Gamal Ragab

1.3k total citations · 3 hit papers
22 papers, 644 citations indexed

About

Mohammed Gamal Ragab is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Electrical and Electronic Engineering. According to data from OpenAlex, Mohammed Gamal Ragab has authored 22 papers receiving a total of 644 indexed citations (citations by other indexed papers that have themselves been cited), including 13 papers in Artificial Intelligence, 4 papers in Computer Vision and Pattern Recognition and 4 papers in Electrical and Electronic Engineering. Recurrent topics in Mohammed Gamal Ragab's work include Hate Speech and Cyberbullying Detection (3 papers), Reinforcement Learning in Robotics (3 papers) and Stock Market Forecasting Methods (2 papers). Mohammed Gamal Ragab is often cited by papers focused on Hate Speech and Cyberbullying Detection (3 papers), Reinforcement Learning in Robotics (3 papers) and Stock Market Forecasting Methods (2 papers). Mohammed Gamal Ragab collaborates with scholars based in Malaysia, Saudi Arabia and Yemen. Mohammed Gamal Ragab's co-authors include Said Jadid Abdulkadir, Alawi Alqushaibi, Hitham Alhussian, Safwan Mahmood Al-Selwi, Ebrahim Hamid Sumiea, Amgad Muneer, Qasem Al-Tashi, Norshakirah Aziz, Mohd Fadzil Hassan and Helmi Md Rais and has published in prestigious journals such as Construction and Building Materials, IEEE Access and Sustainability.

In The Last Decade

Mohammed Gamal Ragab

18 papers receiving 606 citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

RNN-LSTM: From applications to modeling techniques and beyond—Systematic review

2024 144 citations Safwan Mahmood Al-Selwi, Mohd Fadzil Hassan et al. Journal of King Saud University - Computer and Information Sciences profile →
A Comprehensive Systematic Review of YOLO for Medical Object Detection (2018 to 2023)

2024 95 citations Mohammed Gamal Ragab, Said Jadid Abdulkadir et al. IEEE Access profile →
Deep deterministic policy gradient algorithm: A systematic review

2024 66 citations Ebrahim Hamid Sumiea, Said Jadid Abdulkadir et al. Heliyon profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Mohammed Gamal Ragab Malaysia	11	208	113	92	56	55	22	644
Alawi Alqushaibi Malaysia	12	269 1.3×	126 1.1×	107 1.2×	54 1.0×	72 1.3×	31	730
G. Maragatham India	9	166 0.8×	107 0.9×	77 0.8×	42 0.8×	41 0.7×	39	614
Mohammad Mustafa Taye Jordan	2	179 0.9×	104 0.9×	61 0.7×	49 0.9×	31 0.6×	7	772
Youssef Ghanou Morocco	9	278 1.3×	81 0.7×	62 0.7×	37 0.7×	43 0.8×	21	649
Bhushankumar Nemade India	10	195 0.9×	163 1.4×	58 0.6×	57 1.0×	44 0.8×	27	808
Hassan Ramchoun Morocco	5	208 1.0×	65 0.6×	54 0.6×	33 0.6×	40 0.7×	14	548
Rakesh Katuwal Singapore	9	368 1.8×	162 1.4×	99 1.1×	41 0.7×	42 0.8×	10	590
Giulia DeSalvo United States	6	306 1.5×	114 1.0×	55 0.6×	32 0.6×	33 0.6×	14	598
Xuhong Li China	9	221 1.1×	102 0.9×	44 0.5×	32 0.6×	28 0.5×	36	538
Zhenyun Deng China	8	312 1.5×	139 1.2×	57 0.6×	25 0.4×	34 0.6×	17	707

Countries citing papers authored by Mohammed Gamal Ragab

Since Specialization

Citations

This map shows the geographic impact of Mohammed Gamal Ragab's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Mohammed Gamal Ragab with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Mohammed Gamal Ragab more than expected).

Fields of papers citing papers by Mohammed Gamal Ragab

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Mohammed Gamal Ragab. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Mohammed Gamal Ragab. The network helps show where Mohammed Gamal Ragab may publish in the future.

Co-authorship network of co-authors of Mohammed Gamal Ragab

This figure shows the co-authorship network connecting the top 25 collaborators of Mohammed Gamal Ragab. A scholar is included among the top collaborators of Mohammed Gamal Ragab based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Mohammed Gamal Ragab. Mohammed Gamal Ragab is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Sumiea, Ebrahim Hamid, Said Jadid Abdulkadir, Hitham Alhussian, et al.. (2025). Deep deterministic policy gradient - model-agnostic meta-learning framework: Efficient adaptation in continuous control tasks. Results in Engineering. 26. 105139–105139.

Ahamad, Shahanawaj, et al.. (2025). Enhancing Multi-Class Cyberbullying Classification with Hybrid Feature Extraction and Transformer-Based Models. Computer Modeling in Engineering & Sciences. 143(2). 2109–2131.

Ragab, Mohammed Gamal, Said Jadid Abdulkadir, Taimoor Muzaffar Gondal, et al.. (2025). Periodontitis bone loss detection in panoramic radiographs using modified YOLOv7. PeerJ Computer Science. 11. e3102–e3102.

Nikbakht, Ehsan, et al.. (2024). Predicting the compressive strength of engineered geopolymer composites using automated machine learning. Construction and Building Materials. 442. 137509–137509. 17 indexed citations

Al-Selwi, Safwan Mahmood, Mohd Fadzil Hassan, Said Jadid Abdulkadir, et al.. (2024). Smart grid stability prediction using Adaptive Aquila Optimizer and ensemble stacked BiLSTM. Results in Engineering. 24. 103261–103261. 10 indexed citations

Al-Selwi, Safwan Mahmood, Mohd Fadzil Hassan, Said Jadid Abdulkadir, et al.. (2024). RNN-LSTM: From applications to modeling techniques and beyond—Systematic review. Journal of King Saud University - Computer and Information Sciences. 36(5). 102068–102068. 144 indexed citations breakdown →

Alqushaibi, Alawi, Mohd Hilmi Hasan, Said Jadid Abdulkadir, et al.. (2024). Enhanced Colon Cancer Segmentation and Image Synthesis Through Advanced Generative Adversarial Networks Based-Sine Cosine Algorithm. IEEE Access. 12. 105354–105369. 8 indexed citations

Ragab, Mohammed Gamal, Said Jadid Abdulkadir, Amgad Muneer, et al.. (2024). A Comprehensive Systematic Review of YOLO for Medical Object Detection (2018 to 2023). IEEE Access. 12. 57815–57836. 95 indexed citations breakdown →

Ragab, Mohammed Gamal, Kamaluddeen Usman Danyaro, Said Jadid Abdulkadir, et al.. (2024). Brain Tumor Detection Instance Segmentation Using YOLOv8 in Medical Imaging. 55–58. 1 indexed citations

10.

Sumiea, Ebrahim Hamid, Said Jadid Abdulkadir, Hitham Alhussian, et al.. (2024). Deep deterministic policy gradient algorithm: A systematic review. Heliyon. 10(9). e30697–e30697. 66 indexed citations breakdown →

11.

Sumiea, Ebrahim Hamid, Said Jadid Abdulkadir, Mohammed Gamal Ragab, et al.. (2023). Enhanced Deep Deterministic Policy Gradient Algorithm Using Grey Wolf Optimizer for Continuous Control Tasks. IEEE Access. 11. 139771–139784. 11 indexed citations

12.

Muneer, Amgad, Ayed Alwadain, Mohammed Gamal Ragab, & Alawi Alqushaibi. (2023). Cyberbullying Detection on Social Media Using Stacking Ensemble Learning and Enhanced BERT. Information. 14(8). 467–467. 24 indexed citations

13.

Abdulkadir, Said Jadid, et al.. (2023). Exploration Decay Policy (EDP) to Enhanced Exploration-Exploitation Trade-Off in DDPG for Continuous Action Control Optimization. 19–26. 2 indexed citations

14.

Abdulkadir, Said Jadid, et al.. (2022). Hyperparameter Optimization of Evolving Spiking Neural Network for Time-Series Classification. New Generation Computing. 40(1). 377–397. 6 indexed citations

15.

Alqushaibi, Alawi, Said Jadid Abdulkadir, Helmi Md Rais, et al.. (2021). Enhanced Weight-Optimized Recurrent Neural Networks Based on Sine Cosine Algorithm for Wave Height Prediction. Journal of Marine Science and Engineering. 9(5). 524–524. 22 indexed citations

16.

Ragab, Mohammed Gamal, Said Jadid Abdulkadir, Norshakirah Aziz, et al.. (2021). An Ensemble One Dimensional Convolutional Neural Network with Bayesian Optimization for Environmental Sound Classification. Applied Sciences. 11(10). 4660–4660. 25 indexed citations

17.

Abdulkadir, Said Jadid, et al.. (2021). One-Dimensional Convolutional Neural Network with Adaptive Moment Estimation for Modelling of the Sand Retention Test. Applied Sciences. 11(9). 3802–3802. 8 indexed citations

18.

Ragab, Mohammed Gamal, Said Jadid Abdulkadir, Norshakirah Aziz, et al.. (2020). A Novel One-Dimensional CNN with Exponential Adaptive Gradients for Air Pollution Index Prediction. Sustainability. 12(23). 10090–10090. 69 indexed citations

19.

Al-Tashi, Qasem, Said Jadid Abdulkadir, Helmi Md Rais, et al.. (2020). Binary Multi-Objective Grey Wolf Optimizer for Feature Selection in Classification. IEEE Access. 8. 106247–106263. 108 indexed citations

20.

Ragab, Mohammed Gamal, Said Jadid Abdulkadir, & Norshakirah Aziz. (2020). Random Search One Dimensional CNN for Human Activity Recognition. 86–91. 23 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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