Mamoona Humayun

7.5k total citations · 3 hit papers
168 papers, 3.5k citations indexed

About

Mamoona Humayun is a scholar working on Information Systems, Computer Networks and Communications and Artificial Intelligence. According to data from OpenAlex, Mamoona Humayun has authored 168 papers receiving a total of 3.5k indexed citations (citations by other indexed papers that have themselves been cited), including 68 papers in Information Systems, 64 papers in Computer Networks and Communications and 40 papers in Artificial Intelligence. Recurrent topics in Mamoona Humayun's work include IoT and Edge/Fog Computing (30 papers), Network Security and Intrusion Detection (26 papers) and Blockchain Technology Applications and Security (20 papers). Mamoona Humayun is often cited by papers focused on IoT and Edge/Fog Computing (30 papers), Network Security and Intrusion Detection (26 papers) and Blockchain Technology Applications and Security (20 papers). Mamoona Humayun collaborates with scholars based in Saudi Arabia, Pakistan and Malaysia. Mamoona Humayun's co-authors include N. Z. Jhanjhi, Walaa Gouda, Maram Fahaad Almufareh, Farzeen Ashfaq, Ghadah Naif Alwakid, Najm Us Sama, Ahmed Alsayat, Humaira Ashraf, Bader Aldughayfiq and Saleh Naif Almuayqil and has published in prestigious journals such as SHILAP Revista de lepidopterología, PLoS ONE and Scientific Reports.

In The Last Decade

Mamoona Humayun

149 papers receiving 3.3k citations

Hit Papers

3 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.

Detection of Skin Cancer Based on Skin Lesion Images Using Deep Learning

2022 172 citations Walaa Gouda, Najm Us Sama et al. Healthcare profile →
Explainable AI for Retinoblastoma Diagnosis: Interpreting Deep Learning Models with LIME and SHAP

2023 94 citations N. Z. Jhanjhi, Mamoona Humayun et al. profile →
Automated Brain Tumor Segmentation and Classification in MRI Using YOLO-Based Deep Learning

2024 51 citations Maram Fahaad Almufareh, Mamoona Humayun et al. IEEE Access profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Mamoona Humayun Saudi Arabia	33	1.1k	1000	958	423	370	168	3.5k
Sweta Bhattacharya India	30	1.2k 1.0×	844 0.8×	1.4k 1.5×	323 0.8×	669 1.8×	61	4.3k
Kamran Shaukat Pakistan	33	773 0.7×	644 0.6×	1.3k 1.4×	570 1.3×	200 0.5×	74	3.2k
Sami Azam Australia	31	591 0.5×	710 0.7×	1.5k 1.5×	314 0.7×	721 1.9×	158	3.6k
Manoj Kumar India	31	834 0.7×	625 0.6×	726 0.8×	281 0.7×	167 0.5×	236	3.0k
Farman Ali South Korea	36	673 0.6×	618 0.6×	1.4k 1.5×	237 0.6×	444 1.2×	150	4.3k
Suhuai Luo Australia	40	705 0.6×	701 0.7×	1.8k 1.8×	672 1.6×	656 1.8×	172	5.1k
Asif Ali Laghari Pakistan	34	1.5k 1.3×	1.2k 1.2×	838 0.9×	302 0.7×	103 0.3×	171	4.0k
Taher M. Ghazal Malaysia	37	873 0.8×	1.0k 1.0×	1.5k 1.5×	187 0.4×	443 1.2×	155	4.5k
M. A. Alsalem Malaysia	38	710 0.6×	709 0.7×	682 0.7×	197 0.5×	354 1.0×	46	3.1k
Sagheer Abbas Pakistan	40	991 0.9×	1.0k 1.0×	1.4k 1.5×	205 0.5×	435 1.2×	150	4.6k

Countries citing papers authored by Mamoona Humayun

Since Specialization

Citations

This map shows the geographic impact of Mamoona Humayun'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 Mamoona Humayun with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Mamoona Humayun more than expected).

Fields of papers citing papers by Mamoona Humayun

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Mamoona Humayun. 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 Mamoona Humayun. The network helps show where Mamoona Humayun may publish in the future.

Co-authorship network of co-authors of Mamoona Humayun

This figure shows the co-authorship network connecting the top 25 collaborators of Mamoona Humayun. A scholar is included among the top collaborators of Mamoona Humayun 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 Mamoona Humayun. Mamoona Humayun is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

Alwakid, Ghadah Naif, et al.. (2025). Optimized machine learning framework for cardiovascular disease diagnosis: a novel ethical perspective. BMC Cardiovascular Disorders. 25(1). 123–123. 5 indexed citations

Almufareh, Maram Fahaad, et al.. (2025). Attention-Based Approach for Arabic Sign Language Recognition, Supporting Differently Abled Persons. SHILAP Revista de lepidopterología. 4(4). 1 indexed citations

Alsirhani, Amjad, et al.. (2025). Intrusion detection in smart grids using artificial intelligence-based ensemble modelling. Cluster Computing. 28(4). 4 indexed citations

Tariq, Noshina, et al.. (2025). Securing the Road Ahead: A Survey on Internet of Vehicles Security Powered by a Conceptual Blockchain‐Based Intrusion Detection System for Smart Cities. Transactions on Emerging Telecommunications Technologies. 36(4). 3 indexed citations

Haseeb, Khalid, et al.. (2025). AI-embedded IoT healthcare optimization with trust-aware mobile edge computing. Scientific Reports. 16(1). 10–10.

Almufareh, Maram Fahaad, Sumaira Kausar, Mamoona Humayun, & Samabia Tehsin. (2024). A Conceptual Model for Inclusive Technology: Advancing Disability Inclusion through Artificial Intelligence. SHILAP Revista de lepidopterología. 3(1). 49 indexed citations

Humayun, Mamoona, et al.. (2024). Transformative synergy: SSEHCET—bridging mobile edge computing and AI for enhanced eHealth security and efficiency. Journal of Cloud Computing Advances Systems and Applications. 13(1). 16 indexed citations

Humayun, Mamoona, et al.. (2024). Securing the Internet of Things in Artificial Intelligence Era: A Comprehensive Survey. IEEE Access. 12. 25469–25490. 30 indexed citations

Hafeez, Yaser, et al.. (2024). Towards Improving the Quality of Requirement and Testing Process in Agile Software Development: An Empirical Study. Computers, materials & continua/Computers, materials & continua (Print). 80(3). 3761–3784. 1 indexed citations

10.

Humayun, Mamoona, et al.. (2023). Secure Global Software Development: A Practitioners’ Perspective. Applied Sciences. 13(4). 2465–2465. 11 indexed citations

11.

Alwakid, Ghadah Naif, Walaa Gouda, & Mamoona Humayun. (2023). Deep Learning-Based Prediction of Diabetic Retinopathy Using CLAHE and ESRGAN for Enhancement. Healthcare. 11(6). 863–863. 50 indexed citations

12.

Humayun, Mamoona, et al.. (2023). Towards a Secure Technology-Driven Architecture for Smart Health Insurance Systems: An Empirical Study. Healthcare. 11(16). 2257–2257. 7 indexed citations

13.

Humayun, Mamoona, et al.. (2023). Deep Learning Based Sentiment Analysis of COVID-19 Tweets via Resampling and Label Analysis. Computer Systems Science and Engineering. 47(1). 575–591. 7 indexed citations

14.

Gouda, Walaa, et al.. (2022). Detection of Skin Cancer Based on Skin Lesion Images Using Deep Learning. Healthcare. 10(7). 1183–1183. 172 indexed citations breakdown →

15.

Humayun, Mamoona, et al.. (2021). Enhancing Cloud Data Security using Multilevel Encryption Techniques. Turkish Online Journal of Qualitative Inquiry. 12(3). 5140–5154. 5 indexed citations

16.

Ullah, Ata, Muhammad Azeem, Humaira Ashraf, et al.. (2021). Secure Healthcare Data Aggregation and Transmission in IoT—A Survey. IEEE Access. 9. 16849–16865. 113 indexed citations

17.

Humayun, Mamoona. (2021). Industry 4.0 and Cyber Security Issues and Challenges. Turkish Journal of Computer and Mathematics Education (TURCOMAT). 12(10). 2957–2971. 9 indexed citations

18.

Azeem, Muhammad, Ata Ullah, Humaira Ashraf, et al.. (2021). FoG-Oriented Secure and Lightweight Data Aggregation in IoMT. IEEE Access. 9. 111072–111082. 42 indexed citations

19.

Khan, Azeem, N. Z. Jhanjhi, & Mamoona Humayun. (2020). Secure Smart and Remote Multipurpose Attendance Monitoring System. SHILAP Revista de lepidopterología. 7(30). e5–e5. 11 indexed citations

20.

Humayun, Mamoona & Gang Cui. (2012). An Empirical Study on Improving Trust among GSD Teams Using KMR.. Software Engineering and Knowledge Engineering. 131–134. 2 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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