Ghulam Muhammad

23.5k total citations · 10 hit papers
446 papers, 16.4k citations indexed

About

Ghulam Muhammad is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Signal Processing. According to data from OpenAlex, Ghulam Muhammad has authored 446 papers receiving a total of 16.4k indexed citations (citations by other indexed papers that have themselves been cited), including 136 papers in Artificial Intelligence, 121 papers in Computer Vision and Pattern Recognition and 100 papers in Signal Processing. Recurrent topics in Ghulam Muhammad's work include Speech and Audio Processing (67 papers), Speech Recognition and Synthesis (67 papers) and Music and Audio Processing (47 papers). Ghulam Muhammad is often cited by papers focused on Speech and Audio Processing (67 papers), Speech Recognition and Synthesis (67 papers) and Music and Audio Processing (47 papers). Ghulam Muhammad collaborates with scholars based in Saudi Arabia, China and Pakistan. Ghulam Muhammad's co-authors include M. Shamim Hossain, Mansour Alsulaiman, Syed Umar Amin, Hamdi Altaheri, Zulfiqar Ali, Wadood Abdul, M. Shamim Hossain, Muhammad Hussain, George Bebis and Musaed Alhussein and has published in prestigious journals such as SHILAP Revista de lepidopterología, Scientific Reports and Computers in Human Behavior.

In The Last Decade

Ghulam Muhammad

415 papers receiving 15.6k citations

Hit Papers

Cloud-assisted Industrial Internet of Things (IIoT) – Ena... 2016 2026 2019 2022 2016 2019 2021 2018 2022 100 200 300 400 500
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.

  1. Cloud-assisted Industrial Internet of Things (IIoT) – Enabled framework for health monitoring
    2016 538 citations M. Shamim Hossain, Ghulam Muhammad profile →
  2. Deep Learning for EEG motor imagery classification based on multi-layer CNNs feature fusion
    2019 377 citations Mansour Alsulaiman, Ghulam Muhammad et al. profile →
  3. Deep learning techniques for classification of electroencephalogram (EEG) motor imagery (MI) signals: a review
    2021 341 citations Ghulam Muhammad, Mansour Alsulaiman et al. profile →
  4. Emotion recognition using deep learning approach from audio–visual emotional big data
    2018 326 citations M. Shamim Hossain, Ghulam Muhammad Information Fusion profile →
  5. Physics-Informed Attention Temporal Convolutional Network for EEG-Based Motor Imagery Classification
    2022 229 citations Ghulam Muhammad, Mansour Alsulaiman et al. profile →
  6. A comprehensive survey on multimodal medical signals fusion for smart healthcare systems
    2021 191 citations Ghulam Muhammad, Fatima Alshehri et al. Information Fusion profile →
  7. Lightweight and Anonymity-Preserving User Authentication Scheme for IoT-Based Healthcare
    2021 175 citations M. Shamim Hossain, Mohammed F. Alhamid et al. profile →
  8. Federated learning-based AI approaches in smart healthcare: concepts, taxonomies, challenges and open issues
    2022 172 citations Anichur Rahman, Ghulam Muhammad et al. profile →
  9. Multi-level feature fusion for multimodal human activity recognition in Internet of Healthcare Things
    2023 114 citations Md. Milon Islam, Sheikh Nooruddin et al. Information Fusion profile →
  10. QMFND: A quantum multimodal fusion-based fake news detection model for social media
    2023 61 citations Zhiguo Qu, Ghulam Muhammad et al. Information Fusion profile →

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Ghulam Muhammad Saudi Arabia 71 4.6k 3.8k 3.2k 2.3k 2.3k 446 16.4k
Victor Hugo C. de Albuquerque Brazil 70 4.2k 0.9× 4.0k 1.1× 2.5k 0.8× 957 0.4× 1.4k 0.6× 372 15.6k
Robertas Damaševičius Lithuania 65 5.1k 1.1× 3.4k 0.9× 1.7k 0.5× 1.4k 0.6× 1.2k 0.5× 529 14.5k
Bin Hu China 62 2.6k 0.5× 2.1k 0.5× 2.6k 0.8× 883 0.4× 1.2k 0.5× 748 16.6k
M. Shamim Hossain Saudi Arabia 67 4.4k 1.0× 2.3k 0.6× 4.9k 1.6× 1.2k 0.5× 3.6k 1.5× 300 13.7k
Marimuthu Palaniswami Australia 57 4.1k 0.9× 2.8k 0.7× 8.2k 2.6× 1.6k 0.7× 2.7k 1.2× 532 21.2k
Chin‐Teng Lin Taiwan 73 7.7k 1.7× 2.7k 0.7× 1.4k 0.4× 1.7k 0.7× 921 0.4× 791 24.5k
Aboul Ella Hassanien Egypt 69 8.0k 1.7× 3.8k 1.0× 2.4k 0.8× 967 0.4× 1.7k 0.7× 669 19.5k
Saeid Nahavandi Australia 75 6.0k 1.3× 4.2k 1.1× 1.6k 0.5× 799 0.3× 663 0.3× 889 26.1k
Giancarlo Fortino Italy 68 4.2k 0.9× 4.0k 1.1× 7.8k 2.5× 1.1k 0.5× 2.8k 1.2× 560 17.7k
Bernhard Pfahringer New Zealand 33 10.5k 2.3× 2.7k 0.7× 2.4k 0.8× 2.5k 1.1× 3.8k 1.6× 128 18.6k

Countries citing papers authored by Ghulam Muhammad

Since Specialization
Citations

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

Fields of papers citing papers by Ghulam Muhammad

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Ghulam Muhammad

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

All Works

20 of 20 papers shown
1.
Muhammad, Ghulam, Tofigh Allahviranloo, Nawab Hussain, Leo Mršić, & Sovan Samanta. (2025). Fully bipolar fuzzy linear systems: bounded and symmetric solutions in dual form. Journal of Applied Mathematics and Computing. 71(3). 4257–4282.
2.
Rahman, Anichur, et al.. (2025). PriFL-XAI: Hybrid privacy-preserving federated learning models for monkeypox detection through GAN augmentation and explainable AI. Biomedical Signal Processing and Control. 112. 108426–108426. 1 indexed citations
3.
Muhammad, Ghulam, Muhammad Akram, Nawab Hussain, & Tofigh Allahviranloo. (2024). Fuzzy Langevin fractional delay differential equations under granular derivative. Information Sciences. 681. 121250–121250. 3 indexed citations
4.
Sun, Le, et al.. (2024). Soft computing-driven infrared and visible image fusion network for security application service. Applied Soft Computing. 165. 112114–112114. 1 indexed citations
5.
Singamaneni, Kranthi Kumar & Ghulam Muhammad. (2024). A novel integrated quantum-resistant cryptography for secure scientific data exchange in ad hoc networks. Ad Hoc Networks. 164. 103607–103607. 4 indexed citations
6.
Sun, Le, et al.. (2024). Fine-grained vulnerability detection for medical sensor systems. Internet of Things. 28. 101362–101362. 2 indexed citations
7.
Alsulaiman, Mansour, et al.. (2024). Multi‐focal channel attention for medical image segmentation. Expert Systems. 41(9). 1 indexed citations
8.
Muhammad, Ghulam & Muhammad Akram. (2024). Fuzzy fractional generalized Bagley–Torvik equation with fuzzy Caputo gH-differentiability. Engineering Applications of Artificial Intelligence. 133. 108265–108265. 4 indexed citations
9.
Sun, Le, et al.. (2024). FedWFC: Federated learning with weighted fuzzy clustering for handling heterogeneous data in MIoT networks. Alexandria Engineering Journal. 111. 194–202. 2 indexed citations
10.
Qureshi, Tahir Mahmood, Ghulam Muhammad, Muhammad Nadeem, et al.. (2024). Quality and nutrition of cow's milk paneer supplemented with pastes from indigenous date varieties. Future Foods. 10. 100477–100477. 2 indexed citations
11.
Tiwari, Prayag, et al.. (2023). Quantum Fuzzy Neural Network for multimodal sentiment and sarcasm detection. Information Fusion. 103. 102085–102085. 38 indexed citations
12.
Islam, Md. Milon, Sheikh Nooruddin, Fakhri Karray, & Ghulam Muhammad. (2023). Multi-level feature fusion for multimodal human activity recognition in Internet of Healthcare Things. Information Fusion. 94. 17–31. 114 indexed citations breakdown →
13.
Mottakin, M., Vidhya Selvanathan, Mohd Sukor Su’ait, et al.. (2023). Enhancing pseudocapacitive energy storage system performance with electrodeposited CuSx and CoSx biphasic transitional metal sulfide (TMS) based nanostructured electrode on nickel foam. Journal of Physics and Chemistry of Solids. 186. 111795–111795. 18 indexed citations
14.
Qu, Zhiguo, Yang Tang, Ghulam Muhammad, & Prayag Tiwari. (2023). Privacy protection in intelligent vehicle networking: A novel federated learning algorithm based on information fusion. Information Fusion. 98. 101824–101824. 43 indexed citations
15.
Ali, Zulfiqar, et al.. (2023). A multi-prefecture study applying multivariate approaches for predicting and demystifying weather data variations affect COVID-19 spread. Information Systems and e-Business Management. 1 indexed citations
16.
Alshehri, Fatima & Ghulam Muhammad. (2023). A few-shot learning-based ischemic stroke segmentation system using weighted MRI fusion. Image and Vision Computing. 140. 104865–104865. 15 indexed citations
17.
Qiao, Yu, Wenjing Xiao, Sheng Jiang, et al.. (2021). Emotion-aware mobile edge computing system: A case study. Computers & Electrical Engineering. 92. 107120–107120. 4 indexed citations
18.
Muhammad, Ghulam, et al.. (2021). Comparative Assessment of Essential and Toxic Metals in the Blood of Spondyloarthropathy Patients and Healthy Subjects. Biointerface Research in Applied Chemistry. 12(2). 1935–1950. 1 indexed citations
19.
Muhammad, Ghulam, et al.. (2014). Detection and classification of voice pathology using feature selection. 571–577. 9 indexed citations
20.
Muhammad, Ghulam, et al.. (2013). Calculation of Oseen’s Flow Past a Sphere using Indirect Boundary Element Method. SHILAP Revista de lepidopterología.

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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