Dr Riazul Islam | The University of Aberdeen

Dr Riazul Islam

Senior Lecturer

About

Email Address: riazul.islam@abdn.ac.uk
Office Address: 345-B Meston Building
Old Aberdeen Campus
Meston Walk
AB24 3UE
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School/Department: School of Natural and Computing Sciences

Biography

S. M. Riazul Islam is an Associate Professor (Senior Lecturer) of Computing Science at the University of Aberdeen, UK. His prior affiliations were with the University of Huddersfield, Sejong University, Inha University, Samsung R&D Institute, and the University of Dhaka. He has a Ph.D. in Information Engineering. Dr Islam is a Senior Member of the Institute of Electrical and Electronics Engineers (IEEE) and he is also a Fellow of the Higher Education Academy (FHEA). His research interests include Applied Artificial Intelligence (AI), Medical Diagnosis, Digital Health, Inclusive AI, and Internet of Things.

External Memberships

Chair, IEEE VTS UK & Ireland Section
Editor, Nature Scientific Reports
Associate Editor, Elsevier Alexandria Engineering Journal
Senior Member, IEEE Computer Society
Senior Member, IEEE Engineering in Medicine and Biology Society (EMBS)

Latest Publications

Microscopic Image Dataset of Fungal Spores for Computer Vision Applications in Tectona Grandis and Other Taxa
2025 - Published
Islam, S. M., Sazzad, M. S. H., Ahamed, M. F., Ahmed, M., Nayon, S. I., Islam, T., Ayon, S. S., Haider, J., Abdullah-Al-Wadud, M., Islam, S. M. R.
Scientific Data, vol. 12, 2017
Contributions to Journals: Articles
- [ONLINE] DOI: https://doi.org/10.1038/s41597-025-06264-2
- [OPEN ACCESS] http://aura.abdn.ac.uk/bitstreams/7b318f5f-4feb-46cc-a1a3-2e8b3af13e58/download
Securing Blockchain Systems: A Layer-Oriented Survey of Threats, Vulnerability Taxonomy, and Detection Methods
2025 - Published
Islam, M. J., Islam, S., Hossain, M., Noor, S., Islam, S. M. R.
Future Internet, vol. 17, no. 5, 205
Contributions to Journals: Articles
- [ONLINE] DOI: https://doi.org/10.3390/fi17050205
- [OPEN ACCESS] http://aura.abdn.ac.uk/bitstreams/7f23aaff-4d09-4287-bd78-b4c79c7ad5c0/download
Improving Malaria diagnosis through interpretable customized CNNs architectures
2025 - Published
Ahamed, M. F., Nahiduzzaman, M., Mahmud, G., Shafi, F. B., Ayari, M. A., Khandakar, A., Abdullah-Al-Wadud, M., Islam, S. M. R.
Scientific Reports, vol. 15, 6484
Contributions to Journals: Articles
- [ONLINE] DOI: https://doi.org/10.1038/s41598-025-90851-1
- [OPEN ACCESS] http://aura.abdn.ac.uk/bitstreams/07fc1ba1-4527-49f5-94af-2037cb2398d9/download
Streamlining Plant Disease Diagnosis with Convolutional Neural Networks and Edge Devices
2024 - Published
Ahamed, M. F., Salam, A., Nahiduzzaman, M., Abdullah-Al-Wadud, M., Islam, S. M. R.
Neural Computing and Applications, vol. 36, no. 29, pp. 18445-18477
Contributions to Journals: Articles
- [ONLINE] DOI: https://doi.org/10.1007/s00521-024-10152-y
A novel framework for lung cancer classification using lightweight convolutional neural networks and ridge extreme learning machine model with SHapley Additive exPlanations (SHAP)
2024 - Published
Nahiduzzaman, M., Abdulrazak, L. F., Ayari, M. A., Khandakar, A., Islam, S. M. R.
Expert Systems with Applications, vol. 248, 123392
Contributions to Journals: Articles
- [ONLINE] DOI: https://doi.org/10.1016/j.eswa.2024.123392

View My Publications

Research

Research Overview

Applied AI, Medical Diagnosis, Digital Health, Inclusive AI, and Internet of Things

Research Areas

Computing Science

View Research Area

Teaching

Programmes

BSc Computing Science
Undergraduate, 4 year, September start

Courses

Publications

Page 3 of 5 Results 51 to 75 of 118

Multimedia communication over cognitive radio networks from QoS/QoE perspective: A comprehensive survey
2020 - Published
Jalil Piran, M., Pham, Q. V., Islam, S. M., Cho, S., Bae, B., Suh, D. Y., Han, Z.
Journal of Network and Computer Applications, vol. 172, 102759
Contributions to Journals: Review articles
- [ONLINE] DOI: https://doi.org/10.1016/j.jnca.2020.102759
- [ONLINE] View publication in Scopus
Device-to-device aided cooperative relaying scheme exploiting spatial modulation: An interference free strategy
2020 - Published
Kamal, M. S., Kader, M. F., Riazul Islam, S. M., Yu, H.
Sensors (Switzerland), vol. 20, no. 24, 7048
Contributions to Journals: Articles
- [ONLINE] DOI: https://doi.org/10.3390/s20247048
- [ONLINE] View publication in Scopus
MSGM: A Markov Model Based Similarity Guide Matrix for Optimising Ordered Problems by Balanced-Evolution Genetic Algorithms
2020 - Published
Ohira, R. J., Islam, M. S., Kayesh, H., Islam, S. M.
IEEE Access, vol. 8, pp. 210286-210300
Contributions to Journals: Articles
- [ONLINE] DOI: https://doi.org/10.1109/ACCESS.2020.3039190
- [OPEN ACCESS] http://aura.abdn.ac.uk/bitstreams/31b1f62d-a3f4-4022-bb5e-4b3c7d8ccf82/download
- [ONLINE] View publication in Scopus
Fog-based secure framework for personal health records systems
2020 - Published
Nkenyereye, L., Islam, S. M., Hossain, M., Abdullah-Al-Wadud, M., Alamri, A.
Computers, Materials and Continua, vol. 66, no. 2, pp. 1937-1948
Contributions to Journals: Articles
- [ONLINE] DOI: https://doi.org/10.32604/cmc.2020.013025
- [OPEN ACCESS] http://aura.abdn.ac.uk/bitstreams/07909b75-2c93-4368-9dae-6abb9671019d/download
- [ONLINE] View publication in Scopus
A smart healthcare monitoring system for heart disease prediction based on ensemble deep learning and feature fusion
2020 - Published
Ali, F., El-Sappagh, S., Islam, S. M., Kwak, D., Ali, A., Imran, M., Kwak, K. S.
Information Fusion, vol. 63, pp. 208-222
Contributions to Journals: Articles
- [ONLINE] DOI: https://doi.org/10.1016/j.inffus.2020.06.008
- [ONLINE] View publication in Scopus
Multimodal multitask deep learning model for Alzheimer's disease progression detection based on time series data
2020 - Published
El-Sappagh, S., Abuhmed, T., Riazul Islam, S. M., Kwak, K. S.
Neurocomputing, vol. 412, pp. 197-215
Contributions to Journals: Articles
- [ONLINE] DOI: https://doi.org/10.1016/j.neucom.2020.05.087
- [ONLINE] View publication in Scopus
Objective diagnosis for histopathological images based on machine learning techniques: Classical approaches and new trends
2020 - Published
Elazab, N., Soliman, H., El-Sappagh, S., Riazul Islam, S. M., Elmogy, M.
Mathematics, vol. 8, no. 11, pp. 1-26
Contributions to Journals: Review articles
- [ONLINE] DOI: https://doi.org/10.3390/math8111863
- [ONLINE] View publication in Scopus
Performance analysis of iot-based health and environment wsn deployment
2020 - Published
Shakeri, M., Sadeghi-Niaraki, A., Choi, S. M., Riazul Islam, S. M.
Sensors (Switzerland), vol. 20, no. 20, pp. 1-22
Contributions to Journals: Review articles
- [ONLINE] DOI: https://doi.org/10.3390/s20205923
- [ONLINE] View publication in Scopus
End-to-end deep learning framework for coronavirus (COVID-19) detection and monitoring
2020 - Published
El-Rashidy, N., El-Sappagh, S., Islam, S. M., El-Bakry, H. M., Abdelrazek, S.
Electronics (Switzerland), vol. 9, no. 9, 1439
Contributions to Journals: Articles
- [ONLINE] DOI: https://doi.org/10.3390/electronics9091439
- [ONLINE] View publication in Scopus
Control plane optimisation for an SDN-based wban framework to support healthcare applications
2020 - Published
Hasan, K., Ahmed, K., Biswas, K., Islam, M. S., Kayes, A. S., Riazul Islam, S. M.
Sensors (Switzerland), vol. 20, no. 15, 4200
Contributions to Journals: Articles
- [ONLINE] DOI: https://doi.org/10.3390/s20154200
- [OPEN ACCESS] http://aura.abdn.ac.uk/bitstreams/154fb85a-04b4-4247-9ef3-37956fd5c728/download
- [ONLINE] View publication in Scopus
Secrecy Performance Analysis of Mixed Hyper-Gamma and Gamma-Gamma Cooperative Relaying System
2020 - Published
Sarker, N. A., Badrudduza, A. S., Islam, S. M., Islam, S. H., Ansari, I. S., Kundu, M. K., Samad, M. F., Hossain, M. B., Yu, H.
IEEE Access, vol. 8, pp. 131273 - 131285
Contributions to Journals: Articles
- [ONLINE] DOI: https://doi.org/10.1109/ACCESS.2020.3009026
- [OPEN ACCESS] http://aura.abdn.ac.uk/bitstreams/b6206982-8164-452e-9a45-4e534bc26901/download
- [ONLINE] View publication in Scopus
On Secrecy Performance of Mixed Generalized Gamma and Málaga RF-FSO Variable Gain Relaying Channel
2020 - Published
Islam, S. H., Badrudduza, A. S., Riazul Islam, S. M., Shahid, F. I., Ansari, I. S., Kundu, M. K., Ghosh, S. K., Hossain, M. B., Hosen, A. S., Cho, G. H.
IEEE Access, vol. 8, pp. 104127-104138
Contributions to Journals: Articles
- [ONLINE] DOI: https://doi.org/10.1109/ACCESS.2020.2998742
- [OPEN ACCESS] http://aura.abdn.ac.uk/bitstreams/6c7da64d-89c4-43c4-b1b7-b15c6524911b/download
- [ONLINE] View publication in Scopus
PROM1 and PROM2 expression differentially modulates clinical prognosis of cancer: a multiomics analysis
2020 - Published
Saha, S., Islam, S. M., Kwak, K. S., Rahman, M. S., Cho, S. G.
Cancer Gene Therapy, vol. 27, pp. 147-167
Contributions to Journals: Articles
- [ONLINE] DOI: https://doi.org/10.1038/s41417-019-0109-7
- [OPEN ACCESS] http://aura.abdn.ac.uk/bitstreams/0a45b722-b7a0-4a63-8900-a00d91a8a9f0/download
- [ONLINE] View publication in Scopus
Ticket-Based Authentication for Securing Internet of Things
2020 - Published
Shrestha, A. P., Islam, S. M., Kwak, K. S.
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
- [ONLINE] DOI: https://doi.org/10.1109/CCWC47524.2020.9031254
- [ONLINE] View publication in Scopus
An enhanced anomaly detection in web traffic using a stack of classifier ensemble
2020 - Published
Tama, B. A., Nkenyereye, L., Islam, S. M., Kwak, K. S.
IEEE Access, vol. 8, pp. 24120-24134
Contributions to Journals: Articles
- [ONLINE] DOI: https://doi.org/10.1109/ACCESS.2020.2969428
- [ONLINE] View publication in Scopus
Precision Medicine Informatics: Principles, Prospects, and Challenges
2020 - Published
Afzal, M., Riazul Islam, S. M., Hussain, M., Lee, S.
IEEE Access, vol. 8, pp. 13593 - 13612
Contributions to Journals: Articles
- [ONLINE] DOI: https://doi.org/10.1109/ACCESS.2020.2965955
- [OPEN ACCESS] http://aura.abdn.ac.uk/bitstreams/f5a17c00-778d-4193-be97-2c5a1148f928/download
- [ONLINE] View publication in Scopus
Software Defined Network-Based Multi-Access Edge Framework for Vehicular Networks
2020 - Published
Nkenyereye, L., Nkenyereye, L., Islam, S. M., Kerrache, C. A., Abdullah-Al-Wadud, M., Alamri, A.
IEEE Access, vol. 8, pp. 4220-4234
Contributions to Journals: Articles
- [ONLINE] DOI: https://doi.org/10.1109/ACCESS.2019.2962903
- [OPEN ACCESS] http://aura.abdn.ac.uk/bitstreams/3021d488-5388-4544-ba0c-3b3cefe50967/download
- [ONLINE] View publication in Scopus
RDSP: Rapidly deployable wireless ad hoc system for post-disaster management
2020 - Published
Khan, A., Munir, A., Kaleem, Z., Ullah, F., Bilal, M., Nkenyereye, L., Shah, S., Nguyen, L. D., Riazul Islam, S. M., Kwak, K. S.
Sensors (Switzerland), vol. 20, no. 2, 548
Contributions to Journals: Articles
- [ONLINE] DOI: https://doi.org/10.3390/s20020548
- [OPEN ACCESS] http://aura.abdn.ac.uk/bitstreams/91ed21d5-96da-45a2-81b6-d4995698dff4/download
- [ONLINE] View publication in Scopus
Hybrid Nano Communications
2019 - Published
Islam, S. M., Piran, M. J., Shrestha, A. P., Iqbal, A., Ali, F., Kwak, K. S.
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
- [ONLINE] DOI: https://doi.org/10.1109/ICTC46691.2019.8939790
- [ONLINE] View publication in Scopus
AEF: Adaptive en-route filtering to extend network lifetime in wireless sensor networks
2019 - Published
Shahzad, M. K., Islam, S. M., Kwak, K. S., Nkenyereye, L.
Sensors (Switzerland), vol. 19, no. 18, 4036
Contributions to Journals: Articles
- [ONLINE] DOI: https://doi.org/10.3390/s19184036
- [OPEN ACCESS] http://aura.abdn.ac.uk/bitstreams/582b0990-74d8-426b-8a7d-b0cf77dbd604/download
- [ONLINE] View publication in Scopus
Software-defined network-based vehicular networks: A position paper on their modeling and implementation
2019 - Published
Nkenyereye, L., Nkenyereye, L., Riazul Islam, S. M., Choi, Y. H., Bilal, M., Jang, J. W.
Sensors (Switzerland), vol. 19, no. 17, 3788
Contributions to Journals: Review articles
- [ONLINE] DOI: https://doi.org/10.3390/s19173788
- [ONLINE] View publication in Scopus
An iot-based anonymous function for security and privacy in healthcare sensor networks
2019 - Published
Yin, X. C., Liu, Z. G., Ndibanje, B., Nkenyereye, L., Islam, S. M.
Sensors (Switzerland), vol. 19, no. 14, 3146
Contributions to Journals: Articles
- [ONLINE] DOI: https://doi.org/10.3390/s19143146
- [OPEN ACCESS] http://aura.abdn.ac.uk/bitstreams/88086b64-b422-4a36-a5eb-d256320bcf01/download
- [ONLINE] View publication in Scopus
A comprehensive medical decision–support framework based on a heterogeneous ensemble classifier for diabetes prediction
2019 - Published
El-Sappagh, S., Elmogy, M., Ali, F., Abuhmed, T., Islam, S. M., Kwak, K. S.
Electronics (Switzerland), vol. 8, no. 6, 635
Contributions to Journals: Articles
- [ONLINE] DOI: https://doi.org/10.3390/electronics8060635
- [OPEN ACCESS] http://aura.abdn.ac.uk/bitstreams/86f2ebcf-afc3-48d3-ae99-414c0e863233/download
- [ONLINE] View publication in Scopus
Capacity and outage analysis of a dual-hop decode-and-forward relay-aided NOMA scheme
2019 - Published
Kader, M. F., Uddin, M. B., Islam, S. M., Shin, S. Y.
Digital Signal Processing: A Review Journal, vol. 88, pp. 138-148
Contributions to Journals: Articles
- [ONLINE] DOI: https://doi.org/10.1016/j.dsp.2019.02.014
- [ONLINE] View publication in Scopus
Systematic multiomics analysis of alterations in c1qbp mrna expression and relevance for clinical outcomes in cancers
2019 - Published
Saha, S. K., Kim, K. E., Islam, S. M., Cho, S. G., Gil, M.
Journal of Clinical Medicine, vol. 8, no. 4, 513
Contributions to Journals: Articles
- [ONLINE] DOI: https://doi.org/10.3390/jcm8040513
- [OPEN ACCESS] http://aura.abdn.ac.uk/bitstreams/855cae0b-b886-42db-80ae-7d85da942a62/download
- [ONLINE] View publication in Scopus

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Chapters in Books, Reports and Conference Proceedings

Chapters (1)

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Conference Proceedings (19)

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Articles (87)

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Contributions to Specialist Publications

Articles (1)

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Biography

External Memberships

Latest Publications

Microscopic Image Dataset of Fungal Spores for Computer Vision Applications in Tectona Grandis and Other Taxa

Securing Blockchain Systems: A Layer-Oriented Survey of Threats, Vulnerability Taxonomy, and Detection Methods

Improving Malaria diagnosis through interpretable customized CNNs architectures

Streamlining Plant Disease Diagnosis with Convolutional Neural Networks and Edge Devices

A novel framework for lung cancer classification using lightweight convolutional neural networks and ridge extreme learning machine model with SHapley Additive exPlanations (SHAP)

Research Overview

Research Areas

Computing Science

Programmes

Courses

Multimedia communication over cognitive radio networks from QoS/QoE perspective: A comprehensive survey

Device-to-device aided cooperative relaying scheme exploiting spatial modulation: An interference free strategy

MSGM: A Markov Model Based Similarity Guide Matrix for Optimising Ordered Problems by Balanced-Evolution Genetic Algorithms

Fog-based secure framework for personal health records systems

A smart healthcare monitoring system for heart disease prediction based on ensemble deep learning and feature fusion

Multimodal multitask deep learning model for Alzheimer's disease progression detection based on time series data

Objective diagnosis for histopathological images based on machine learning techniques: Classical approaches and new trends

Performance analysis of iot-based health and environment wsn deployment

End-to-end deep learning framework for coronavirus (COVID-19) detection and monitoring

Control plane optimisation for an SDN-based wban framework to support healthcare applications

Secrecy Performance Analysis of Mixed Hyper-Gamma and Gamma-Gamma Cooperative Relaying System

On Secrecy Performance of Mixed Generalized Gamma and Málaga RF-FSO Variable Gain Relaying Channel

PROM1 and PROM2 expression differentially modulates clinical prognosis of cancer: a multiomics analysis

Ticket-Based Authentication for Securing Internet of Things

An enhanced anomaly detection in web traffic using a stack of classifier ensemble

Precision Medicine Informatics: Principles, Prospects, and Challenges

Software Defined Network-Based Multi-Access Edge Framework for Vehicular Networks

RDSP: Rapidly deployable wireless ad hoc system for post-disaster management

Hybrid Nano Communications

AEF: Adaptive en-route filtering to extend network lifetime in wireless sensor networks

Software-defined network-based vehicular networks: A position paper on their modeling and implementation

An iot-based anonymous function for security and privacy in healthcare sensor networks

A comprehensive medical decision–support framework based on a heterogeneous ensemble classifier for diabetes prediction

Capacity and outage analysis of a dual-hop decode-and-forward relay-aided NOMA scheme

Systematic multiomics analysis of alterations in c1qbp mrna expression and relevance for clinical outcomes in cancers

Refine

Chapters in Books, Reports and Conference Proceedings

Contributions to Journals

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