51cg

People

Dr Riazul Islam

Dr Riazul Islam
Dr Riazul Islam
Dr Riazul Islam

Senior Lecturer

51cg
Email Address
riazul.islam@abdn.ac.uk
Telephone Number
+44 (0)1224 273887
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 51cg, 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,
  • Editor,
  • 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

    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:
    • [OPEN ACCESS]

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

    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:
    • [OPEN ACCESS]

  • Improving Malaria diagnosis through interpretable customized CNNs architectures

    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:
    • [OPEN ACCESS]
    • [ONLINE]

  • Streamlining Plant Disease Diagnosis with Convolutional Neural Networks and Edge Devices

    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:
    • [ONLINE]

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

    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:

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Research

Research Overview

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

Research Areas

Computing Science

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Teaching

Programmes

Courses

Publications

Page 1 of 3 Results 1 to 50 of 118

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

    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:
    • [OPEN ACCESS]

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

    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:
    • [OPEN ACCESS]

  • Improving Malaria diagnosis through interpretable customized CNNs architectures

    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:
    • [OPEN ACCESS]
    • [ONLINE]

  • Streamlining Plant Disease Diagnosis with Convolutional Neural Networks and Edge Devices

    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:
    • [ONLINE]

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

    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:

  • Securing Vehicle-to-Drone (V2D) Communications:: Challenges and Solutions

    Islam, S. M. R., Hoque, M. A., Mahmud, H.
    Deception in Autonomous Transport Systems:: Threats, Impacts and Mitigation Policies. 1 edition. Springer, pp. 163-180, 18 pages
    Chapters in Books, Reports and Conference Proceedings: Chapters (Peer-Reviewed)
    • [ONLINE] DOI:

  • A Holistic Analysis of Internet of Things (IoT) Security: Principles, Practices, and New Perspectives

    Hossain, M., Kayas, G., Hasan, R., Skjellum, A., Noor, S., Islam, S. M. R.
    Future Internet, vol. 16, no. 2, 40
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [OPEN ACCESS]

  • Enhancing Physical Layer Secrecy Performance for RIS-assisted RF-FSO Mixed Wireless System

    Ahmed, T., Badrudduza, A. S. M., Islam, S. M. R., Islam, S. H., Ibrahim, M., Abdullah-Al-Wadud, M., Ansari, I. S.
    IEEE Access, vol. 11, pp. 127737-127753
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [OPEN ACCESS]

  • A Survey on Consensus Algorithms in Blockchain-based Applications: Architecture, Taxonomy, and Operational Issues

    Islam, S., Islam, M. J., Hossain, M., Noor, S., Kwak, K. S., Islam, R.
    IEEE Access, vol. 11, pp. 39066-39082
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [OPEN ACCESS]

  • Diagnosis of Malaria Using Double Hidden Layer Extreme Learning Machine Algorithm With CNN Feature Extraction and Parasite Inflator

    Goni, M. O. F., Mondal, M. N. I., Islam, R., Nahiduzzaman, M., Islam, M. R., Anower, M. S., Kwak, K. S.
    IEEE Access, vol. 11, pp. 4117-4130
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [OPEN ACCESS]

  • A novel hybrid meta-heuristic contrast stretching technique for improved skin lesion segmentation

    Malik, S., Islam, S. M., Akram, T., Naqvi, S. R., Alghamdi, N. S., Baryannis, G.
    Computers in Biology and Medicine, vol. 151, no. Part A, 106222
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [ONLINE]
    • [ONLINE]

  • A Deep Learning Model for Remaining Useful Life Prediction of Aircraft Turbofan Engine on C-MAPSS Dataset

    Asif, O., Haider, S. A., Naqvi, S. R., Zaki, J. F., Kwak, K. S., Islam, S. M.
    IEEE Access, vol. 10, pp. 95425-95440
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [OPEN ACCESS]
    • [ONLINE]

  • IoTaaS: Drone-Based Internet of Things as a Service Framework for Smart Cities

    Hoque, M. A., Hossain, M., Noor, S., Islam, S. M., Hasan, R.
    IEEE Internet of Things Journal, vol. 9, no. 14, pp. 12425-12439
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [ONLINE]
    • [ONLINE]

  • Environment Friendly Energy Cooperation in Neighboring Buildings: A Transformed Linearization Approach

    Rehman, H. U., Haider, S. A., Naqvi, S. R., Naeem, M., Kwak, K. S., Riazul Islam, S. M.
    Energies, vol. 15, no. 3, 1160
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [OPEN ACCESS]
    • [ONLINE]

  • CATComp: A Compression-Aware Authorization Protocol for Resource-Efficient Communications in IoT Networks

    Hossain, M., Kayas, G., Karim, Y., Hasan, R., Payton, J., Islam, S. M.
    IEEE Internet of Things Journal, vol. 9, no. 3, pp. 1667-1682
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [ONLINE]

  • Device-to-Device Aided Cooperative NOMA Transmission Exploiting Overheard Signal

    Kader, M. F., Islam, S. M., Dobre, O. A.
    IEEE Transactions on Wireless Communications, vol. 21, no. 2, pp. 1304-1318
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [ONLINE]

  • Towards prevention of sportsmen burnout: Formal analysis of sub-optimal tournament scheduling

    Naqvi, S. R., Ahmad, A., Islam, S. M., Akram, T., Abdullah-Al-Wadud, M., Alamri, A.
    Computers, Materials and Continua, vol. 70, no. 1, pp. 1509-1526
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [OPEN ACCESS]
    • [ONLINE]

  • Electromagnetic Nanocommunication Networks: Principles, Applications, and Challenges

    Kabir, M. H., Islam, S. M., Shrestha, A. P., Ali, F., Badsha, M. A., Piran, M. J., Do, D. T.
    IEEE Access, vol. 9, pp. 166147-166165
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [OPEN ACCESS]
    • [ONLINE]

  • Hybrid ResNet: A Shallow Deep Learning Architecture for Moderate Datasets

    Murtaza, G., Obaid-Ur-Rehman, , Shahzad, M. K., Riazul Islam, S. M., Hossain, M., Kwak, K. S.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
    • [ONLINE] DOI:
    • [ONLINE]

  • Opportunistic Relay Selection over Generalized Fading and Inverse Gamma Composite Fading Mixed Multicast Channels: A Secrecy Tradeoff

    Hossen, M. S., Badrudduza, A. S., Islam, S. M., Hanif, A., Kundu, M. K., Kwak, K. S.
    IEEE Access, vol. 9, pp. 166184-166205
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [OPEN ACCESS]
    • [ONLINE]

  • Hybrid CNN-SVD Based Prominent Feature Extraction and Selection for Grading Diabetic Retinopathy Using Extreme Learning Machine Algorithm

    Nahiduzzaman, M., Islam, M. R., Islam, S. M., Goni, M. O. F., Anower, M. S., Kwak, K. S.
    IEEE Access, vol. 9, pp. 152261-152274
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [OPEN ACCESS]
    • [ONLINE]

  • Impact of Aperture Averaging and Antenna Correlation on the Secrecy Outage Performance over Mixed RF-FSO Cooperative System under Simultaneous RF and FSO Eavesdropping Attempts

    Juel, N. H., Badrudduza, A. S., Islam, S. M., Islam, S. H., Kundu, M. K., Mowla, M. M., Kwak, K. S.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
    • [ONLINE] DOI:
    • [ONLINE]

  • Prognostic role of EGR1 in breast cancer: A systematic review

    Saha, S. K., Riazul Islam, S. M., Saha, T., Nishat, A., Biswas, P. K., Gil, M., Nkenyereye, L., El-Sappagh, S., Islam, M. S., Cho, S. G.
    BMB Reports, vol. 54, no. 10, pp. 497-504
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [OPEN ACCESS]
    • [ONLINE]

  • On the Intercept Probability and Secure Outage Analysis of Mixed (α-κ-μ)-Shadowed and Málaga Turbulent Models

    Badrudduza, A. S., Islam, S. M., Islam, S. H., Ansari, I. S., Sarker, N. A., Kwak, K. S., Kundu, M. K.
    IEEE Access, vol. 9, pp. 133849-133860
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [OPEN ACCESS]
    • [ONLINE]

  • SUPnP: Secure Access and Service Registration for UPnP-Enabled Internet of Things

    Kayas, G., Hossain, M., Payton, J., Islam, S. M.
    IEEE Internet of Things Journal, vol. 8, no. 14, pp. 11561-11580
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [OPEN ACCESS]
    • [ONLINE]
    • [ONLINE]

  • Machine learning in the prediction of cancer therapy

    Rafique, R., Islam, S. M., Kazi, J. U.
    Computational and Structural Biotechnology Journal, vol. 19, pp. 4003-4017
    Contributions to Journals: Review articles
    • [ONLINE] DOI:
    • [OPEN ACCESS]
    • [ONLINE]

  • Secure crowd-sensing protocol for fog-based vehicular cloud

    Nkenyereye, L., Islam, S. M., Bilal, M., Abdullah-Al-Wadud, M., Alamri, A., Nayyar, A.
    Future Generation Computer Systems, vol. 120, pp. 61-75
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [ONLINE]

  • SCNN: Scalogram-based convolutional neural network to detect obstructive sleep apnea using single-lead electrocardiogram signals

    Mashrur, F. R., Islam, M. S., Islam, S. M., Moni, M. A., Saha, D. K.
    Computers in Biology and Medicine, vol. 134, 104532
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [ONLINE]
    • [ONLINE]

  • Exploiting Secrecy Performance of Uplink NOMA in Cellular Networks

    Nguyen, M. S. V., Do, D. T., Afghah, F., Islam, S. M., Le, A. T.
    IEEE Access, vol. 9, pp. 95135-95154
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [OPEN ACCESS]
    • [ONLINE]

  • Simultaneous Cellular and D2D Communications Exploiting Cooperative Uplink NOMA

    Islam, S. M., Dobre, O. A., Kader, M. F.
    IEEE Communications Letters, vol. 25, no. 6, pp. 1848-1852
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [ONLINE]

  • Secrecy Performance Analysis of Mixed α - μ and Exponentiated Weibull RF-FSO Cooperative Relaying System

    Juel, N. H., Badrudduza, A. S., Islam, S. M., Islam, S. H., Mowla, M. M., Kundu, M. K., Ansari, I. S., Kwak, K. S.
    IEEE Access, vol. 9, pp. 72342-72356
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [OPEN ACCESS]
    • [ONLINE]

  • A novel framework for approximating resistance–temperature characteristics of a superconducting film based on artificial neural networks

    Akram, T., Islam, S. M., Naqvi, S. R., Aurangzeb, K., Abdullah-Al-Wadud, M., Alamri, A.
    Results in Physics, vol. 24, 104088
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [OPEN ACCESS]
    • [ONLINE]

  • Development of duplex eye contact framework for human-robot inter communication

    Sharmin, S., Hoque, M. M., Islam, S. M., Kader, M. F., Sarker, I. H.
    IEEE Access, vol. 9, pp. 54435-54456
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [OPEN ACCESS]
    • [ONLINE]

  • Kinematic measurements of novel chaotic micromixers to enhance mixing performances at low reynolds numbers: Comparative study

    Naas, T. T., Hossain, S., Aslam, M., Rahman, A., Hoque, A. S., Kim, K. Y., Riazul Islam, S. M.
    Micromachines, vol. 12, no. 4, 364
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [OPEN ACCESS]
    • [ONLINE]

  • Impact of Correlation and Pointing Error on Secure Outage Performance over Arbitrary Correlated Nakagami Turbulent Fading Mixed RF-FSO Channel

    Islam, S. H., Badrudduza, A. S., Islam, S. M., Shahid, F. I., Ansari, I. S., Kundu, M. K., Yu, H.
    IEEE Photonics Journal, vol. 13, no. 2, 7900117
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [OPEN ACCESS]
    • [ONLINE]

  • Mobile health in remote patient monitoring for chronic diseases: Principles, trends, and challenges

    El-Rashidy, N., El-Sappagh, S., Riazul Islam, S. M., El-Bakry, H. M., Abdelrazek, S.
    Diagnostics, vol. 11, no. 4, 607
    Contributions to Journals: Review articles
    • [ONLINE] DOI:
    • [OPEN ACCESS]
    • [ONLINE]

  • Machine Learning and Deep Learning Approaches for Brain Disease Diagnosis: Principles and Recent Advances

    Khan, P., Kader, M. F., Islam, S. M., Kamal, M. S., Toha, M. U., Kwak, K. S., Rahman, A. B.
    IEEE Access, vol. 9, pp. 37622-37655
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [OPEN ACCESS]
    • [ONLINE]

  • Alzheimer's disease progression detection model based on an early fusion of cost-effective multimodal data

    El-Sappagh, S., Saleh, H., Sahal, R., Abuhmed, T., Islam, S. M., Ali, F., Amer, E.
    Future Generation Computer Systems, vol. 115, pp. 680-699
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [ONLINE]

  • A multilayer multimodal detection and prediction model based on explainable artificial intelligence for Alzheimer’s disease

    El-Sappagh, S., Alonso, J. M., Islam, S. M., Sultan, A. M., Kwak, K. S.
    Scientific Reports, vol. 11, no. 1, 2660
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [OPEN ACCESS]
    • [ONLINE]

  • Security at the Physical Layer over GG Fading and mEGG Turbulence Induced RF-UOWC Mixed System

    Badrudduza, A. S., Riazul Islam, S. M., Hossen, M. S., Yu, H., Ibrahim, M., Ansari, I. S., Kundu, M. K.
    IEEE Access, vol. 9, pp. 18123-18136
    Contributions to Journals: Articles
    • [ONLINE]
    • [ONLINE] DOI:
    • [OPEN ACCESS]
    • [ONLINE]

  • Internet of things (Iot)-based wireless health: Enabling technologies and applications

    Riazul Islam, S. M., Lloret, J., Zikria, Y. B.
    Electronics (Switzerland), vol. 10, no. 2, 148
    Contributions to Journals: Editorials
    • [ONLINE] DOI:
    • [OPEN ACCESS]
    • [ONLINE]

  • Rice Leaf Diseases Recognition Using Convolutional Neural Networks

    Hossain, S. M. M., Tanjil, M. M. M., Ali, M. A. B., Islam, M. Z., Islam, M. S., Mobassirin, S., Sarker, I. H., Islam, S. M.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
    • [ONLINE] DOI:
    • [ONLINE]

  • Gafor: Genetic algorithm based fuzzy optimized re-clustering in wireless sensor networks

    Shahzad, M. K., Islam, S. M., Hossain, M., Abdullah-Al-wadud, M., Alamri, A., Hussain, M.
    Mathematics, vol. 9, no. 1, pp. 1-18
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [OPEN ACCESS]
    • [ONLINE]

  • Joint content placement and storage allocation based on federated learning in F-RANs

    Xiao, T., Cui, T., Islam, S. M., Chen, Q.
    Sensors (Switzerland), vol. 21, no. 1, 215
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [OPEN ACCESS]
    • [ONLINE]

  • An intelligent healthcare monitoring framework using wearable sensors and social networking data

    Ali, F., El-Sappagh, S., Islam, S. M., Ali, A., Attique, M., Imran, M., Kwak, K. S.
    Future Generation Computer Systems, vol. 114, pp. 23-43
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [ONLINE]

  • Medical Diagnostic Systems Using Artificial Intelligence (AI) Algorithms: Principles and Perspectives

    Kaur, S., Singla, J., Nkenyereye, L., Jha, S., Prashar, D., Joshi, G. P., El-Sappagh, S., Islam, M. S., Riazul Islam, S. M.
    IEEE Access, vol. 8, pp. 228049-228069
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [OPEN ACCESS]
    • [ONLINE]

  • VSDM: A Virtual Service Device Management Scheme for UPnP-Based IoT Networks

    Kayas, G., Hossain, M., Payton, J., Riazul Islam, S. M.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
    • [ONLINE] DOI:
    • [ONLINE]

  • An Overview of UPnP-based IoT Security: Threats, Vulnerabilities, and Prospective Solutions

    Kayas, G., Hossain, M., Payton, J., Islam, S. M.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
    • [ONLINE] DOI:
    • [ONLINE]

  • Bepari: A Cost-Aware Comprehensive Agent Architecture for Opaque Cloud Services

    Noor, S., Hossain, M., Khan, R., Hasan, R., Riazul Islam, S. M.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
    • [ONLINE] DOI:
    • [ONLINE]

  • Auto-colorization of historical images using deep convolutional neural networks

    Joshi, M. R., Nkenyereye, L., Joshi, G. P., Riazul Islam, S. M., Abdullah-Al-wadud, M., Shrestha, S.
    Mathematics, vol. 8, no. 12, 2258
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [OPEN ACCESS]
    • [ONLINE]
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