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:

View My Publications

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 5 Results 1 to 25 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]
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