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 3 of 5 Results 51 to 75 of 118

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

    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:
    • [ONLINE]

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

    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:
    • [ONLINE]

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

    Ohira, R. J., Islam, M. S., Kayesh, H., Islam, S. M.
    IEEE Access, vol. 8, pp. 210286-210300
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [OPEN ACCESS]
    • [ONLINE]

  • Fog-based secure framework for personal health records systems

    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:
    • [OPEN ACCESS]
    • [ONLINE]

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

    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:
    • [ONLINE]

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

    El-Sappagh, S., Abuhmed, T., Riazul Islam, S. M., Kwak, K. S.
    Neurocomputing, vol. 412, pp. 197-215
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [ONLINE]

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

    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:
    • [ONLINE]

  • Performance analysis of iot-based health and environment wsn deployment

    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:
    • [ONLINE]

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

    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:
    • [ONLINE]

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

    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:
    • [OPEN ACCESS]
    • [ONLINE]

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

    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:
    • [OPEN ACCESS]
    • [ONLINE]

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

    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:
    • [OPEN ACCESS]
    • [ONLINE]

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

    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:
    • [OPEN ACCESS]
    • [ONLINE]

  • Ticket-Based Authentication for Securing Internet of Things

    Shrestha, A. P., Islam, S. M., Kwak, K. S.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
    • [ONLINE] DOI:
    • [ONLINE]

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

    Tama, B. A., Nkenyereye, L., Islam, S. M., Kwak, K. S.
    IEEE Access, vol. 8, pp. 24120-24134
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [ONLINE]

  • Precision Medicine Informatics: Principles, Prospects, and Challenges

    Afzal, M., Riazul Islam, S. M., Hussain, M., Lee, S.
    IEEE Access, vol. 8, pp. 13593 - 13612
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [OPEN ACCESS]
    • [ONLINE]

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

    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:
    • [OPEN ACCESS]
    • [ONLINE]

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

    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:
    • [OPEN ACCESS]
    • [ONLINE]

  • Hybrid Nano Communications

    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:
    • [ONLINE]

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

    Shahzad, M. K., Islam, S. M., Kwak, K. S., Nkenyereye, L.
    Sensors (Switzerland), vol. 19, no. 18, 4036
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [OPEN ACCESS]
    • [ONLINE]

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

    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:
    • [ONLINE]

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

    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:
    • [OPEN ACCESS]
    • [ONLINE]

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

    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:
    • [OPEN ACCESS]
    • [ONLINE]

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

    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:
    • [ONLINE]

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

    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:
    • [OPEN ACCESS]
    • [ONLINE]
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