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 2 of 3 Results 51 to 100 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]

  • Physical layer security for cooperative multihop routing in wireless networks

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

  • Multiomics analysis reveals that GLS and GLS2 differentially modulate the clinical outcomes of cancer

    Saha, S. K., Riazul Islam, S. M., Abdullah-Al-Wadud, M., Islam, S., Ali, F., Park, K. S.
    Journal of Clinical Medicine, vol. 8, no. 3, 355
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [OPEN ACCESS]
    • [ONLINE]

  • Programmable Molecular Scissors: Applications of a New Tool for Genome Editing in Biotech

    Saha, S. K., Saikot, F. K., Rahman, M. S., Jamal, M. A. H. M., Rahman, S. M., Islam, S. M., Kim, K. H.
    Molecular Therapy - Nucleic Acids, vol. 14, pp. 212-238
    Contributions to Journals: Review articles
    • [ONLINE] DOI:
    • [ONLINE]

  • A fuzzy system based approach to extend network lifetime for en-route filtering schemes in WSNs

    Shahzad, M. K., Nkenyereye, L., Islam, S. M.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
    • [ONLINE] DOI:
    • [ONLINE]

  • CASH: Content- and network-context-aware streaming over 5G HetNets

    Jalil Piran, M., Islam, S. M., Suh, D. Y.
    IEEE Access, vol. 6, pp. 46167 - 46178
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [ONLINE]

  • On Downlink NOMA in heterogeneous networks with non-uniform small cell deployment

    Han, T., Gong, J., Liu, X., Islam, S. M., Li, Q., Bai, Z., Kwak, K. S.
    IEEE Access, vol. 6, pp. 31099-31109
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [ONLINE]

  • An Internet of Things-based health prescription assistant and its security system design

    Hossain, M., Islam, S. M., Ali, F., Kwak, K. S., Hasan, R.
    Future Generation Computer Systems, vol. 82, pp. 422-439
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [ONLINE]

  • Resource Allocation for Downlink NOMA Systems: Key Techniques and Open Issues

    Islam, S. M., Zeng, M., Dobre, O. A., Kwak, K. S.
    IEEE Wireless Communications, vol. 25, no. 2, pp. 40-47
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [ONLINE]

  • Type-2 fuzzy ontology–aided recommendation systems for IoT–based healthcare

    Ali, F., Islam, S. M., Kwak, D., Khan, P., Ullah, N., Yoo, S. j., Kwak, K. S.
    Computer Communications, vol. 119, pp. 138-155
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [ONLINE]

  • A conceptual framework for an IoT-based health assistant and its authorization model

    Islam, S. M., Hossain, M., Hasan, R., Duong, T. Q.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
    • [ONLINE] DOI:
    • [ONLINE]

  • Secure channel for molecular communications

    Islam, S. M., Ali, F., Moon, H., Kwak, K. S.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
    • [ONLINE] DOI:
    • [ONLINE]

  • Merged Ontology and SVM-Based Information Extraction and Recommendation System for Social Robots

    Ali, F., Kwak, D., Khan, P., Ei-Sappagh, S. H. A., Islam, S. M., Park, D., Kwak, K. S.
    IEEE Access, vol. 5, pp. 12364-12379
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [ONLINE]

  • Statistical Characterization of a 3-D Propagation Model for V2V Channels in Rectangular Tunnels

    Avazov, N., Islam, S. M., Park, D., Kwak, K. S.
    IEEE Antennas and Wireless Propagation Letters, vol. 16, pp. 2392-2395
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [ONLINE]

  • Fuzzy ontology-based sentiment analysis of transportation and city feature reviews for safe traveling

    Ali, F., Kwak, D., Khan, P., Islam, S. M., Kim, K. H., Kwak, K. S.
    Transportation Research Part C: Emerging Technologies, vol. 77, pp. 33-48
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [ONLINE]

  • NOMA schemes for 5G green mobile networks

    Islam, S. M., Shrestha, A. P., Ali, F., Kwak, K. S.
    Cloud and Fog Computing in 5G Mobile Networks: Emerging advances and applications. Institution of Engineering and Technology, pp. 1-22, 22 pages
    Chapters in Books, Reports and Conference Proceedings: Chapters
    • [ONLINE]

  • Power-Domain Non-Orthogonal Multiple Access (NOMA) in 5G Systems: Potentials and Challenges

    Islam, S. M., Avazov, N., Dobre, O. A., Kwak, K. S.
    IEEE Communications Surveys and Tutorials, vol. 19, no. 2, pp. 721-742
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [ONLINE]

  • Outage capacity and source distortion analysis for NOMA users in 5G systems

    Islam, S. M., Kwak, K. S.
    Electronics Letters, vol. 52, no. 15, pp. 1344-1345
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [ONLINE]

  • The IoT: Exciting Possibilities for Bettering Lives: Special application scenarios.

    Riazul Islam, S. M., Nazim Uddin, M., Kwak, K. S.
    IEEE Consumer Electronics Magazine, vol. 5, pp. 49-57
    Contributions to Specialist Publications: Articles
    • [ONLINE] DOI:
    • [ONLINE]

  • Two-stage channel estimation with estimated windowing for MB-OFDM UWB system

    Islam, S. M., Kwak, K. S.
    IEEE Communications Letters, vol. 20, no. 2, pp. 272-275
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [ONLINE]

  • D-MoSK Modulation in Molecular Communications

    Kabir, M. H., Islam, S. M., Kwak, K. S.
    IEEE Transactions on Nanobioscience, vol. 14, no. 6, pp. 680-683
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [ONLINE]

  • Modeling MAC protocol based on frame slotted aloha for low energy critical infrastructure sensor networks

    Ullah, N., Ullah, K., Islam, S. M., Khan, P., Ullah, S., Kwak, K. S.
    International Journal of Distributed Sensor Networks, vol. 2015, 701418
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [ONLINE]

  • The internet of things for health care: A comprehensive survey

    Islam, S. M., Kwak, D., Kabir, M. H., Hossain, M., Kwak, K. S.
    IEEE Access, vol. 3, pp. 678-708
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [ONLINE]

  • SIR performance evaluation of MB-OFDM UWB system with residual timing offset

    Islam, S. M., Ullah, S., Lloret, J., Ullah, N., Kwak, K. S.
    Electronics Letters, vol. 51, no. 5, pp. 427-429
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [ONLINE]

  • Channel estimation in high date rate UWB system with unknown narrowband interference

    Islam, S. M., Ullah, S., Kwak, K. S.
    Annales des Telecommunications/Annals of Telecommunications, vol. 68, no. 9-10, pp. 503-514
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [ONLINE]

  • Channel estimation in ECMA-368-based UWB systems with unknown interference

    Islam, S. M., Ameen, M. A., Kwak, K. S.
    Telecommunication Systems, vol. 52, no. 2, pp. 1159-1169
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [ONLINE]
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