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Md. Rabiul Islam

Lecturer

Name : Md. Rabiul Islam
Designation : Lecturer
Department : Computer Science & Engineering
Faculty : Science & Engineering
Phone : 01781046401
Eamil : mdrabiulislam521@gmail.com

Academic Qualifications

  • Education Level 4
    M.Sc. (Engg) in CSE (On Going)
    • Dhaka University of Engineering & Technology, Gazipur
      M.Sc. (Engg) in CSE (On Going)
  • Education Level 3
    B.Sc. (Engg) in CSE
    • University of Rajshahi, Rajshahi
      B.Sc. (Engg) in CSE
  • Education Level 2
    H.S.C
    • Joypurhat Govt. College, Joypurhat
      H.S.C
  • Education Level 1
    S.S.C
    • Mirgram Chowmuhuni High School, Joypurhat
      S.S.C

Expertise Field

  • Data Mining
  • Competitive Programming
  • Algorithm
  • Data Structure
  • C, C++, Java, Python Programming Languages
  • Mobile Application Development
  • Artificial Intelligence
  • Machine Learning

 

Research Area

  • Data Mining
  • Association Rules Mining
  • Machine Learning
  • Deep Learning

 

Publications

Journal

1.  M. R. Islam, M. S. Rahman, and R. R. Paul, “Exploring bangladeshs pharmaceutical purchase trends: Perspectives from periodicity analysis and association rule mining on retail transactions,” Middle East Journal of Applied Science & Technology (MEJAST), vol. 7, no. 3, pp. 105–117, 2024, issn: 2582-0974.  doi: 10.46431/MEJAST.2024.7311

2.    M. R. Islam, M. J. Nayeem, and M. A. Rahman, “Analysis of association rules mining in distributed transactional databases in bangladesh,” Journal of Pundra University of Science & Technology, vol. 2, no. 1, pp. 01–10, 2022, issn: 2789-7036.  doi: 10.2139/ssrn.4947810

3.   M. J. Nayeem, S. Rana, and M. R. Islam, “Prediction of heart disease using machine learning algorithms,” European Journal of Artificial Intelligence and Machine Learning, vol. 1, no. 3, pp. 22–26, 2022. doi: 10.24018/ejai.2022.1.3.13

4.    M. J. Nayeem, M. A. Rahmann, and M. R. Islam, “Prediction of several stages of lung cancer using machine learning algorithms,” Journal of Pundra University of Science & Technology, vol. 2, no. 1, pp. 68–77, 2022, issn: 2789-7036.  doi: 10.2139/ssrn.4947816

5.    R. R. Paul, M. R. Islam, and M. S. Rahman, “Bengali upos-tag: A systematic approach to universal dependency-based dataset creation for enhanced nlp research,” Journal of Pundra University of Science & Technology, vol. 3, no. 1, pp. 01–12, 2024, issn: 2789-7036.  doi: 10.2139/ssrn.4947842

6.  M. S. Rahman, M. R. Islam, and R. R. Paul, “Classification and prediction rules to build covid-19 pandemic trending model in bd,” Journal of Pundra University of Science & Technology, vol. 3, no. 1, pp. 37–50, 2024, issn: 2789-7036

7.  M. S. A. Mim, M. J. Nayeem, S. Rana, and M. R. Islam, “Performance Evaluation of Hepatitis Disease Prediction in Early Stage Using Machine Learning Techniques,” Middle East Journal of Applied Science & Technology (MEJAST) Volume 8, Issue 1, Pages 01-20, January-March 2025, DOI: https://doi.org/10.46431/MEJAST.2025.8101

8.  M. A. Rahman, R. Hasan, M. J. Nayeem, and M. R. Islam, “A smart blind stick for persons with visual impairment: Design and implementation,” doi: 10.2139/ssrn.4347535

9.  N. Hasan, M. A. Islam, M. J. Nayeem, S. Rana, and M. R. Islam, “A three-stage framework for automatic Bengali license plate detection and recognition system,” Available at SSRN 4648216, doi: 10.2139/ssrn.4648216

Conference

1.   M. R. Islam, M. S. Rahman, R. R. Paul, M. F. Hosen, M. Khairunnahar, and M. J. Nayeem, “Intensify stroke prediction model associated with hypertensive state,” in 2024 3rd International Conference on Advancement in Electrical and Electronic Engineering (ICAEEE), 2024, pp. 1–5. doi: 10.1109/ICAEEE62219.2024.10561847

2.  M. R. Islam, M. S. Rahman, and M. J. Nayeem, “Association rules mining for a specific time period in a day in large transactional database,” in 2023 International Conference on Information and Communication Technology for Sustainable Development (ICICT4SD), IEEE, 2023, pp. 402–406. doi: 10.1109/ICICT4SD59951.2023.10303523

Award & Scholarship

Previous Employment

  • International Islami University of Science and Technology Bangladesh (IIUSTB), Dhaka-1349. [Lecturer][23rd February, 2025 to Present]
  • Pundra University of Science & Technology, Bogura-5800. [Lecturer][1st January, 2022 to 22nd February, 2025]
  • TMSS Engineering College (Affiliated by University of Rajshahi), Bogura-5800 [Lecturer][05th December, 2020 to 31st December, 2021]