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Teacher Details

Md. Julker
  • 🏢
    Department:

    Computer Science & Engineering

  • Contact:

    Phone: 01314411925
    Email: julkernayeemt72@gmail.com

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Md. Julker Nayeem

Lecturer

🎓 Degrees Obtained (Starting from Recent Degrees)

# Degree Institute
#Level 4 M.Sc. (Engg) in CSE Rajshahi University of Engineering & Technology
#Level 3 B.Sc. (Engg) in CSE Pabna University of Science & Technology
#Level 2 H.S.C Shahid Bulbul Government College, Pabna
#Level 1 S.S.C Pabna Zilla School, Pabna

🧠 Expertise Field

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

📊 Research Area

  • Machine Learning
  • Deep Learning
  • Advanced Image Processing
  • Data Mining

📰 Publication

Journals

1.       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, vol. 8, no. 1, pp. 01-20, 2025. https://doi.org/10.46431/MEJAST.2025.8101

2.       A. A. Ovi, I. T. Moon and M. J. Nayeem. "A Machine Learning Approach for Identifying Gender Based on Bengali Vocal Cues." Middle East Journal of Applied Science & Technology, vol. 8, no. 1, pp. 40-55, 2025. https://doi.org/10.46431/MEJAST.2025.8104

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. https://doi.org/10.24018/ejai.2022.1.3.13

4.       M. J. Nayeem, M. A. Rahman 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. http://dx.doi.org/10.2139/ssrn.4947816

5.       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. 1-10, 2022. http://dx.doi.org/10.2139/ssrn.4947810

 

Conferences

1.       M. J. Nayeem and M. N. I. Mondal. "Performance Evaluation of Tesseract and EasyOCR to Recognize Bangla License Plate for Diverse Quality Image" IEEE Twenty-Seventh International Conference on Computer and Information Technology (ICCIT). Cox’s Bazar, Bangladesh, 20-22 December. 2024.

2.       M. J. Nayeem and M. N. I. Mondal. "An Efficient Approach to Recognize Bangla License Plate for Diverse-Quality Images" Third International Conference on Human-Centric Smart Computing (ICHCSC), Smart Innovation, Systems and Technologies, Springer Nature, Jaipur, India, 25-26 July. 2024. (Scopus Indexed: Q4)

3.       M. J. Nayeem and M. S. U. Zaman. "Association Rules Mining for Season-Specific Time Frame in a Retail Supermarket" IEEE Third International Conference on Advancement in Electrical and Electronic Engineering (ICAEEE). Dhaka, Bangladesh, 25-27 April. 2024. https://doi.org/10.1109/ICAEEE62219.2024.10561661

4.       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" IEEE Third International Conference on Advancement in Electrical and Electronic Engineering (ICAEEE). Dhaka, Bangladesh, 25-27 April. 2024. https://doi.org/10.1109/ICAEEE62219.2024.10561847

5.       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" IEEE Second International Conference on Information and Communication Technology for Sustainable Development (ICICT4SD). Dhaka, Bangladesh, 21-23 September. 2023. https://doi.org/10.1109/ICICT4SD59951.2023.10303523

6.       M. J. Nayeem, S. Rana, F. Alam and M. A. Rahman. "Prediction of Hepatitis Disease Using K-Nearest Neighbors, Naive Bayes, Support Vector Machine, Multi-Layer Perceptron and Random Forest," IEEE International Conference on Information and Communication Technology for Sustainable Development (ICICT4SD). Dhaka, Bangladesh, 27-28 February. 2021. https://doi.org/10.1109/ICICT4SD50815.2021.9397013

7.       M. Nahiduzzaman, M. J. Nayeem, M.T. Ahmed and M. S. U. Zaman. "Prediction of Heart Disease Using Multi-Layer Perceptron Neural Network and Support Vector Machine." IEEE Fourth International Conference on Electrical Information and Communication Technology (EICT). Khulna, Bangladesh, 20-22 December. 2019. https://doi.org/10.1109/EICT48899.2019.9068755

Symposiums

1.       M. J. Nayeem and M. A. R. Jemim “An Efficient Approach to Recognize Bangla License Plate for Diverse-Quality Images.” IEEE Computer Society Bangladesh Chapter Symposium, Dinajpur, Bangladesh, 18-19 July, 2025

2.       M. J. Nayeem, A. Ahmed and M. B. Labib “Association Rules Mining for Season-Specific Time Frame in a Retail Supermarket.” IEEE Computer Society Bangladesh Chapter Symposium, Vol. 3, Dhaka, Bangladesh, 22-23 November, 2024.

3.       N. Hasan, M. S. A. Mim and M. J. Nayeem. “Child’s AI-Based Smart Friend for Emotional Intelligence and Endless Playful Adventures.” IEEE Computer Society Bangladesh Chapter Symposium, Vol. 3, Dhaka, Bangladesh, 22-23 November, 2024.

4.       M. K. Shaon and M. J. Nayeem. “Skin Lesions Classification into Eight Classes for ISIC 2019 Using Transfer Learning.” IEEE Computer Society Bangladesh Chapter Symposium, Vol. 3, Dhaka, Bangladesh, 22-23 November, 2024.

5.       M. A. Islam, N. Hasan and M. J. Nayeem. "Real-Time Bangla License Plate Detection and Recognition" IEEE Computer Society Bangladesh Chapter Summer Symposium. Kushtia, Bangladesh, 09-10 June 2023.

6.       M. T. Hasan and M. J. Nayeem. "Renal Kidney Disease Recognition Using Machine Learning Algorithms" IEEE Computer Society Bangladesh Chapter Summer Symposium. Kushtia, Bangladesh, 09-10 June 2023.

7.       M. J. Nayeem, S. Rana and M. N. I. Mondal. "Prediction of Hepatitis Disease Using Machine Learning Algorithms" IEEE Computer Society Bangladesh Chapter Summer Symposium. Dhaka, Bangladesh, 10-11 June 2022.

8.    S. Rana, M. N. I. Mondal and M. J. Nayeem. "Market Basket Analysis for Improving the Effectiveness of  Marketing and Sales in Retail Supermarket" IEEE Computer Society Bangladesh Chapter Summer    Symposium. Dhaka, Bangladesh, 10-11 June 2022.

 

🏆 Award & Scholarship

Merit Scholarship in B.Sc. (Engg) from the Department of CSE, PUST

💼 Employment Record

  • International Islami University of Science and Technology Bangladesh (IIUSTB), Dhaka-1349. [Lecturer & Head (Acting)][11th May, 2024 to Present]
  • Pundra University of Science & Technology, Bogura-5800. [Lecturer][12th July, 2019 to 10th May, 2024]
  • Pabna Engineering College (Affiliated by University of Rajshahi), Pabna-6600 [Lecturer][05th February, 2018 to 11th July, 2019]