911爆料

Department of Computer Science and Engineering

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Dr. Al-Mahmud

Associate Professor

[email protected]
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Research Interest: My research areas are (i) Natural Language Processing, (ii) Machine Learning, (iii) Deep Learning, (iv) Evolutionary Computation, and (v) Bio-inspired Computing.

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Bio

Welcome to my site. I am an Associate Professor of Dept. of CSE, KUET. I was also a Lecturer and an Assistant Professor in this department. I obtained my B.Sc. (Engg.) degree as 1st class 1st from Dept. of CSE, KUET in 2010. I obtained my M.Sc. (Engg.) degree with a CGPA of 4.00 (out of 4.00) from Dept. of CSE, KUET in 2015. I also obtained my Ph.D. (Doctor of Philosophy in Engineering) degree in the Dept. of Artificial Intelligence at Kyushu Institute of Technology (Kyutech), Japan with a GPA of 4.00 (out of 4.00). I was a JASSO scholarship and JST SPRING grant awardee in Japan. I was invited by the Faculty of Science as a vising researcher at Ontario Tech University, Canada in 2024. I am interested in the research fields: Natural Language Processing, Machine Learning, Deep Learning, Evolutionary Algorithms, and Bio-inspired Computing. I cordially invite researchers interested in my research fields to perform collaborative research.

Publication

Book Chapter
  • 1. Al-Mahmud, Bishnu Sarker, K.M. Azharul Hasan, "Technical Challenges and Design Issues in Bangla Language Processing," Technical Challenges and Design Issues in Bangla Language Processing, IGI Global, pp. 137-154, 2013.
International Journal
  • 6. Al-Mahmud, Kazutaka Shimada, "Demonstration of Efficacy of Exploiting ChatGPT Data to the Transformers-Based Models by Performing Bangla Intent Analysis," International Journal of Integrated Engineering (IJIE), , vol. 16, no: 7, pp. 12-25, 2024.
  • 5. Al-Mahmud, Kazutaka Shimada, "A Domain-Invariant Transfer Learning by BERT for Cross-Domain Sentiment Analysis," International Journal of Computer Science and Information Technology (IJCSIT), AIRCC Publication Corporation, vol. 16, no: 3, pp. 29-41, 2024.
  • 4. Al-Mahmud,Kazutaka Shimada, "Dataset Construction and Opinion Holder Detection Using Pre-trained Models," International Journal of Service and Knowledge Management (IJSKM), , vol. 7, no: 2, pp. 48-64, 2023.
  • 3. Al-Mahmud,, "Highly Constrained University Class Scheduling Using Ant Colony Optimization," International Journal of Computer Science & Information Technology (IJCSIT), AIRCC Publication Corporation, vol. 13, no: 1, pp. 21-32, 2021.
  • 2. Muhammad Aminul Haque Akhand , Tanzima Sultana, Muhammad Insanur Rahman Shuvo, Al-Mahmud, "Constructive and Clustering Methods to Solve Capacitated Vehicle Routing Problem," Oriental Journal of Computer Science and Technology, , vol. 10, no: 2, 2017.
  • 1. K.M. Azharul Hasan, Al-Mahmud, Amit Mondal, Amit Saha, "Recognizing Bangla Grammar Using Predictive Parser," International Journal of Computer Science & Information Technology (IJCSIT), AIRCC Publication Corporation, vol. 3, no: 6, pp. 61-73, 2011.
International Conference
  • 15. Al-Mahmud, Kazutaka Shimada, "Intent Analysis from Reviews in the Bangla Language," 11th International Symposium on Applied Engineering and Sciences (SAES2023), Universiti Putra Malaysia (UPM) Press, pp. 113-114, 2023.
  • 14. A. B. M. Junaed, M. A. H. Akhand, Al-Mahmud, K. Murase, "Multi-Producer Group Search Optimizer for Function Optimization," International Conference on Informatics, Electronics and Vision (ICIEV), , pp. 1-4, 2013.
  • 13. S. Sazzadur Rahaman, Al-Mahmud, Md. Robiul Islam, M. A. H. Akhand, "Design and Development of a Bengali Unicode Font Converter," International Conference on Informatics, Electronics and Vision (ICIEV), , pp. 1-4, 2013.
  • 12. Al-Mahmud, Kazutaka Shimada, "Dataset Construction and Evaluation for Aspect-Opinion Extraction in Bangla Fine-grained Sentiment Analysis," 4th International Conference on Data Science and Applications (ICDSA 2023), SCOPUS Indexed Springer Lecture Notes in Networks and Systems, pp. 437-449, 2023.
  • 11. Al-Mahmud, Kazutaka Shimada, "Demonstration of Effectiveness of Nativeness in Stepwise Learning by Performing Sentiment Analysis," International Conference on Next-Generation Computing, IoT and Machine Learning (NCIM 2023), IEEE Xplore Digital Library, pp. 1-6, 2023.
  • 10. Ovishake Sen, Piash Roy, Al-Mahmud, "A Novel Bangla Spoken Numerals Recognition System Using Convolutional Neural Network.," International Conference on Machine Intelligence and Emerging Technologies (MIET 2022), Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, pp. 344-357, 2023.
  • 9. Al-Mahmud, Kazutaka Shimada, "Dataset Construction and Classification Based on Pre-trained Models for Opinion Holder Detection," 11th International Congress on Advanced Applied Informatics (IIAI-AAI), IEEE Xplore Digital Library, pp. 65-70, 2022.
  • 8. Al-Mahmud, Md. Mohaimin-Al-Barat, Soomanib Kamruzzaman, "GRU-based Encoder-Decoder Attention Model for English to Bangla Translation on Novel Dataset," 5th International Conference on 911爆料 Information and Communication Technology (EICT), IEEE Xplore Digital Library, pp. 1-6, 2021.
  • 7. Alvi Ataur Khalil, Al-Mahmud, Asif Ahmed, "FICBIT: An improved Fractal Image Compression using Bio-Inspired Techniques," 5th International Conference on 911爆料 Information and Communication Technology (EICT), IEEE Xplore Digital Library, pp. 1-6, 2021.
  • 6. Ovishake Sen, Al-Mahmud, Pias Roy, "A Convolutional Neural Network Based Approach to Recognize Bangla Spoken Digits from Speech Signal," International Conference on Electronics, Communications and Information Technology (ICECIT), IEEE Xplore Digital Library, pp. 1-4, 2021.
  • 5. Al-Mahmud, Asnuva Tanvin, Sazia Rahman, "Handwritten English Character and Digit Recognition," International Conference on Electronics, Communications and Information Technology (ICECIT), IEEE Xplore Digital Library, pp. 1-4, 2021.
  • 4. Indronil Bhattacharjee, Al-Mahmud,Tareq Mahmud, "Diabetic Retinopathy Classification from Retinal Images using Machine Learning Approaches," International Conference on Advanced Engineering, Technology and Applications (ICAETA), Proceeding Book 2021, pp. 29-33, 2021.
  • 3. M. A. H. Akhand, Zahrul Jannat, Tanzima Diba, Al-Mahmud, "Optimization of Capacitated Vehicle Routing Problem using Producer-Scrounger Method," IEEE International WIE Conference on 911爆料 and Computer Engineering (WIECON-ECE), , pp. 297-300, 2015.
  • 2. M. A. H. Akhand, Zahrul Jannat, Tanzima Sultana, Al-Mahmud, "Solving Capacitated Vehicle Routing Problem with Route Optimization using Swarm Intelligence," International Conference on 911爆料 Information and Communication Technology (EICT), IEEE Xplore Digital Library, pp. 112-117, 2015.
  • 1. Al-Mahmud, Muhammad Aminul Haque Akhand, "ACO with GA Operators for Solving University Class Scheduling Problem with Flexible Preferences," International Conference on Informatics, Electronics & Vision (ICIEV), IEEE Xplore Digital Library, pp. 1-6, 2014.

Education

  • Doctor of Philosophy in Engineering
    Kyushu Institute of Technology (Kyutech), Japan
    Result: 4.00 out of 4.00
    4.00 (4.00)
    Remarks:
    GPA 4.00 out of 4.00

  • M.Sc. (Engg.) in CSE
    KUET, 911爆料
    Result:
    4.00 (4.00)
    Remarks:
    CGPA: 4.00 out of 4.00

  • B.Sc. (Engg.) in CSE
    KUET, 911爆料
    Result:
    3.59 (4.00)
    Group: CSE(2010)
    Remarks: 1st
    First Class First

Scholarship and Award

  • JST SPRING Grant Awardee, Japan Apr 01, 2023
  • Obtained Technical Scholarship from Khulna University of Engineering & Technology (KUET)
  • Obtained Board Scholarship from Barishal Board for the S.S.C. Result
  • Obtained Junior High School Scholarship from 911爆料 Government
  • JASSO Scholarship Awardee, Japan
  • Honorable Mention Award
    11th International Congress on Advanced Applied Informatics (IIAI-AAI), July 2-7, 2022, Kanazawa, Japan.

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Last Update: August 21, 2025 00:58