平博亚洲版

Department of Computer Science and Engineering

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Dr. Al-Mahmud

Associate Professor

[email protected]
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, 平博亚洲版. 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, 平博亚洲版 in 2010. I obtained my M.Sc. (Engg.) degree with a CGPA of 4.00 (out of 4.00) from Dept. of CSE, 平博亚洲版 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

Books

A. Al-Mahmud, B. Sarker and K. A. Hasan, "Technical Challenges and Design Issues in Bangla Language Processing", Technical Challenges and Design Issues in Bangla Language Processing , ISBN:9781466639706, IGI Global, pp.137-154, 2013 .
Journal
6. A. Al-Mahmud and K. 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. A. Al-Mahmud and K. 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. A. Al-Mahmud and K. 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. A. Al-Mahmud and , "Highly Constrained University Class Scheduling Using Ant Colony Optimization," International Journal of Computer Science & Information Technology (IJCSIT) , AIRCC Publication Corporation, vol. 3, no.1, pp.21-32, 2021 .
2. M. A. H. Akhand, T. Sultana, M. I. R. Shuvo and A. 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. A. Hasan, A. Al-Mahmud, A. Mondal and A. 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 .
Conference
15. A. Al-Mahmud and K. Shimada, "Intent Analysis from Reviews in the Bangla Language," 11th International Symposium on Applied Engineering and Sciences (SAES2023), Universiti Putra Malaysia (UPM) Press, 2023 , pp.113-114.
14. A. B. M. Junaed, M. A. H. Akhand, A. Al-Mahmud and K. Murase, "Multi-Producer Group Search Optimizer for Function Optimization," International Conference on Informatics, Electronics and Vision (ICIEV), 2013 , pp.1-4.
13. S. S. Rahaman, A. Al-Mahmud, M. R. Islam and M. A. H. Akhand, "Design and Development of a Bengali Unicode Font Converter," International Conference on Informatics, Electronics and Vision (ICIEV), 2013 , pp.1-4.
12. A. Al-Mahmud and K. 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, 2023 , pp.437-449.
11. A. Al-Mahmud and K. 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, 2023 , pp.1-6.
10. O. Sen, P. Roy and A. 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, 2023 , pp.344-357.
9. A. Al-Mahmud and K. 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, 2022 , pp.65-70.
8. A. Al-Mahmud, M. M. Mohaimin-Al-Barat and S. Kamruzzaman, "GRU-based Encoder-Decoder Attention Model for English to Bangla Translation on Novel Dataset," 5th International Conference on Electrical Information and Communication Technology (EICT), IEEE Xplore Digital Library, 2021 , pp.1-6.
7. A. A. Khalil, A. Al-Mahmud and A. Ahmed, "FICBIT: An improved Fractal Image Compression using Bio-Inspired Techniques," 5th International Conference on Electrical Information and Communication Technology (EICT), IEEE Xplore Digital Library, 2021 , pp.1-6.
6. O. Sen, A. Al-Mahmud and P. 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, 2021 , pp.1-4.
5. A. Al-Mahmud, A. Tanvin and S. Rahman, "Handwritten English Character and Digit Recognition," International Conference on Electronics, Communications and Information Technology (ICECIT), IEEE Xplore Digital Library, 2021 , pp.1-4.
4. I. Bhattacharjee, A. Al-Mahmud and T. Mahmud, "Diabetic Retinopathy Classification from Retinal Images using Machine Learning Approaches," International Conference on Advanced Engineering, Technology and Applications (ICAETA), Proceeding Book 2021, 2021 , pp.29-33.
3. M. A. H. Akhand, Z. Jannat, T. Diba and A. Al-Mahmud, "Optimization of Capacitated Vehicle Routing Problem using Producer-Scrounger Method," IEEE International WIE Conference on Electrical and Computer Engineering (WIECON-ECE), 2015 , pp.297-300.
2. M. A. H. Akhand, Z. Jannat, T. Sultana and A. Al-Mahmud, "Solving Capacitated Vehicle Routing Problem with Route Optimization using Swarm Intelligence," International Conference on Electrical Information and Communication Technology (EICT), IEEE Xplore Digital Library, 2015 , pp.112-117.
1. A. Al-Mahmud and M. A. H. 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, 2014 , pp.1-6.

Education

Doctor of Philosophy in Engineering
Kyushu Institute of Technology (Kyutech),Japan (2024) Achievement: GPA 4.00 out of 4.00

M.Sc. (Engg.) in CSE
平博亚洲版,Bangladesh (2015) Achievement: CGPA: 4.00 out of 4.00

B.Sc. (Engg.) in CSE
平博亚洲版,Bangladesh (2010) Group: CSE, Merit Position: 1st, Achievement: First Class First

Scholarship and Award

  • JST SPRING Grant Awardee, Japan

  • Honorable Mention Award

    11th International Congress on Advanced Applied Informatics (IIAI-AAI), July 2-7, 2022, Kanazawa, Japan.

  • JASSO Scholarship Awardee, Japan

  • Obtained Junior High School Scholarship from Bangladesh Government

  • Obtained Board Scholarship from Barishal Board for the S.S.C. Result

  • Obtained Technical Scholarship from Khulna University of Engineering & Technology (平博亚洲版)

Research

  • My research areas are (i) Natural Language Processing, (ii) Machine Learning, (iii) Deep Learning, (iv) Evolutionary Computation, and (v) Bio-inspired Computing.

Experience

Teaching and Supervision


Last Update: 13-Sep-2024