Department of Computer Science and Engineering

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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 completed my B.Sc. (Engg.) degree as 1st class 1st from Dept. of CSE, KUET in 2010. I also completed my M.Sc. (Engg.) degree with a CGPA of 4.00 (out of 4.00) from Dept. of CSE, KUET in 2015. 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. Currently, I am pursuing a Ph.D. in the Dept. of Artificial Intelligence at Kyushu Institute of Technology, Japan. I cordially invite researchers who are interested in my research fields to perform collaborative research.

Publication

Books

Al-Mahmud,A. ,Sarker,B. and Hasan,a. K. A. (2013) ," Parsing Bangla Grammar Using Context Free Grammar (CFG)", Technical Challenges and Design Issues in Bangla Language Processing , ISBN:9781466639706,IGI Global
Journal
7. (2024)  International Journal of Computer Science and Information Technology (IJCSIT), AIRCC, vol16(3)
6. (2023) , " Dataset Construction and Opinion Holder Detection Using Pre-trained Models," International Journal of Service and Knowledge Management (IJSKM), vol7(2), no.2, pp.48-64
5. (2021.) , " Highly Constrained University Class Scheduling Using Ant Colony Optimization," International Journal of Computer Science & Information Technology (IJCSIT), AIRCC Publication Corporation, vol3, no.1
4. H,A. M. A. , T,S. , R,S. M. I. and Al-Mahmud,A. (2017.) , " Constructive and Clustering Methods to Solve Capacitated Vehicle Routing Problem," Oriental Journal of Computer Science and Technology, vol10, no.2
1. Hasan,K. A. ,Al-Mahmud,A. and Saha,A. M. a. A. (2011.) , " Recognizing Bangla Grammar Using Predictive Parser," International Journal of Computer Science & Information Technology (IJCSIT), vol3(6), pp. 61 - 73.
Conference
17. (2023) , "Intent Analysis from Reviews in the Bangla Language," 11th International Symposium on Applied Engineering and Sciences (SAES2023) , Universiti Putra Malaysia (UPM) Press
16. Junaed,A. B. M. ,Akhand,M. A. H. and Murase,A. a. K. (2013) , "Multi-Producer Group Search Optimizer for Function Optimization," International Conference on Informatics, Electronics and Vision (ICIEV)
15. Rahaman,S. S. ,Al-Mahmud,A. and Akhand,M. R. I. a. M. A. H. (2013) , "Design and Development of a Bengali Unicode Font Converter," International Conference on Informatics, Electronics and Vision (ICIEV)
14. (2023.) , "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
13. (2023.) , "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
12. Sen,O. and Al-Mahmud,P. R. a. A. (2023.) , "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
11. (2022.) , "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
10. Al-Mahmud,A. and Kamruzzaman,M. M. a. S. (2021.) , "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, pp.1-6
9. Khalil,A. A. and Ahmed,A. a. A. (2021.) , "FICBIT: An improved Fractal Image Compression using Bio-Inspired Techniques," 5th International Conference on Electrical Information and Communication Technology (EICT) , IEEE Xplore Digital Library, pp.1-6
8. Sen,O. and Roy,A. a. P. (2021.) , "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
7. Al-Mahmud,A. and Rahman,A. T. a. S. (2021.) , "Handwritten English Character and Digit Recognition," International Conference on Electronics, Communications and Information Technology (ICECIT) , IEEE Xplore Digital Library, pp.1-4
6. Bhattacharjee,I. and Mahmud,A. a. T. (2021.) , "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
5. Akhand,M. A. H. ,Jannat,Z. and Al-Mahmud,T. D. a. A. (19-20 December, 2015.) , "Optimization of Capacitated Vehicle Routing Problem using Producer-Scrounger Method," IEEE International WIE Conference on Electrical and Computer Engineering (WIECON-ECE) , pp.297-300
4. Akhand,M. A. H. ,Jannat,Z. and Al-Mahmud,T. S. a. A. (10-12 December, 2015.) , "Solving Capacitated Vehicle Routing Problem with Route Optimization using Swarm Intelligence," International Conference on Electrical Information and Communication Technology (EICT) , IEEE Xplore Digital Library , pp.112-117
3. (23-24 May,2014.) , "ACO with GA Operators for Solving University Class Scheduling Problem with Flexible Preferences," International Conference on Informatics, Electronics & Vision (ICIEV) , IEEE Xplore Digital Library

Education

M.Sc. (Engg.) in CSE
KUET, (2015) Achievement: CGPA 4.00 out of 4.00
B.Sc. (Engg.) in CSE
KUET, (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 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 (KUET)

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: 19-Aug-2024