Md Gulzar Hussain
PhD Candidate | School of Software, Nanjing University of Information Science & Technology

I am currently pursuing my PhD degree in Computer Application Technology in Nanjing University of Information Science & Technology under supervision of Prof Qing Tian. I have completed my Master's degree in Computer Application Technology at Changzhou University, Jiangsu, China under supervision of Prof Ye Shiren. I served as a Lecturer in the Department of CSE, Green University of Bangladesh from January 2019 to November 2022. I have completed my undergrad study at the Green University of Bangladesh in Computer Science and Engineering.

Research Interests:

  • Natural Language Processing
  • Bangla Language Modeling and Processing
  • Machine Learning
  • Transfer Learning
17 January, 2019 - 30 November, 2022

Lecturer

Dept. of Computer Science and Engineering, Green University of Bangladesh

Conducting classes, Preparing Lesson Plans and Outcomes, Preparing class lectures and lab manuals, Resource sharing through www.piazza.com & Google Classroom, Advising assigned students throughout the semesters

18 May, 2018 - 31 October, 2018

Academic Assistant

Dept. of Computer Science and Engineering, Green University of Bangladesh

Providing academic assistance to Ms. Sumaiya Kabir, Asistant Professor, Department of CSE, Preparing Lesson Plans and Outcomes, Preparing class lectures and lab manuals, Advising assigned students throughout the semesters.

Bangla Speech Emotion Detection based on Audio Features using Machine Learning Classifiers.

Role: Principal Investigator | Grant No: GUBRG/6/2021 | May 9th 2022 to August 30th, 2023

Funded by: Center for Research Innovation and Transformation (CRIT), Green University of Bangladesh
Amount: BDT 67,000/=
Publication: BANSpEmo: A Bangla Emotional Speech Recognition Dataset.

Simplifying the Boolean Equation based on Simulation System using Karnaugh Mapping Tool in Digital Circuit Design.

Role: Co-Investigator and Research Assistant | Grant No: GUBRG/4/2019 | August 25th 2020 to December 25th 2020

Funded by: Center for Research Innovation and Transformation (CRIT), Green University of Bangladesh
Amount: BDT 40,000/=
Publication: Simplifying the Boolean Equation Based on Simulation System using Karnaugh Mapping Tool in Digital Circuit Design

Okkhor Chino (Classification of Bangla Alphabets Phoneme based on Audio Features)

Role: Co-Investigator and Research Assistant | Grant No: GUBRG/3/2019 | March 1st 2020 to December 31st 2020

Funded by: Center for Research Innovation and Transformation (CRIT), Green University of Bangladesh
Amount: BDT 40,000/=
Publication: Classification of Bangla Alphabets Phoneme based on Audio Features using MLPC & SVM.

JOURNAL ARTICLES

  1. Babe Sultana, S. M. Mirajul Hoque, Md Gulzar Hussain, Mohammad Nurul Huda "BdRegionText: resource creation and evaluation for Bangla regional text classification with machine learning", Indonesian Journal of Electrical Engineering and Computer Science, Volume 40, Issue 1, October 2025, pages 411-425. [link]
  2. Babe Sultana, Md Gulzar Hussain, Mahmuda Rahman "BanSpEmo: a Bangla audio dataset for speech emotion recognition and its baseline evaluation", Indonesian Journal of Electrical Engineering and Computer Science, Volume 37, Issue 3, March 2025, pages 2044-2057. [link]
  3. Md Gulzar Hussain, and Ye Shiren "Identifying Alzheimer Disease Dementia Levels Using Machine Learning Methods", Medical Research Archives, Volume 11, Issue 7.1, July 2023. [link]
  4. Md Gulzar Hussain, Babe Sultana, Mahmuda Rahman, Md Rashidul Hasan "Comparison Analysis of Bangla News Articles Classification using Support Vector Machine & Logistic Regression", TELKOMNIKA (Telecommunication Computing Electronics and Control) Volume 21, Issue 3, June 2023, pages 584-591. [link]
  5. Md Jahidul Islam, Md Gulzar Hussain, Babe Sultana, Mahmuda Rahman, Md Saidur Rahman, Muhammad Aminur Rahaman, "Simplifying the Boolean Equation Based on Simulation System using Karnaugh Mapping Tool in Digital Circuit Design", Green University of Bangladesh Journal of Science and Engineering (GUBJSE), vol. 7, pp. 76-84, Jul. 2021 [link].
  6. Md Gulzar Hussain, Tamim Al Mahmud, "A Technique for Perceiving Abusive Bangla Comments", Green University of Bangladesh Journal of Science and Engineering (GUBJSE), Volume 4, Issue 1, July 2017. [ResearchGate]

CONFERENCE PROCEEDINGS

  1. Md Gulzar Hussain, Babe Sultana, Md Rinku Ali, Choyon Das, and Md Sanzid Ahmed. "BnBorno-MNet: A MobileNetV2 Architecture for Bangla Handwritten Character Recognition", 2025 International Conference on Quantum Photonics, Artificial Intelligence, and Networking (QPAIN), 31 July 2025 - 02 August 2025, Rangpur, Bangladesh. [link]
  2. Babe Sultana, Mahmuda Rahman, and Md Gulzar Hussain. "An Ensemble of Machine Learning Models for Classifying Bangla-English Code-Mixed SMS as Spam or Ham", 2024 27th International Conference on Computer and Information Technology (ICCIT), 20-22 December 2024, Cox's Bazar, Bangladesh. [link]
  3. Md Rinku Ali, Choyon Das, Md Masum Billal, Mohammad Samsur Rahman, Md Gulzar Hussain, and Jiang Xingfang. "Lung Cancer Classification with Histopathological Images using Otsu’s Method and CNN", 2024 IEEE International Conference on Computing (ICOCO), 12-14, December 2024, Kuala Lumpur, Malaysia. [link]
  4. Md. Parvez Hossain, Md Atikuzzaman, Mahmuda Rahman, Md Abu Rumman Refat, and Md Gulzar Hussain. "Mirror Text Classification from Image using Machine Learning Techniques", 2024 International Conference on Multi-Strategy Learning Environment (ICMSLE), 12-13, January 2024, Dehradun, India. [link]
  5. Sajadul Islam, Nusrat Jahan Jyoti, Md. Solaiman Mia, and Md Gulzar Hussain. "Fake Website Detection Using Machine Learning Algorithms", 2023 International Conference on Digital Applications, Transformation & Economy (ICDATE), 14-16 July 2023, Miri, Malaysia. [link]
  6. Shekh Minhaz Uddin Deep, Md Mosharof Hosen and Mohimatun Nisa, Md Gulzar Hussain, and Ye Shiren. "E-Voting System Improvised by Blockchain Technology: A Case Study", 2023 International Conference on Digital Applications, Transformation & Economy (ICDATE), 14-16 July 2023, Miri, Malaysia. [link]
  7. Tamal Ahmed, Shawly Folia Mukta, Tamim Al Mahmud, Sakib Al Hasan, Md Gulzar Hussain. "Bangla Text Emotion Classification using LR, MNB and MLP with TF-IDF & CountVectorizer", 2022 26th International Computer Science and Engineering Conference (ICSEC), 21-23 December 2022, Kasetsart University, Sakon Nakhon, Thailand. [link]
  8. Sakib Al Hasan, Wang Ruiqin, and Md Gulzar Hussain. "Clustering Analysis of Bangla News Articles with TF-IDF & CV Using Mini-Batch K-Means and K-Means", 2022 IEEE International Conference on Cybernetics and Computational Intelligence (CyberneticsCom), 16-18 June, 2022, Malang, Indonesia. [link]
  9. Mehrab Zaman Chowdhury, Joy Protim, Md Gulzar Hussain, Ahmed Iqbal Pritom. "Identifying Ranked Features through Optimized Selection Procedure towards Achieving Improved Accuracy in Diabetes Detection", International Conference on Sciences and Technology (ICOSTECH), 3-4 February 2022, Batam, Indonesia. [link]
  10. Sakib Al Hasan, Md Gulzar Hussain, Joy Protim, Md Mostafizur Rahman, Nawshad Fahim, Mehrab Zaman Chowdhury, Ahmed Iqbal Pritom. "Classification of Multi-Labeled Text Articles with Reuters Dataset using SVM", International Conference on Sciences and Technology (ICOSTECH), 3-4 February 2022, Batam, Indonesia. [link]
  11. Md Gulzar Hussain, and Ye Shiren. "Recognition of Covid-19 Disease utilizing X-ray Imaging of the Chest using CNN", 2021 International Conference on Computing, Electronics & Communications Engineering (iCCECE), 16-17 August, 2021, at University of Essex, Southened Campus, UK. [link]
  12. Md Gulzar Hussain, Mahmuda Rahman, Babe Sultana, Ayesha Khatun, and Sakib Al Hasan. "Classification of Bangla Alphabets Phoneme based on Audio Features using MLPC &SVM", International Conference on Automation, Control and Mechatronics for Industry 4.0 (ACMI), 8-9 July 2021, Rajshahi, Bangladesh. [link]
  13. Md Gulzar Hussain, Md Rashidul Hasan, Mahmuda Rahman, Joy Protim and Sakib Al Hasan. "Detection of Bangla Fake News using MNB and SVM Classifier", 2020 International Conference on Computing, Electronics & Communications Engineering (iCCECE), 17-18 August, 2020, at University of Essex, Southened Campus, UK. [link]
  14. Ahmed Iqbal Pritom, Md Gulzar Hussain, Mehrab Zaman Chowdhury, Joy Protim. "A Combined Linguistic-Movement Model based Bengali Text Entry Method for Physically Handicapped People", 2020 IEEE Region 10 Symposium (TENSYMP), 05-07 June, 2020, Dhaka, Bangladesh. [link]
  15. Ayesha Khatun, Md Gulzar Hussain, Md Jahidul Islam, Sumaiya Kabir, Md Mahin. "An Emperical Framework of Idioms Translator From Bengali to English: Rule Based Approach", 2020 IEEE Region 10 Symposium (TENSYMP), 05-07 June, 2020, Dhaka, Bangladesh. [link]
  16. Mahmuda Rahman, Md Gulzar Hussain, Md Rashidul Hasan, Babe Sultana, Shamima Akter. "Detection and Segmentation of Breast Tumor from MRI Images Using Image Processing Techniques", 4th International Conference on Computing Methodologies and Communication (ICCMC 2020), 11-13, March 2020, Erode, India. [link]
  17. Tamim Al Mahmud, Md Gulzar Hussain, Sumaiya Kabir, Hasnain Ahamd and Mahmudus Sobhan. "A Keyword Based Technique to Evaluate Broad Question Answer Script", 9th International Conference on Software and Computer Applications (ICSCA 2020), February 18-21, 2020, Langkawi, Malaysia. [link]
  18. Md. Saidur Rahman, Rifat Hasib, Babe Sultana, Md Gulzar Hussain, Mahmuda Rahman and Muhammad Aminur Rahaman. "An Extensive Karnaugh Mapping Tool for Boolean Expression Simplification", International Conference On Sustainable Technologies for Industry 4.0 (STI 2019), December 24-25, 2019, at Green University of Bangladesh, Dhaka, Bangladesh. [link]
  19. Md Gulzar Hussain, Sumaiya Kabir, Tamim Al Mahmud, Ayesha Khatun and Md Jahidul Islam. "Assessment of Bangla Descriptive Answer Script Digitally", International Conference on Bangla Speech and Language Processing (ICBSLP), 27-28 September, 2019, at Shahjalal University of Science and Technology, Sylhet, Bangladesh. [link]
  20. Md Gulzar Hussain, Tamim Al Mahmud and Waheda Akthar. "An Approach to Detect Abusive Bangla Text", International Conference on Innovation in Engineering and Technology (ICIET), 27-29 December, 2018, at Dhaka University, Dhaka, Bangladesh. [link]
2024 - Present

PhD in Computer Application Technology

School of Software, Nanjing University of Information Science & Technology, Jiangsu, China

Supervisor: Prof. Qing Tian

2022 - 2024

M.Sc. in Computer Application Technology

School of Computer and Artificial Intelligence, Changzhou University, Jiangsu, China

Supervisor: Prof. Ye Shiren

2015 - 2019

B.Sc. in Computer Science and Engineering

Green University of Bangladesh, Dhaka, Bangladesh

Academic Awards

  • Selected Seven times in VC's List of Honor for excellent result
  • Selected Once in Dean's List of Honor for excellent result


    • Contest Awards

  • Placed second in team programming contest in Intra Semester Programming Contest of CSE Fest'2016
  • Placed second in individual programming contest in Intra Semester Programming Contest of CSE Fest'2015


    • Training & Certifications

    June, 2019 - September, 2019 (Three Months)

    Certification of Teaching & Learning

    Green University Center of Excellence for Teaching and Learning (GUCETL)

    Extra-curricular Activities

  • Selected as Mentor for junior students of Fall'2017, Spring'2018, Summer'2018 Semesters.
  • Selected as Programming Secretary of Green University Computer Club for 2017 & 2018 and arranged Internal Programming Contest many times.

    • My academic CV with detailed information about my professional journey, publications, and more.

    Download Full CV (PDF)