Journal Articles
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]
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]
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].
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
Md. Parvez Hossain, Md Atikuzzaman, Mahmuda Rahman, Md Abu Rumman Refat, 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. [Accepted & Presented]
Sajadul Islam, Nusrat Jahan Jyoti, Md. Solaiman Mia, 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]
Shekh Minhaz Uddin Deep, Md Mosharof Hosen and Mohimatun Nisa, Md Gulzar Hussain, 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]
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]
Sakib Al Hasan, Wang Ruiqin, 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]
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]
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]
Md Gulzar Hussain, and Ye Shiren. "Recognition of Covid-19 Disease utilizing X-ray Imaging of the Chest using CNN", In 2021 International Conference on Computing, Electronics & Communications Engineering (iCCECE), 16-17 August, 2021, at University of Essex, Southened Campus, UK, 2021. [link]
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] .
Md Gulzar Hussain, Md Rashidul Hasan, Mahmuda Rahman, Joy Protim and Sakib Al Hasan, “Detection of Bangla Fake News using MNB and SVM Classifier”, International Conference on Computing, Electronics & Communications Engineering (iCCECE), 17-18 August, 2020, at University of Essex, Southened Campus, UK. [link]
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”, IEEE Region 10 Symposium (TENSYMP) 2020, Dhaka, Bangladesh. [link]
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”, IEEE Region 10 Symposium (TENSYMP) 2020, Dhaka, Bangladesh. [link]
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]
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]
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. [link]
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. [link]
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. [link]
Manuscripts under REVIEW
1. Md Gulzar Hussain, Mahmuda Rahman, Babe Sultana, Ye Shiren, “BANSpEmo: A Bangla Emotional Speech Recognition Dataset”
2. Babe Sultana,S. M. Mirajul Hoque, Md Gulzar Hussain, Mohammad Nurul Huda, “Bangla Regional Text Classification using Machine Learning Techniques: Resource Creation and Evaluation”