• Master of Science in Computer Science and Engineering, University of Chittagong.
• Bachelor of Science in Computer Science and Engineering, University of Chittagong.

Teaching Area:

• Pattern Recognition 
• Discrete Mathematics 
• Structured Programming Language 
• Digital Logic Design 
• Machine Learning
• Object Oriented Programing
• Sytem Analysis and Design
• Mathematical Analysis for Computer Science

Research Interest

• Machine Learning
• Natural Language Processing
• Pattern Recognition and Analysis
• Deep Learning

Publications

1. Md Akash Rahman, Manoara Begum, Tanjim Mahmud, Mohammad Shahadat Hossain and Karl Andersson, “Analyzing Sentiments in eLearning: A Comparative Study of Bangla and Romanized Bangla Text Using Transformers,” IEEE Access, vol. 12, pp. 89144-89162, 3 July 2024, doi:10.1109/access.2024.3419024.
2. S Das, T Mahmud, D Islam, M Begum, A Barua, M Tarek Aziz, Eshatur Nur Showan, Lily Dey, Eipshita Chakma “Deep Transfer Learning-Based Foot No-Ball Detection in Live Cricket Match,” Hindawi, vol. 2023, no. 1, pp.1-12, Jun 20, 2023, doi.org/10.1155/2023/2398121.
3. Tanjim Mahmud, Anik Barua, Manoara Begum, Eipshita Chakma, Sudhakar Das, Nahed Sharmen, “An improved framework for reliable cardiovascular disease prediction using hybrid ensemble learning,” International Conference on Electrical, Computer and Communication           Engineering     (ECCE),  Feb  23,  2023, doi: 10.1109/ecce57851.2023.10101564.
4.  Tanjim Mahmud, Dilshad Islam, Manoara Begum, Sudhakar Das, Lily Dey, Koushick Barua, “A Decision Concept to Support House Hunting,” International Journal of Advanced Computer Science and Applications (IJACSA), vol. 13, no. 10, pp. 768-774, 2022 doi: 10.14569/ijacsa.2022.0131091
5.  Manoara Begum, Abdalla Suleiman Sufi, “Skin Cancer Classification System Using Deep Learning Approach,” Port City International University Journal, vol.8, no. (1+2), pp.11- 20, December, 2021.
6.  Md. Hafizur Rahman, Tayube Sharif Khan, Manoara Begum, “Student Performance Analyzing and Predicting Based on Machine Learning Approach,” International Conference on Sustainable Development in Technology for 4th Industrial Revolution, pp. 92-96, March 2021.
7.  Manoara Begum, Reduanul Momtaj Redoy and Anusree Das Anty, “Preterm Baby Birth Prediction using Machine Learning Techniques,” Information and Communication Technology for Sustainable Development (ICICT4SD), pp. 50-54, February 27, 2021.
8. Mst. Tuhin Akter, Manoara Begum and Rashed Mustafa, "Bengali Sentiment Analysis of E-commerce Product Reviews using K-Nearest Neighbors," International Conference on Information and Communication Technology for Sustainable Development (ICICT4SD), pp. 40-44, February 27, 2021.
9. Manoara Begum, Fujaila Shahnaj, Tahamida Akter, Nayan Kumar Nath, Yeasmin Ara Akter, “A Neural Network Based Recognition of Isolated Hand Written Basic Bangla Alphabets and Numerals Using Spatial Relationship,” Australian Journal of Business, Social Science and Information Technology (AJBSSIT), vol. 4, no. 1, 2018.

10. Manoara Begum, Nayan Kumar Nath, Tahmida Akter and Dr. Mohammad Khairul Islam, “Isolated Offline Handwritten English Digit Recognition System Using Diagonal Feature Extraction Technique”, Port City International University Journal, vol. 3, no. (1+2), pp.

    37-45, December 2017.

Email: manoara.cse@portcity.edu.bd