Department of Computer Science and Engineering
[email protected]
+88 01877557081
Research Interest: Machine Learning, Deep Learning, Image Processing, Federated Learning, Cloud Computing
Degree Name | Group/Major Subject | Board/Institute | Country | Passing Year |
M.Sc. in Engineering | Information and Communication Engineering, Position: 1st | Noakhali Science & Technology University | Bangladesh | 2022 |
B.Sc. in Engineering | Information and Communication Engineering, Position: 1st | Noakhali Science & Technology University | Bangladesh | 2020 |
H.Sc | Science | Noakhali Government College | Bangladesh | 2015 |
S.Sc | Science | Noakhali Govt. Girls’ High School | Bangladesh | 2013 |
Post Name | Organization | Location | From Date | To Date |
Lecturer | Shanto-mariam University of Creative Technology | Uttara, Dhaka | 04 November, 2023 | 05 January, 2025 |
Machine Learning, Deep Learning, Image Processing, Federated Learning, Cloud Computing
1) Farida Siddiqi Prity, Md Hasan Gazi, and K. M. Uddin. “A review of task scheduling in cloud computing based on nature-inspired optimization algorithm.” Cluster computing (2023): 1-31. Springer (Q1, IF=3.6, Scopus) Link: https://link.springer.com/article/10.1007/s10586-023-04090-y
2) Farida Siddiqi Prity, Nishu Nath, Antara Nath, and KM Aslam Uddin. “Neural network-based strategies for automatically diagnosing of COVID-19 from X-ray images utilizing different feature extraction algorithms.” Network Modeling Analysis in Health Informatics and Bioinformatics 12, no. 1 (2023): 28. Springer (Q3, IF=2, Scopus). Link: https://link.springer.com/article/10.1007/s13721-023-00423-4
3) Farida Siddiqi Prity, Hasan, M.M., Saif, S.H., Hossain, M.M., Bhuiyan, S.H., Islam, M.A. and Lavlu, M.T.H., 2024. Enhancing Agricultural Productivity: A Machine Learning Approach to Crop Recommendations. Human-Centric Intelligent Systems, pp.1-14. Springer. Link: https://link.springer.com/article/10.1007/s44230-024-00081-3
4) Farida Siddiqi Prity, Uddin, K.A. and Nath, N., 2023. Exploring swarm intelligence optimization techniques for task scheduling in cloud computing: algorithms, performance analysis, and future prospects. Iran Journal of Computer Science, pp.1-22. Springer. (Q4, Scopus). Link: https://link.springer.com/article/10.1007/s42044-023-00163-8
5) Farida Siddiqi Prity and Hossain, M.M., 2024. A comprehensive examination of load balancing algorithms in cloud environments: a systematic literature review, comparative analysis, taxonomy, open challenges, and future trends. Iran Journal of Computer Science, pp.1-36. Springer. (Q4, Scopus). Link: https://link.springer.com/article/10.1007/s42044-024-00183-y
6) Farida Siddiqi Prity, Hasan, A.J., Anik, M.M.H., Hossain, R., Hossain, M.M., Bhuiyan, S.H., Islam, M.A. and Lavlu, M.T.H., 2024. RvXmBlendNet: A Multi-architecture Hybrid Model for Improved Skin Cancer Detection. Human-Centric Intelligent Systems, pp.1-26. Springer.Link: https://link.springer.com/article/10.1007/s44230-024-00083-1
7) Farida Siddiqi Prity, Md Shahidul Islam, Emran Hossain Fahim, Md. Maruf Hossain, Sazzad Hossain Bhuiyan, Md. Ariful Islam, Mirza Raquib. “Machine Learning-Based Cyber Threat Detection: An Approach to Malware Detection and Security with Explainable AI Insights”. Human-Intelligent Systems Integration. Springer (Accepted). Link: https://link.springer.com/article/10.1007/s42454-024-00055-7
8) Uddin KM Aslam, Farida Siddiqi Prity, Maisha Tasnim, Sumiya Nur Jannat, Mohammad Omar Faruk, Jahirul Islam, Saydul Akbar Murad, Apurba Adhikary, and Anupam Kumar Bairagi. “Machine Learning-Based Screening Solution for COVID-19 Cases Investigation: Socio-Demographic and Behavioral Factors Analysis and COVID-19 Detection.” Human-Centric Intelligent Systems (2023): 1-20. Springer.Link: https://link.springer.com/article/10.1007/s44230-023-00049-9
9) Khan Md Ashikur Rahman, Faria Afrin, Farida Siddiqi Prity, Ishtiaq Ahammad, Sharmin Fatema, Ratul Prosad, Mohammad Kamrul Hasan, and Main Uddin. “An effective approach for early liver disease prediction and sensitivity analysis.” Iran Journal of Computer Science (2023): 1-19. Springer. (Q4, Scopus). Link: https://link.springer.com/article/10.1007/s42044-023-00138-9
10) Fatema, Sharmin, Md Ashikur Rahman Khan, Farida Siddiqi Prity, M. Belal Hossain, Md Sabbir Ejaz, and Md Ahnaf Saad Khan. “Detection of estuarine benthic macroinvertebrates communities using artificial neural network.” International Journal of Information Technology (2023): 1-10. Springer (Q2, Scopus). Link: https://link.springer.com/article/10.1007/s41870-023-01554-7
11) Hossain Md Imam, Mehadi Hasan Maruf, Md Ashikur Rahman Khan, Farida Siddiqi Prity, Sharmin Fatema, Md Sabbir Ejaz, and Md Ahnaf Sad Khan. “Heart disease prediction using distinct artificial intelligence techniques: performance analysis and comparison.” Iran Journal of Computer Science (2023): 1-21. Springer. (Q4, Scopus). Link: https://link.springer.com/article/10.1007/s42044-023-00148-7
- Dean Awards
- NST Fellowship
- ICT Ministry Fellowship
Journal Reviewer in many international Journal