Artificial Intelligence, Machine Learning, Deep Learning, Federated Learning, Image Processing

Working as reviewer for many international journals and conferences.

1. Farida Siddiqi Prity. “Nature-Inspired optimization algorithms for enhanced load balancing in cloud computing: A comprehensive review with taxonomy, comparative analysis, and future trends”. Swarm and Evolutionary Computation (2025). Link: https://www.sciencedirect.com/science/article/abs/pii/S2210650225002111

2. Farida Siddiqi Prity, Md Mubarak Hossain, Md Maruf Hossain, Md Shihab Uddin, Md Rabiul Islam, Mirza Raquib, Md Rehan Ali, KM Aslam Uddin. “Artificial intelligence-powered environmental sound recognition with explainable AI techniques”. Iran Journal of Computer Science. Springer.

3. 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

4. Farida Siddiqi Prity, Mirza Raquib, Saydul Akbar Murad, Md Jubayar Rafi, Md Khairul Bhuiyan, Anupam Kumar Bairagi. “Neural Network‐Based Study for Rice Leaf Disease Recognition and Classification: A Comparative Analysis Between Feature‐Based Model and Direct Imaging Model” Food Science & Nutrition. Link: https://onlinelibrary.wiley.com/doi/full/10.1002/fsn3.71350

5. 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  

6. 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 

7. 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 

8. 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 

9. 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 

10. 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

11. Farida Siddiqi Prity, Md Rehan Ali, Mostafejur Rahman, Mirza Raquib, Md Maruf Hossain, Md Mubarak Hossain, KM Aslam Uddin. “Integrating explainable AI with machine learning for reliable autism spectrum disorder diagnosis”. Human-Intelligent Systems Integration. Link: https://link.springer.com/article/10.1007/s42454-025-00087-7

12. Piata Binta Naher, Farida Siddiqi Prity, KM Aslam Uddin, Mohammad Amzad Hossain, Abidur Rahaman. “Machine learning–based prediction model for oxygen requirement in hospitalized COVID-19 patients”. Human-Intelligent Systems Integration. Link: https://link.springer.com/article/10.1007/s42454-025-00080-0

13. 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 

14. 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 

15. 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 

16. 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

17. VashaNet-V2: Bangla Handwritten Character Recognition Using a Novel Deep Convolutional Neural Network and an Extended Original Dataset. 2nd International Conference on Machine Intelligence and Emerging Technologies (MIET 2024)

Data Communication

Computer networking

Structured Programming

Object Oriented Programming

Computer Architecture

Discrete Mathematics

Applied Cryptography

Digital Logic Design

Artificial Intelligence

Machine Learning

1. ICT ministry Fellowship

2. NST fellowship

3. Deans Award