Dr. Farha Haneef
Educational qualification
• BE-Computer science and Engineering
• M.Tech- Computer Science and Engineering
• Ph. D- Computer Science and Engineering
Total experience
24 years
Google scholar ID: https://scholar.google.com/citations?user=j_HwYsIAAAAJ&hl=en
Orcid ID: https://orcid.org/0000-0002-7320-1394
Areas of Interest
• Machine Learning
• Cyber Security
• Artificial Intelligence
Journal and conference Publications
1. Asthana, S., Haneef, F., & Bhujade, R.K. (2011). Handwritten multiscript numeral recognition using artificial neural networks. International Journal of Soft Computing and Engineering, 1(1), 1–5.
2. Kushwaha, G.R., & Haneef, F. (2011). A Novel RSRM Algorithm for Mining Services for Better Enhancement in Small Hand Held Devices. International Journal of Computer Applications, 975, 88–87.
3. Haneef, F., Kushwaha, G.R., & Dubey, A.K. (2011, June). Analysis with data mining and ant colony algorithm for implementing of object pool optimization. In 2011 International Conference on Communication Systems and Network Technologies (pp. 313–317). IEEE.
4. Haneef, F., & Singh, S. (2017). A Feature Selection Technique for Intrusion Detection System based on IWD and ACO. International Journal of Advanced Research in Computer Science, 8(9).
5. Haneef, F., & Singh, S. (2017). Improved intrusion detection system based on optimized SVM using M-FOA. International Journal of Advanced Research and Development, 2(2), 644–650.
6. Singh, S., Haneef, F., Kumar, S., & Ongsakul, V. (2020). A framework for successful IoT adoption in agriculture sector: a total interpretive structural modelling approach. Journal for Global Business Advancement, 13(3), 382–403.
7. Agrawal, N., & Haneef, F. (2020). A Review on Image Object Segmentation Features on Various Techniques and Limitations. International Journal of Scientific Research & Engineering Trends, 6(5), Sept–Oct 2020.
8. Walke, P.P., & Haneef, F. (2021). A Survey on “Machine Translation Approaches for Indian Languages”. Turkish Journal of Computer and Mathematics Education (TURCOMAT), 12(3), 4792–4794.
9. Pathak, K.R., & Haneef, F. (2022). Human Stress and Pressure Detection Using a Machine Learning Approach with EEG Signal. Webology, 19(3).
10. Nandwalkar, B.R., & Haneef, F. (2023). Data Embeddings in Medical Applications: A Survey of Techniques and Applications. International Journal of Intelligent Systems and Applications in Engineering, 11(7s), 561–579.
11. Walke, P.P., & Haneef, F. (2024). BMIRTE: Design of a Bio-inspired Model for Improving Readability of Translated Sentences via Ensemble Operations. International Journal of Intelligent Systems and Applications in Engineering, 12(17s), 527–535.
12. Walke, P.P., & Haneef, F. (2024). TMIANE: Design of an Efficient Transformer-Based Model for Identification & Feature Analysis of Named Entities via Ensemble Operations. J. Electrical Systems, 20-1s, 338–352.
13. Nandwalkar, B.R., & Haneef, F. (2024). Harnessing the Power of Multimodal Data: Medical Fusion and Classification. Advances in Nonlinear Variational Inequalities, 27(1). https://doi.org/10.52783/anvi.v27.318
14. Nandwalkar, B.R., & Haneef, F. (2025). Integrative Multimodal Data Fusion for Medical Diagnostics: A Comprehensive Methodology. Journal of Information Systems Engineering and Management, 10(2).
15. Agrawal, D.R., & Haneef, F. (2025). Eye Blinking Feature Processing Using Convolutional Generative Adversarial Network for Deep Fake Video Detection. Transactions on Emerging Telecommunications Technologies, 36(3). https://doi.org/10.1002/ett.70083