Journals
- Iffath, Fariha, and Marina Gavrilova. "." ARF-Net: a multi-modal aesthetic attention-based fusion. The Visual Computer (2024): 1-13.
- Iffath, F, Gavrilova, M. RAIF: A deep learning-based architecture for multi-modal aesthetic biometric system.. Comput Anim Virtual Worlds. 2023; e2163. https://doi.org/10.1002/cav.2163.
- Iffath, F., & Gavrilova, M. L. (2022).A Novel Three Stage Framework for Person Identification From Audio Aesthetic. . IEEE Access, 10, 90229-90243.
- Iffath, F., Kayes, A. S. M., Rahman, M. T., Ferdows, J., Arefin, M. S., & Hossain, M. S. (2021). Online Judging Platform Utilizing Dynamic Plagiarism Detection Facilities. Computers, 10(4), 47.
Conferences
- Iffath, F., Maisha, S. J., & Rashida, M. (2022). Comparative Analysis of Machine Learning Techniques in Classification Cervical Cancer Using Isolation Forest with ADASYN. In Proceedings of the International Conference on Big Data, IoT, and Machine Learning (pp. 15-26). Springer, Singapore.
- Rashida, M., Iffath, F., Karim, R., & Arefin, M. S. (2021, December). Trends and Techniques of Biomedical Text Mining: A Review. In International Conference on Intelligent Computing & Optimization (pp. 968-980). Springer, Cham
- Sultana, N., Mridula, D. T., Sheikh, Z., Iffath, F., & Shopon, M. (2022). Dense Optical Flow and Residual Network-Based Human Activity Recognition. In New Approaches for Multidimensional Signal Processing (pp. 163-173). Springer
- Iffath, Fariha, Lily Dey, and Marina L. Gavrilova. Enhancing Brain Tumor Diagnosis through Adaptive Feature Aggregation based Transfer Learning. 2024 IEEE 19th Conference on Industrial Electronics and Applications (ICIEA). IEEE, 2024.
- Iffath, F., Shopon, M., Ovens, K., & Gavrilova, M. L. (2024, April). A Deep Learning Approach for Semantic Similarity Prediction Between Question Pairs Using Siamese Network and Word Embedding Techniques. In 2024 IEEE 3rd International Conference on Computing and Machine Intelligence (ICMI) (pp. 1-6). IEEE.
Book Chapters
- Gavrilova, M.L., Anzum, F., Hossain Bari, A.S.M., Bhatia, Y., Iffath, F., Ohi, Q., Shopon, M. and Wahid, Z., 2022. A Multifaceted Role of Biometrics in Online Security, Privacy, and Trustworthy Decision Making. In Breakthroughs in Digital Biometrics and Forensics (pp. 303-324). Springer, Cham.
- Anzum, F., Asha, A. Z., Dey, L., Gavrilov, A., Iffath, F., Ohi, A. Q., ... & Gavrilova, M. L. (2024). A Comprehensive Review of Trustworthy, Ethical, and Explainable Computer Vision Advancements in Online Social Media.. Global Perspectives on the Applications of Computer Vision in Cybersecurity, 1-46.
Posters
- Iffath, F., & Gavrilova, M. L. (2022). User Identification Based on Musical Cognitive Peferences. CPSC Showcase, 2022. University of Calgary, Alberta.
- Iffath, F., & Gavrilova, M. L. (2022). Analysis of Human Musical Cognitive Preferences. Alberta Biomedical Engineering Conference, 2022.
- Iffath, F., & Gavrilova, M. L. (2024). Aesthetic Biometric Fusion: Residual Connection-based Deep Attention Mechanism in Multi-modal Systems. WiDS University of Calgary.