Fariya Bintay Shafi

According to our database, Fariya Bintay Shafi authored at least 5 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

A comprehensive review of convolutional neural networks: foundations, enhancements and applications.

Md. Himel Reza, Md. Noman Biswas Sibly, Shaikh Golam Rabbani, Shafayetul Huda Sadi, Md. Faysal Ahamed, Fariya Bintay Shafi, Rusab Sarmun, Muhammad E. H. Chowdhury

Neural Comput. Appl., February, 2026

Rethinking U-Net architecture in medical imaging: Advancing the efficient and interpretable UKAN-CBAM framework for colorectal polyp segmentation.

Md. Faysal Ahamed, Fariya Bintay Shafi, Md. Rabiul Islam, Md. Fahmidun Nabi, Julfikar Haider

Artif. Intell. Medicine, 2026

Fusion-driven EEG reconstruction and cognitive workload recognition using conditional diffusion and graph-based learning.

Fariya Bintay Shafi, Md. Faysal Ahamed, Amith Khandakar, Mohamed Arselene Ayari, Shahriar Islam Siyam

Adv. Eng. Informatics, 2026

2025

RoadSens-4M: A Multimodal Smartphone & Camera Dataset for Holistic Road-way Analysis.

Amith Khandakar, David G. Michelson, Shaikh Golam Rabbani, Fariya Bintay Shafi, Md. Faysal Ahamed, Khondokar Radwanur Rahman, Md. Abidur Rahman, Md. Fahmidun Nabi, Mohamed Arselene Ayari, Khaled M. Khan, Ponnuthurai Nagaratnam Suganthan

CoRR, October, 2025

Interpretable deep learning architecture for gastrointestinal disease detection: A Tri-stage approach with PCA and XAI.

Md. Faysal Ahamed, Fariya Bintay Shafi, Md. Nahiduzzaman, Mohamed Arselene Ayari, Amith Khandakar

Comput. Biol. Medicine, 2025