Explainable AI

Advanced CNN and Explainable AI Based Architecture for Interpretable Brain MRI Analysis

Shuvashis Sarker, Shamim Rahim Refat, Faika Fairuj Preotee, Tashreef Muhammad

An Approach Towards Identifying Bangladeshi Leaf Diseases through Transfer Learning and XAI

Faika Fairuj Preotee, Shuvashis Sarker, Shamim Rahim Refat, Tashreef Muhammad, Shifat Islam

Explainable AI-Enhanced Deep Learning for Pumpkin Leaf Disease Detection: A Comparative Analysis of CNN Architectures

Md. Arafat Alam Khandaker, Ziyan Shirin Raha, Tashreef Muhammad, Shifat Islam

Improving Bangla Regional Dialect Detection Using BERT, LLMs, and XAI

Bidyarthi Paul, Faika Fairuj Preotee, Shuvashis Sarker, Tashreef Muhammad

LeafVRNet: An Explainable Feature Fusion Framework for Interpretable Plant Leaf Disease Detection

Tahsin Shuborna, Tashfia Shahid Eifa, Shahriar Hossain Arafat, Bidyarthi Paul, Mohammad Shahmidul Islam, Md Rakib Hasan

Tomatose: An Explainable Deep Learning Framework for Tomato Leaf Disease Detection

Bidyarthi Paul, Tashreef Muhammad, Faika Fairuj Preotee, Shohel Babu

An Exploratory Approach Towards Investigating and Explaining Vision Transformer and Transfer Learning for Brain Disease Detection

Shuvashis Sarker, Shamim Rahim Refat, Faika Fairuj Preotee, Shifat Islam, Tashreef Muhammad, Mohammad Ashraful Hoque

VR-FuseNet: A Fusion of Heterogeneous Fundus Data and Explainable Deep Network for Diabetic Retinopathy Classification

Shamim Rahim Refat, Ziyan Shirin Raha, Shuvashis Sarker, Faika Fairuj Preotee, MD Musfikur Rahman, Tashreef Muhammad, Mohammad Shafiul Alam