92 citations · 120 across the 16 of their papers we have counts for
7 papers · 1 filter
BIDWESH: A Bangla Regional Based Hate Speech Detection Dataset
Azizul Hakim Fayaz, MD. Shorif Uddin, Rayhan Uddin Bhuiyan +5
Hate speech on digital platforms has become a growing concern globally, especially in linguistically diverse countries like Bangladesh, where regional dialects play a major role in…
An Exploratory Approach Towards Investigating and Explaining Vision Transformer and Transfer Learning for Brain Disease Detection
Shuvashis Sarker, Shamim Rahim Refat, Faika Fairuj Preotee +3
The brain is a highly complex organ that manages many important tasks, including movement, memory and thinking. Brain-related conditions, like tumors and degenerative disorders, ca…
An Approach Towards Identifying Bangladeshi Leaf Diseases through Transfer Learning and XAI
Faika Fairuj Preotee, Shuvashis Sarker, Shamim Rahim Refat +2
Leaf diseases are harmful conditions that affect the health, appearance and productivity of plants, leading to significant plant loss and negatively impacting farmers' livelihoods.…
VR-FuseNet: A Fusion of Heterogeneous Fundus Data and Explainable Deep Network for Diabetic Retinopathy Classification
Shamim Rahim Refat, Ziyan Shirin Raha, Shuvashis Sarker +4
Diabetic retinopathy is a severe eye condition caused by diabetes where the retinal blood vessels get damaged and can lead to vision loss and blindness if not treated. Early and ac…
ANCHOLIK-NER: A Benchmark Dataset for Bangla Regional Named Entity Recognition
Bidyarthi Paul, Faika Fairuj Preotee, Shuvashis Sarker +5
Named Entity Recognition (NER) in regional dialects is a critical yet underexplored area in Natural Language Processing (NLP), especially for low-resource languages like Bangla. Wh…
Bridging Dialects: Translating Standard Bangla to Regional Variants Using Neural Models
Md. Arafat Alam Khandaker, Ziyan Shirin Raha, Bidyarthi Paul +1
The Bangla language includes many regional dialects, adding to its cultural richness. The translation of Bangla Language into regional dialects presents a challenge due to signific…
Explainable AI-Enhanced Deep Learning for Pumpkin Leaf Disease Detection: A Comparative Analysis of CNN Architectures
Md. Arafat Alam Khandaker, Ziyan Shirin Raha, Shifat Islam +1
Pumpkin leaf diseases are significant threats to agricultural productivity, requiring a timely and precise diagnosis for effective management. Traditional identification methods ar…