Tashreef Muhammad

According to our database, Tashreef Muhammad authored at least 13 papers between 2022 and 2025.

Collaborative distances:

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

2025

BIDWESH: A Bangla Regional Based Hate Speech Detection Dataset.

Azizul Hakim Fayaz, MD. Shorif Uddin, Rayhan Uddin Bhuiyan, Zakia Sultana, Md. Samiul Islam, Bidyarthi Paul, Tashreef Muhammad, Shahriar Manzoor

CoRR, July, 2025

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

CoRR, May, 2025

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

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

CoRR, May, 2025

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 Islam

CoRR, April, 2025

ANCHOLIK-NER: A Benchmark Dataset for Bangla Regional Named Entity Recognition.

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

CoRR, February, 2025

Bridging Dialects: Translating Standard Bangla to Regional Variants Using Neural Models.

Md. Arafat Alam Khandaker, Ziyan Shirin Raha, Bidyarthi Paul, Tashreef Muhammad

CoRR, January, 2025

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, Tashreef Muhammad

CoRR, January, 2025

Lightweight Echo State Network for Vehicular Network Intrusion Detection: A Reservoir Computing Approach.

Mahbubul Haq Bhuiyan, Khorshed Alam, Tashreef Muhammad, Mohammad Ashraful Hoque

Proceedings of the 101st IEEE Vehicular Technology Conference, 2025

2024

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

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

Proceedings of the 3rd International Conference on Computing Advancements, 2024

2023

Transformer-Based Deep Learning Model for Stock Price Prediction: A Case Study on Bangladesh Stock Market.

Tashreef Muhammad, Anika Bintee Aftab, Muhammad Ibrahim, Md. Mainul Ahsan, Maishameem Meherin Muhu, Shahidul Islam Khan, Mohammad Shafiul Alam

Int. J. Comput. Intell. Appl., September, 2023

Vashantor: A Large-scale Multilingual Benchmark Dataset for Automated Translation of Bangla Regional Dialects to Bangla Language.

Fatema Tuj Johora Faria, Mukaffi Bin Moin, Ahmed Al Wase, Mehidi Ahmmed, Md. Rabius Sani, Tashreef Muhammad

CoRR, 2023

2022

An Approach of Adjusting the Switch Probability based on Dimension Size: A Case Study for Performance Improvement of the Flower Pollination Algorithm.

Tahsin Aziz, Tashreef Muhammad, Md. Rashedul Karim Chowdhury, Mohammad Shafiul Alam

CoRR, 2022

Can Transformer Models Effectively Detect Software Aspects in StackOverflow Discussion?

Nibir Chandra Mandal, Tashreef Muhammad, G. M. Shahariar

Proceedings of the Machine Intelligence and Emerging Technologies, 2022