Author

Md Asraful Islam

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Open access Aug 2026

A hybrid deep learning framework for early detection and forecasting of financial crises in local government economies

BiTransAttnNet, a hybrid deep learning model for early detection and forecasting of local government financial crises, demonstrates strong generalization, robustness, and SHAP-based interpretability analysis of the original fiscal indicators, revealing that expenditure, fiscal revenue, and debt-related variables are th...

Mst Masuma Akter Semi, Md Masud Karim Rabbi, Md Asraful Islam et al. · Discover Artificial Intellig... · 0 citations

Open access Jul 2026

The role of AI in combating misinformation: leveraging text mining and social networking analysis

Results reveal that the proposed transformer–RNN hybrid effectively captures both semantic depth and temporal relationships in misinformation detection tasks.

Arafat Rohan, Md Asraful Islam, Areyfin Mohammed Yoshi et al. · Scientific Reports · 0 citations

Open access Jul 2026

Transformer-Based Multimodal Intelligence for Software Defect Detection: A Cloud-Native LLM Framework with Explainable AI for Digital Infrastructure Maintenance

This paper presents a cloud-native, transformer-based multimodal intelligence framework that integrates Large Language Model semantic encoding with deep neural learning to enable automated defect prediction and proactive maintenance of large-scale digital infrastructure.

Mst Masuma Akter Semi, Md Masud Karim Rabbi, K. Ahmed et al. · Multimedia · 0 citations