Author

M. Hossain

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Open access Jul 2026

An Attention-Enhanced CNN with Explainable AI for Driver Behavior Detection in Intelligent Transportation Systems

An attention-enhanced CNN integrated with Explainable Artificial Intelligence (XAI) to achieve reliable and interpretable driver behavior classification is proposed and can be applied in real-time driver monitoring applications.

A. al Mamun, Md Shahidul Islam Shabuz, Mohamed N. Rahaman et al. · Algorithms · 0 citations

Review Open access Aug 2026

Graph-Based Machine Learning for Predicting Drug–Drug Interactions: A Systematic Review

Graph-based machine learning is promising for DDI prioritization and hypothesis generation but remains insufficient for independent clinical decision-making, and future studies should use standardized benchmarks, leakage-aware validation, calibrated uncertainty, reproducible pipelines, validated explanations, and exter...

Md. Tuhin Reza, Md. Abdul Kader, Wissem Inoubli et al. · Pharmaceuticals · 0 citations