Peer-reviewed Record

Publications

A searchable record of conference papers, journal manuscripts, and accepted book chapters.

15 records

Multi-Class Heart Disease and Stroke Risk Classification Framework

Nazmul Hasan Shouvo, A. Rakin, M. S. Alom, et al.

AI-Scientist-UK 2025·2025published

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Demo visual associated with Multi-Class Heart Disease and Stroke Risk Classification Framework

Class-Weighted ResNet50 for Robust Guava Leaf Disease Classification under Real-Field Conditions

Nazmul Hasan Shouvo, A. Rakin, M. S. Alom, F. A. Jibon, A. Islam, W. H. Hridoy, M. I. Ahamed

IEEE QPAIN 2026·April 2026· pp. 1–6published

TODO: DOITODO: PDFTODO: Code

Demo visual associated with Class-Weighted ResNet50 for Robust Guava Leaf Disease Classification under Real-Field Conditions

Robust AIDS Disease Classification Using a Threshold-Optimized Weighted Ensemble and Class-Balanced Machine Learning

A. Rakin, Nazmul Hasan Shouvo, M. S. Alom, M. I. Ahamed, W. H. Hridoy, I. Al Mamoon, M. A. Awal

IEEE QPAIN 2026·April 2026· pp. 1–6published

TODO: DOITODO: PDFTODO: Code

AppleNet-B1: Explainable Auto-Reweighted EfficientNet for Apple Disease Detection

M. S. Alom, A. Al Rafee, A. Rakin, F. A. Jibon, Nazmul Hasan Shouvo, A. H. M. Kamal, M. I. Ahamed

IEEE QPAIN 2026·April 2026· pp. 1–6published

TODO: DOITODO: PDFTODO: Code

Demo visual associated with AppleNet-B1: Explainable Auto-Reweighted EfficientNet for Apple Disease Detection

TomatoNet-R50: A ResNet50-Based Deep Learning Architecture for the Detection of Tomato Leaf Disease

M. S. Alom, M. I. Ahamed, F. A. Jibon, Nazmul Hasan Shouvo, A. H. M. Kamal, A. Rakin

IEEE QPAIN 2026·April 2026· pp. 1–6published

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MangoNet-SA: A Lightweight MobileNetV2-Based Spatial Attention CNN for Robust Mango Leaf Disease Classification

M. S. Alom, A. Rakin, F. A. Jibon, Nazmul Hasan Shouvo, A. H. M. Kamal, M. I. Ahamed

IEEE QPAIN 2026·April 2026· pp. 1–6published

TODO: DOITODO: PDFTODO: Code

Explainable Eggplant Leaf Disease Classification Using Vision Transformers and Convolutional Neural Networks

A. Rakin, M. S. Alom, M. I. Ahamed, Nazmul Hasan Shouvo, I. Al Mamoon, M. A. Awal

IEEE QPAIN 2026·April 2026· pp. 1–6published

TODO: DOITODO: PDFTODO: Code

Demo visual associated with Explainable Eggplant Leaf Disease Classification Using Vision Transformers and Convolutional Neural Networks

Explainable Stacking Machine Learning Ensemble Model for Liver Disease Prediction

O. Haque, M. S. Alom, F. A. Jibon, S. K. Gain, M. M. Alum, M. A. A. Linkon, Nazmul Hasan Shouvo

IEEE ICECTE 2026·January 2026· pp. 1–6published

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Demo visual associated with Explainable Stacking Machine Learning Ensemble Model for Liver Disease Prediction

Explainable Liver Disease Prediction Using Stacking Ensemble Machine Learning

Nazmul Hasan Shouvo, A. Rakin, M. S. Alom, et al.

PECCII 2026·2026accepted

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An Efficient Scheduling Algorithm Based on Buffer Status and Queue Length to Satisfy the Real-Time Users in 5G

M. H. R. Chayon, Nazmul Hasan Shouvo, M. A. Al Mamun

IEEE ICCIT 2024·December 2024· pp. 2014–2019published

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SkinNet: Explainable Lightweight CNN Model for Skin Disease Classification

Awal, Rakin, Alom, Akhi, Nazmul Hasan Shouvo, Ahamed, Mamoon, Das

FCDS·2026in press

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Demo visual associated with SkinNet: Explainable Lightweight CNN Model for Skin Disease Classification

Variation-Based Ensemble Learning for Parkinson's Disease Prediction Using Weighted Voting and Stacking Models

Ahamed, Akhi, Nazmul Hasan Shouvo, Rakin, Alom

Engineering Reports (Wiley, IF 2.0)·2026under review

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Energy Aware Machine Learning Frameworks for Sustainable Environmental Applications

Nazmul Hasan Shouvo, TODO: Full author list

Bentham Science Publishers·2026in press

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Artificial Intelligence in Water Pollution Monitoring and Management: Methods, Challenges, and Future Directions

Nazmul Hasan Shouvo, TODO: Full author list

Bentham Science Publishers·2026in press

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Carbon Conscious Artificial Intelligence: Environmental Impact, Ethical Concerns, and Sustainable AI Frameworks

Nazmul Hasan Shouvo, TODO: Full author list

Bentham Science Publishers·2026in press

TODO: DOITODO: PDFTODO: Code