Publications

Journal articles, conference papers, book chapters, and preprints. Each entry links to its source. Preprints are labeled separately.

Google Scholar | ORCID

TAHAF architecture: dual encoders, three-scale attention fusion and five trait outputs.

Journal article

Trait-Adaptive Hierarchical Attention Fusion of RGB-D data for automated lettuce phenotyping in hydroponic systems

Computers and Electronics in Agriculture

September 2026

Two-stage feature selection and explainable PCOS prediction workflow, Figure 1.

Journal article

A Two‐Stage Hybrid Feature Selection and Ensemble Learning Framework With Explainable AI for Accurate PCOS Prediction

Health Science Reports

September 2026

Alzheimer's prediction workflow, Figure 5.

Journal article

Performance-optimized Alzheimer’s detection using machine learning with SMOTE and randomized hyperparameter tuning

Discover Artificial Intelligence

January 2026

Preprint

SOA-DETR: Small Object Attention with DINOv2 Backbone for Bird vs. Drone Detection Across Varying Dataset Scales

SSRN (preprint)

2026

Preprint

Adaptive Correspondence Learning for Multi-View Fusion of 3D Gaussian Reconstructions for Non-Invasive Strawberry Plant Phenotyping

SSRN (preprint)

2026

Brain-tumor detection architecture, Figure 1.

Journal article

An integrated deep learning approach for enhancing brain tumor diagnosis

Healthcare Analytics

December 2025

IG-CAM pipeline overview, Figure 1 from arXiv version 2.

Preprint

Localized Region Guidance for Class Activation Mapping in WSSS

arXiv:2509.12496 (preprint)

November 2025

Representative images of the twelve MangoClassify-12 cultivars. Image shared by Peer Research Lab.

Journal article

MangoClassify-12: A high-resolution image dataset of twelve indigenous Bangladeshi mango cultivars

Data in Brief

October 2025

FruitsMultiNet classification workflow, Figure 1.

Journal article

FruitsMultiNet: A deep neural network approach to identify fruits through multi-scale feature fusion using mobile interface

Journal of Agriculture and Food Research

August 2025

Preprint

Integrating deep CNN models for multilingual Sign Language recognition: A SignLink-based approach for Bengali and English

Research Square (preprint)

July 2025

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Publications

Trait-Adaptive Hierarchical Attention Fusion of RGB-D data for automated lettuce phenotyping in hydroponic systems

A Two‐Stage Hybrid Feature Selection and Ensemble Learning Framework With Explainable AI for Accurate PCOS Prediction

Performance-optimized Alzheimer’s detection using machine learning with SMOTE and randomized hyperparameter tuning

SOA-DETR: Small Object Attention with DINOv2 Backbone for Bird vs. Drone Detection Across Varying Dataset Scales

Adaptive Correspondence Learning for Multi-View Fusion of 3D Gaussian Reconstructions for Non-Invasive Strawberry Plant Phenotyping

An integrated deep learning approach for enhancing brain tumor diagnosis

Localized Region Guidance for Class Activation Mapping in WSSS

MangoClassify-12: A high-resolution image dataset of twelve indigenous Bangladeshi mango cultivars

FruitsMultiNet: A deep neural network approach to identify fruits through multi-scale feature fusion using mobile interface

Integrating deep CNN models for multilingual Sign Language recognition: A SignLink-based approach for Bengali and English