Publications Timeline

A Multi-Stage Swarm Intelligence based Optimization for Deep Feature Reduction in Metal Surface Defect Classification.

A novel Industry-5.0-aligned framework combines CNN feature extraction, PCA, and swarm intelligence optimization with classical classifiers to deliver an efficient and explainable solution for automated metal surface defect detection using minimal discriminative features.

UnderReview in Journal of Intelligent Manufacturing - Springer Nature • Dec 2025

Dual-Modality Fusion for Mango Disease Classification using Dynamic Attention Based Ensemble of Leaf & Fruit Images

A novel dynamic attention-based dual-modality fusion model that combines leaf and fruit images to improve mango disease classification .

Scientific Reports - Springer Nature • November 2025

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A Novel Framework Integrating Classical and Deep Learning Models for Prostate Cancer Detection on Imbalanced Epidemiological Dataset

A novel framework combining classical and deep learning models to detect prostate cancer effectively on an imbalanced epidemiological dataset.

UnderReview in International Journal of Computational Intelligence Systems - Springer Nature • Nov 2025

INTELLIGENT EMERGENCY VEHICLE SOUND CLASSIFICATION FOR PUBLIC SAFETY

A real-time sound-based system using ML and MFCC features is proposed to accurately detect emergency vehicle sirens in traffic, enhancing response times and urban safety.

Kashf Journal of Multidisciplinary Research • Dec 2024

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The Programmer's Path with Java

An introductory book to master the concepts of Programming Fundamentals and Object-Oriented Principles.

GoodReads | The Wise Sapiens • Sept 2023

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