S. Rahamat Basha

A Novel Summarization-based Approach for Feature Reduction Enhancing Text Classification Accuracy

2019 · Engineering Technology & Applied Science Research

Automatic summarization is the process of shortening one (in single document summarization) or multiple documents (in multi-document summarization). In this paper, a new feature selection method for the nearest neighbor classifier by summarizing the original …

Optimization of Quantum Dilated Convolutional Neural Networks: Image Recognition With Quantum Computing

2025 · Internet Technology Letters

ABSTRACT As computer vision tasks increasingly rely on Convolutional Neural Networks (CNNs) with ever‐expanding parameter counts, the need for computational resources for model training is growing unsustainable, surpassing traditional computing hardware's progress. To address this …