IEEE

Machine Learning Models Tailored to Resource-Constrained Environments, with a Focus on Data ...

Abstract: In the era of pervasive computing, machine learning (ML) is increasingly deployed on resource-constrained devices, such as smartphones, IoT devices, and edge nodes. This research explores ML ...
IEEE

Hybrid and Ensemble Machine Learning Models for Effective Imbalanced Data Classification

Abstract: This study explores the effectiveness of advanced machine learning models in addressing classification challenges within imbalanced datasets. In this paper, two models are developed, ...