Frontiers

Geo-temporal analysis of land use dynamics in the Dolphin Coast, KwaZulu-Natal, South Africa, using RapidEye and PlanetScope imagery

Discipline of Geography and Environmental Sciences, University of KwaZulu-Natal, Durban, South Africa The area is also part of the uThukela Marine Protected Area and has experienced considerable LULC ...
Frontiers

Metaheuristic-based gallstone classification using rotational forest explained with SHAP

1 Electronics and Communication Engineering Discipline, Khulna University, Khulna, Bangladesh 2 Centre for Wireless Technology, CoE for Intelligent Network, Faculty of Artificial Intelligence and ...
IEEE

Utilizing Random Forests for High-Accuracy Classification in Medical Diagnostics

Abstract: In recent years, medical diagnostics has increasingly relied on machine learning techniques to improve accuracy and efficiency. Among these, the Random Forest algorithm has emerged as a ...
IEEE

FWRF: Mitigating Redundant Features in Fault Diagnosis via Feature Weighted Random Forest

Abstract: The performance of data-driven fault diagnosis methods is often impeded by irrelevant and redundant information in high-dimensional data. To address this issue, this article proposes a fault ...