A hierarchical multi-class classification system for face and text datasets

A hierarchical multi-class classification system for face and text datasets

In an era of rapidly growing multimedia data, the need for robust and efficient classification systems has become critical, specifically the identification of class names and poses or styles. This study provides an understanding of the organization of data, and feature selection (i.e., edge) using t...

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Bibliographic Details
Main Authors: Ashish Saini, Nasib Singh Gill, Preeti Gulia, Khushwant Singh, Fernando Moreira
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-06-01
Series:Frontiers in Computer Science
Subjects:
data mining
support vector machine
Bayes classifier
k-nearest neighbor
machine learning
Online Access:https://www.frontiersin.org/articles/10.3389/fcomp.2025.1550453/full
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