Dimensionality Reduction: Challenges and Solutions

The use of dimensionality reduction techniques is a keystone for analyzing and interpreting high dimensional data. These techniques gather several data features of interest, such as dynamical structure, input-output relationships, the correlation between data sets, covariance, etc. Dimensionality re...

Full description

Bibliographic Details
Main Authors: Ahmad Noor, Nassif Ali Bou
Format: Article
Language:English
Published: EDP Sciences 2022-01-01
Series:ITM Web of Conferences
Subjects:
Online Access:https://www.itm-conferences.org/articles/itmconf/pdf/2022/03/itmconf_icaie2022_01017.pdf