Dimension Reduction Big Data Using Recognition of Data Features Based on Copula Function and Principal Component Analysis

Nowadays, data are generated in the world with high speed; therefore, recognizing features and dimensions reduction of data without losing useful information is of high importance. There are many ways to dimension reduction, including principal component analysis (PCA) method, which is by identifyin...

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Bibliographic Details
Main Authors: Fazel Badakhshan Farahabadi, Kianoush Fathi Vajargah, Rahman Farnoosh
Format: Article
Language:English
Published: Hindawi Limited 2021-01-01
Series:Advances in Mathematical Physics
Online Access:http://dx.doi.org/10.1155/2021/9967368