Overview and comparative study of dimensionality reduction techniques for high dimensional data

•Examination of linear and non-linear dimensionality reduction techniques.•Selection of suitable dimensionality reduction techniques for diverse types of data (i.e., text, numeric, signals, etc.).•Investigation of open issues associated with dimensionality reduction techniques in different applicati...

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Bibliographic Details

Published in:	Information fusion Vol. 59; pp. 44 - 58
Main Authors:	Ayesha, Shaeela, Hanif, Muhammad Kashif, Talib, Ramzan
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.07.2020
Subjects:	Dimensionality reduction Features High dimensional data Linear techniques Nonlinear techniques Dimensionality reduction Nonlinear techniques Linear techniques Features High dimensional data
ISSN:	1566-2535, 1872-6305
Online Access:	Get full text
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