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Published in:

Volume 7 Issue 11
November-2020
eISSN: 2349-5162

Unique Identifier

JETIR2011029

Page Number

180-182

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Title

Singular value decomposition and its applications

ISSN

2349-5162

Cite This Article

"Singular value decomposition and its applications ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.7, Issue 11, page no.180-182, November-2020, Available :http://www.jetir.org/papers/JETIR2011029.pdf

Abstract

Singular value decomposition (SVD) is an algebraic tool deals with singular matrices or that are much closed to singular ones. We know that SVD offers significant properties in science and engineering particularly in data science and signal processing. Here in this paper, we will discuss the importance of SVD and its applications. Also, we will present some of its properties that have not been utilized properly, say its properties in various image applications are at its early stage. This paper presents in using various properties of SVD and some new contributions that were originated from SVD properties analysis. Our aim is to highlight the importance of SVD and its applications in data science and point out its various features and important applications and forecast its future research directions.

Key Words

Singular value decomposition; fault diagnosis; signal processing and image processing.

Cite This Article

"Singular value decomposition and its applications ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.7, Issue 11, page no. pp180-182, November-2020, Available at : http://www.jetir.org/papers/JETIR2011029.pdf

Publication Details

Published Paper ID: JETIR2011029
Registration ID: 303144
Published In: Volume 7 | Issue 11 | Year November-2020
DOI (Digital Object Identifier):
Page No: 180-182
ISSN Number: 2349-5162

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Cite This Article

"Singular value decomposition and its applications ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.7, Issue 11, page no. pp180-182, November-2020, Available at : http://www.jetir.org/papers/JETIR2011029.pdf




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