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Singular value decomposition and data compression techniques

This project addresses computational methods for obtaining singular values and singular vectors of matrices, focusing on the large-scale setting. Strategies of data compression based on the statistical technique of principal components analysis are our main motivation. At first, Lanczos method, whic...

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Bibliographic Details
Main Authors:	Andrade, Giovanna de, Santos, Sandra
Format:	Online
Language:	Portuguese
Published:	Universidade Estadual de Campinas 2019
Subjects:	Lanczos Method Singular value decomposition Principal component analysis
Online Access:	https://econtents.sbu.unicamp.br/eventos/index.php/pibic/article/view/1599
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