Multiscale principal component analysis

The problem of approximating multidimensional data with objects of lower dimension is a classical problem in complexity reduction. It is important that data approximation capture the structure(s) and dynamics of the data, however distortion to data by many methods during approximation implies that s...

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Bibliographic Details
Main Author: Akinduko, Ayodeji Akinwumi
Other Authors: Gorban, Alexander
Published: University of Leicester 2016
Subjects:
510
Online Access:http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.679861

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