CANONICAL CORRELATION PARTIAL LEAST SQUARES

Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

3 Scopus Citations
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Author(s)

Detail(s)

Original languageEnglish
Pages (from-to)1603-1608
Journal / PublicationIFAC Proceedings Volumes (IFAC-PapersOnline)
Volume36
Issue number16
Publication statusPublished - Sep 2003
Externally publishedYes

Conference

Title13th IFAC Symposium on System Identification (SYSID 2003)
PlaceNetherlands
CityRotterdam
Period27 - 29 August 2003

Abstract

In this paper. a novel algoritilln. referred to as Canonical Correlation Partial Least Squares or CCPLS is introduced. The core algorithm is based on the deflation procedure of partial least squares and the cost function of Canonical Correlation Analysis for detennining linear combinations of two sets of variables.

Research Area(s)

  • Correlation Coefficients, Covariance, Identification Algorithms, Least Squares Estimation, Linear Systems, Parameter Identification

Citation Format(s)

CANONICAL CORRELATION PARTIAL LEAST SQUARES. / Kruger, Uwe; Joe Qin, S.

In: IFAC Proceedings Volumes (IFAC-PapersOnline), Vol. 36, No. 16, 09.2003, p. 1603-1608.

Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review