CANONICAL CORRELATION PARTIAL LEAST SQUARES
Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Author(s)
Detail(s)
| Original language | English |
|---|---|
| Pages (from-to) | 1603-1608 |
| Journal / Publication | IFAC Proceedings Volumes (IFAC-PapersOnline) |
| Volume | 36 |
| Issue number | 16 |
| Publication status | Published - Sep 2003 |
| Externally published | Yes |
Conference
| Title | 13th IFAC Symposium on System Identification (SYSID 2003) |
|---|---|
| Place | Netherlands |
| City | Rotterdam |
| Period | 27 - 29 August 2003 |
Link(s)
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 journal › peer-review
