Curvilinear component analysis and Bregman divergences.

Jigang Sun, Colin Fyfe, Malcolm Crowe

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Curvilinear Component Analysis (CCA) is an interesting flavour
of multidimensional scaling. In this paper one version of CCA is proved to
be related to the mapping found by a specific Bregman divergence and its
stress function is redefined based on this insight, and its parameter (the
neighbourhood radius) is explained.
Original languageUndefined/Unknown
Title of host publicationESANN
Publication statusPublished - 2010

Cite this

Sun, J., Fyfe, C., & Crowe, M. (2010). Curvilinear component analysis and Bregman divergences. In ESANN
Sun, Jigang ; Fyfe, Colin ; Crowe, Malcolm. / Curvilinear component analysis and Bregman divergences. ESANN. 2010.
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abstract = "Curvilinear Component Analysis (CCA) is an interesting flavourof multidimensional scaling. In this paper one version of CCA is proved tobe related to the mapping found by a specific Bregman divergence and itsstress function is redefined based on this insight, and its parameter (theneighbourhood radius) is explained.",
author = "Jigang Sun and Colin Fyfe and Malcolm Crowe",
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Sun, J, Fyfe, C & Crowe, M 2010, Curvilinear component analysis and Bregman divergences. in ESANN.

Curvilinear component analysis and Bregman divergences. / Sun, Jigang; Fyfe, Colin; Crowe, Malcolm.

ESANN. 2010.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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AU - Fyfe, Colin

AU - Crowe, Malcolm

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AB - Curvilinear Component Analysis (CCA) is an interesting flavourof multidimensional scaling. In this paper one version of CCA is proved tobe related to the mapping found by a specific Bregman divergence and itsstress function is redefined based on this insight, and its parameter (theneighbourhood radius) is explained.

M3 - Conference contribution

BT - ESANN

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Sun J, Fyfe C, Crowe M. Curvilinear component analysis and Bregman divergences. In ESANN. 2010