Moving archetypes

Adele Cutler; Emily Stone

doi:10.1016/S0167-2789(97)84209-1

Moving archetypes

Adele Cutler
, Emily Stone

Mathematical Sciences

Utah State University

Research output: Contribution to journal › Article › peer-review

14 Scopus citations

Abstract

We introduce a variation of the statistical method archetypal analysis (Cutler and Breiman, 1994) that tracks moving structures, such as traveling waves or solitons, in a data set. By using this method the traveling part of the motion is separated from the stationary (or semi-stationary) pattern.

Original language	English
Pages (from-to)	1-16
Number of pages	16
Journal	Physica D: Nonlinear Phenomena
Volume	107
Issue number	1
DOIs	https://doi.org/10.1016/S0167-2789(97)84209-1
State	Published - 1997

Funding

This research is partially supported by the National Science Foundation, grant No. DMS 9622642.

Funder number
DMS 9622642

Keywords

Archetypal analysis
Archetypes
Coherent structures
Dynamical systems
Principal components

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10.1016/S0167-2789(97)84209-1

Cite this

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title = "Moving archetypes",

abstract = "We introduce a variation of the statistical method archetypal analysis (Cutler and Breiman, 1994) that tracks moving structures, such as traveling waves or solitons, in a data set. By using this method the traveling part of the motion is separated from the stationary (or semi-stationary) pattern.",

keywords = "Archetypal analysis, Archetypes, Coherent structures, Dynamical systems, Principal components",

author = "Adele Cutler and Emily Stone",

note = "Funding Information: This research is partially supported by the National Science Foundation, grant No. DMS 9622642.",

year = "1997",

doi = "10.1016/S0167-2789(97)84209-1",

language = "English",

volume = "107",

pages = "1--16",

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T1 - Moving archetypes

AU - Cutler, Adele

AU - Stone, Emily

N1 - Funding Information: This research is partially supported by the National Science Foundation, grant No. DMS 9622642.

PY - 1997

Y1 - 1997

N2 - We introduce a variation of the statistical method archetypal analysis (Cutler and Breiman, 1994) that tracks moving structures, such as traveling waves or solitons, in a data set. By using this method the traveling part of the motion is separated from the stationary (or semi-stationary) pattern.

AB - We introduce a variation of the statistical method archetypal analysis (Cutler and Breiman, 1994) that tracks moving structures, such as traveling waves or solitons, in a data set. By using this method the traveling part of the motion is separated from the stationary (or semi-stationary) pattern.

KW - Archetypal analysis

KW - Archetypes

KW - Coherent structures

KW - Dynamical systems

KW - Principal components

UR - https://www.scopus.com/pages/publications/0007854155

U2 - 10.1016/S0167-2789(97)84209-1

DO - 10.1016/S0167-2789(97)84209-1

M3 - Article

AN - SCOPUS:0007854155

SN - 0167-2789

VL - 107

SP - 1

EP - 16

JO - Physica D: Nonlinear Phenomena

JF - Physica D: Nonlinear Phenomena

IS - 1

ER -

Moving archetypes

Abstract

Funding

Keywords

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