Automatic configuration of spectral dimensionality reduction methods

Michał Lewandowski; Dimitrios Makris; Jean Christophe Nebel

doi:10.1016/j.patrec.2010.05.025

Automatic configuration of spectral dimensionality reduction methods

Michał Lewandowski
, Dimitrios Makris
, Jean Christophe Nebel

Kingston University

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

Original language	English
Pages (from-to)	1720-1727
Journal	Pattern Recognition Letters
Volume	31
Issue number	12
DOIs	https://doi.org/10.1016/j.patrec.2010.05.025
Publication status	Published - Sept 2010

Keywords

dimensionality reduction
locally linear embedding
isomap
laplacian eigenmaps
mutual information
radial basis function network
preserving projections
algorithm
eigenmaps
selection
networks
Computer science and informatics

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10.1016/j.patrec.2010.05.025

http://dx.doi.org/10.1016/j.patrec.2010.05.025

Human Pose and Action Recognition
Nebel, J.-C. (CoPI), Makris, D. (CoPI), Kuo, P. (Researcher), Lewandowski, M. (Researcher), Velastin, S. A. (CoI), Nazir, S. (CoI), Santofimia, M. J. (CoI) & Del Rincon, J. M. (Researcher)
5/09/07 → 21/06/19
Project: Research & KE

Cite this

@article{12c7fe5a1bc946329177811796b11404,

title = "Automatic configuration of spectral dimensionality reduction methods",

keywords = "dimensionality reduction, locally linear embedding, isomap, laplacian eigenmaps, mutual information, radial basis function network, preserving projections, algorithm, eigenmaps, selection, networks, Computer science and informatics",

author = "Micha{\l} Lewandowski and Dimitrios Makris and Nebel, \{Jean Christophe\}",

year = "2010",

month = sep,

doi = "10.1016/j.patrec.2010.05.025",

language = "English",

volume = "31",

pages = "1720--1727",

journal = "Pattern Recognition Letters",

issn = "0167-8655",

publisher = "Elsevier B.V.",

number = "12",

}

TY - JOUR

T1 - Automatic configuration of spectral dimensionality reduction methods

AU - Lewandowski, Michał

AU - Makris, Dimitrios

AU - Nebel, Jean Christophe

PY - 2010/9

Y1 - 2010/9

KW - dimensionality reduction

KW - locally linear embedding

KW - isomap

KW - laplacian eigenmaps

KW - mutual information

KW - radial basis function network

KW - preserving projections

KW - algorithm

KW - eigenmaps

KW - selection

KW - networks

KW - Computer science and informatics

U2 - 10.1016/j.patrec.2010.05.025

DO - 10.1016/j.patrec.2010.05.025

M3 - Article

SN - 0167-8655

VL - 31

SP - 1720

EP - 1727

JO - Pattern Recognition Letters

JF - Pattern Recognition Letters

IS - 12

ER -

Automatic configuration of spectral dimensionality reduction methods

Keywords

Access to Document

Projects

Human Pose and Action Recognition

Cite this