Advanced search ?

Object

Download

Title: One-dimensional Kohonen LVQ nets for multidimensional pattern recognition

Creator:

Skubalska-Rafajłowicz, Ewa

Date:

2000

Resource Type:

artykuł

Contributor:

Rutkowska, Danuta - ed. ; Zadeh, Lotfi A. - ed.

Subtitle:

Neuro-Fuzzy and Soft Computing

Group publication title:

AMCS, volume 10 (2000)

Abstract:

A new neural network based pattern recognition algorithm is proposed. The method consists in preprocessing the multidimensional data, using a space-filling curve based transformation into the unit interval, and employing Kohonen?s vector quantization algorithms (of 80M and LVQ types) in one dimension. The space-filling based transformation preserves the theoretical Bayes risk. Experiments show that such an approach can produce good or even better error rates than the classical LVQ performed in a multidimensional space.

Publisher:

Zielona Góra: Uniwersytet Zielonogórski

Resource Identifier:

oai:zbc.uz.zgora.pl:58747

Pages:

767-778

Source:

AMCS, volume 10, number 4 (2000) ; click here to follow the link

Language:

eng

License CC BY 4.0:

click here to follow the link

Rights:

Biblioteka Uniwersytetu Zielonogórskiego

Subject and keywords:

space-filling curve pattern recognition learning vector quantization reduction of dimension

Object collections:

Last modified:

Jul 14, 2025

In our library since:

Jul 19, 2021

Number of object content hits:

131

All available object's versions:

https://www.zbc.uz.zgora.pl/publication/65526

Show description in RDF format:

RDF

Show description in OAI-PMH format:

OAI-PMH

Edition name Date
One-dimensional Kohonen LVQ nets for multidimensional pattern recognition Jul 14, 2025

Objects

Similar
AMCS, volume 18 (2008)
AMCS, volume 18 (2008)

Random projection RBF nets for multidimensional density estimation

Skubalska-Rafajłowicz, Ewa Korbicz, Józef (1951- ) - ed. Sauter, Dominique - ed.

2008
artykuł
AMCS, volume 18 (2008)
AMCS, volume 18 (2008)

Local correlation and entropy maps as tools for detecting defects in industrial images

Skubalska-Rafajłowicz, Ewa Kummert, Anton - ed. Rafajłowicz, Ewaryst - ed.

2008
artykuł
AMCS, Volume 26 (2016)
AMCS, Volume 26 (2016)

A connectionist computational method for face recognition

Pujol, Francisco A. Mora, Higinio Girona-Selva, José A. Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.

2016
artykuł
AMCS, volume 10 (2000)
AMCS, volume 10 (2000)

Classification, association and pattern completion using neural similarity based methods

Duch, Włodzislaw Adamczak, Rafał Diercksen, Geerd H.F. Rutkowska, Danuta - ed. Zadeh, Lotfi A. - ed.

2000
artykuł
AMCS, volume 28 (2018)
AMCS, volume 28 (2018)

Closest paths in graph drawings under an elastic metric

Baran, Mateusz Puig, Vicenç - ed. Sauter, Dominique - ed. Aubrun, Christophe - ed. Schulte, Horst - ed.

2018
artykuł
AMCS, volume 8 (1998)
AMCS, volume 8 (1998)

Searching for optimal experimental designs using space-filling curves

Skubalska-Rafajłowicz, Ewa Rafajłowicz, Ewaryst (1953- ) Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.

1998
artykuł
AMCS, volume 3 (1993)
AMCS, volume 3 (1993)

FFT in calculating nonparametric regression estimate based on trigonometric series

Rafajłowicz, Ewaryst (1953- ) Skubalska-Rafajłowicz, Ewa Caban, Dariusz - red.

1993
artykuł
AMCS, Volume 24 (2014)
AMCS, Volume 24 (2014)

Bivariate Hahn moments for image reconstruction

Wu, Haiyong Yan, Senlin Makowski, Ryszard - ed. Zarzycki, Jan - ed.

2014
artykuł
More

Contact details

Address

University Library
al. Wojska Polskiego 71
65-762 Zielona Góra

Phone

(+48) 68 328 21 55

E-Mail

kontakt@zbc.uz.zgora.pl

Cyprian Norwid Voivodeship and
City Public Library
al. Wojska Polskiego 9
65-077 Zielona Góra

(+48) 68 453 26 06

p.karp@biblioteka.zgora.pl

This page uses 'cookies'. More information