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Brief Review of Self-Organizing Maps (CROSBI ID 648281)

Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija

Miljković, Dubravko Brief Review of Self-Organizing Maps // MIPRO 2017 - CTS (conference CD) / Petar Biljanović (ur.). Rijeka, 2017. str. 1252-1257

Podaci o odgovornosti

Miljković, Dubravko

engleski

Brief Review of Self-Organizing Maps

As a particular type of artificial neural networks, self-organizing maps (SOMs) are trained using an unsupervised, competitive learning to produce a low- dimensional, discretized representation of the input space of the training samples, called a feature map. Such a map retains principle features of the input data. Self-organizing maps are known for its clustering, visualization and classification capabilities. In this brief review paper basic tenets, including motivation, architecture, math description and applications are reviewed.

self-organizing maps, neural networks, clustering, visualization, classification

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Podaci o prilogu

1252-1257.

2017.

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objavljeno

978-953-233-093-9

Podaci o matičnoj publikaciji

MIPRO 2017 - CTS (conference CD)

Petar Biljanović

Rijeka:

Podaci o skupu

MIPRO 2017

predavanje

22.05.2017-26.05.2017

Opatija, Hrvatska

Povezanost rada

Elektrotehnika, Računarstvo