Web application for large-scale multidimensional data visualization

Autor:	Gintautas Dzemyda, Virginijus Marcinkevičius, Viktor Medvedev
Jazyk:	angličtina
Rok vydání:	2011
Předmět:	Parallel computation dimensionality reduction computational methods optimization multidimensional data Mathematics QA1-939
Zdroj:	Mathematical Modelling and Analysis, Vol 16, Iss 2 (2011)
Druh dokumentu:	article
ISSN:	13926292 1392-6292 1648-3510
DOI:	10.3846/13926292.2011.580381
Popis:	In this paper, we present an approach of the web application (as a service) for data mining oriented to the multidimensional data visualization. This paper focuses on visualization methods as a tool for the visual presentation of large-scale multidimensional data sets. The proposed implementation of such a web application obtains a multidimensional data set and as a result produces a visualization of this data set. It also supports different configuration parameters of the data mining methods used. Parallel computation has been used in the proposed implementation to run the algorithms simultaneously on different computers.
Databáze:	Directory of Open Access Journals
Externí odkaz:	https://doaj.org/article/7cf92f3f8d244884a8bdacb733c12b37 Zobrazit plný text záznamu View record in DOAJ Plný text ve formátu PDF