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Bargiela (Bargieła), Andrzej (1954-) ; Pedrycz, Witold (1953– )
Raport Badawczy = Research Report ; RB/56/2001
Instytut Badań Systemowych. Polska Akademia Nauk ; Systems Research Institute. Polish Academy of Sciences
30 pages ; 21 cm ; Bibliography p. 29-30
The study is devoted to a granular analysis of data. A new clustering algorithm has been developed to organize the data results into a collection of information granules - hyperbox. The structure of clusters is described. A number of indices describing hyperboxes and expressing relationships between such information boundaries are discussed. It is also shown how the resulting family of the information granules is a concise descriptor of the structure of the data – a granular signature of the data. The properties of the features that are manifested in the setting of the information granules were investigated. Numerical exeperiments are carried out based on two-dimensional synthetic data as well as multivariable Boston data available on the WWW.
Raport Badawczy = Research Report
Creative Commons Attribution BY 4.0 license
Copyright-protected material. [CC BY 4.0] May be used within the scope specified in Creative Commons Attribution BY 4.0 license, full text available at: ; -
Systems Research Institute of the Polish Academy of Sciences
Library of Systems Research Institute PAS
Oct 19, 2021
Jun 30, 2020
82
https://rcin.org.pl./publication/162659
Edition name | Date |
---|---|
RB-2001-56 : Pedrycz Witold, Bargiela (Bargieła) Andrzej : Granular clustering: a granular signature of data | Oct 19, 2021 |
Grzegorzewski, Przemysław (1963– ) Ostrycharz, Małgorzata
Hryniewicz, Olgierd (1948– ) Karpiński, Janusz
Mazurkiewicz, Ludwik
Kacprzyk, Janusz (1947– ) Zadrożny, Sławomir
Kacprzyk, Janusz (1947– ) Zadrożny, Sławomir
Jakubczak, Michał Budziszewski, Janusz Leloch, Michał Gryczewska, Natalia Szeliga, Marcin Kot, Małgorzata
Pedrycz, Witold (1953– ) Succi, Giancarlo