Digital Library of Zielona Góra contains 9 272 digital objects
Object
Title: A complete gradient clustering algorithm formed with kernel estimators
Contributor:
Korbicz, Józef (1951- ) - red. ; Uciński, Dariusz - red.
Group publication title:
Abstract:
The aim of this paper is to provide a gradient clustering algorithm in its complete form, suitable for direct use without requiring a deeper statistical knowledge. The values of all parameters are effectively calculated using optimizing procedures. Moreover, an illustrative analysis of the meaning of particular parameters is shown, followed by the effects resulting from possible modifications with respect to their primarily assigned optimal values. ; The proposed algorithm does not demandstrict assumptions regarding the desired number of clusters, which allows the obtained number to be better suited to a realdata structure. Moreover, a feature specific to it is the possibility to influence the proportion between the number of clustersin areas where data elements are dense as opposed to their sparse regions. Finally, the algorithm - by the detection of oneelement clusters - allows identifying atypical elements, which enables their elimination or possible designation to biggerclusters, thus increasing the homogeneity of the data set.
Publisher:
Zielona Góra: Uniwersytet Zielonogórski
Resource Identifier:
DOI:
Pages:
Source:
AMCS, Volume 20, Number 1 (2010) ; click here to follow the link
Language:
License CC BY 4.0:
Rights:
Biblioteka Uniwersytetu Zielonogórskiego
Object collections:
- Repository > Faculties > Faculty of Computer, Electrical and Control Engineering
- Repository > Types of work > Articles
- Repository > Scientific journals and UZ publishing series > International Journal of Applied Mathematics and Computer Science (AMCS) > International Journal of Applied Mathematics and Computer Science (AMCS) (2010)
Last modified:
Jul 14, 2025
In our library since:
Aug 10, 2018
Number of object content hits:
229
All available object's versions:
https://zbc.uz.zgora.pl/repozytorium/publication/54932
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 20, number 1 (2010)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 20, number 2 (2010)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 20, number 3 (2010)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 20, number 4 (2010)
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| Edition name | Date |
|---|---|
| A complete gradient clustering algorithm formed with kernel estimators | Jul 14, 2025 |
Objects Similar
Kulczycki, Piotr Charytanowicz, Małgorzata Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.
Kulczycki, Piotr Franus, Krystian Charytanowicz, Małgorzata Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.
Łukasik, Szymon Lalik, Konrad Sarna, Piotr Kowalski, Piotr A. Charytanowicz, Małgorzata Kulczycki, Piotr Kulczycki, Piotr - ed. Kacprzyk, Janusz - ed. Kóczy, László T. - ed. Mesiar, Radko - ed.
Kłopotek, Mieczysław Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.
Leski, Jacek M. Kotas, Marian P. Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.
Moghrabi, Issam Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.
López-Lobato, Adriana Laura Avendano-Garrido, Martha L. Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.
Abdallah, Loai Shimshoni, Ilan Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.
