top

Bibliografie

Conference Paper (international conference)

Clustering by Mode Estimation

Ocelíková E., Klimešová Dana

: IEEE - 7th Slovakian-Hungarian Joint Symposium on Applied Machine Intelligence and Informatics, p. 112-115

: SAMI 2009, (Herlany, SK, 30.01.2009-02.02.2009)

: CEZ:AV0Z10750506

: clustering, boundary detection, mode boundary estimation

: http://library.utia.cas.cz/separaty/2009/ZOI/klimesova-clustering by mode estimation.pdf

(eng): In this contribution we introduce a clustering scheme based on mode boundary detection procedures. Modes are characterized as compact regions of the data space with higher densities than their surrounding. A mode boundary as defined in this approach is an area of large local changes in the probability density functions. Examples of the performance of the clustering based on the so-obtained mode boundaries are given using artificially generated data sets.

(cze): V tomto článku představujeme shlukovací schéma založené na odhadu módu procedur. Módy jsou charakterizovány jako kompaktní části datového prostoru s vyšší hutností než jejich okolí.

: IN