Clustering by Mode Estimation
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985556%3A_____%2F09%3A00328456" target="_blank" >RIV/67985556:_____/09:00328456 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Clustering by Mode Estimation
Original language description
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.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
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Continuities
Z - Vyzkumny zamer (s odkazem do CEZ)
Others
Publication year
2009
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
IEEE - 7th Slovakian-Hungarian Joint Symposium on Applied Machine Intelligence and Informatics
ISBN
978-1-4244-3802-0
ISSN
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e-ISSN
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Number of pages
4
Pages from-to
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Publisher name
Slovakia
Place of publication
Košice
Event location
Herlany
Event date
Jan 30, 2009
Type of event by nationality
EUR - Evropská akce
UT code for WoS article
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