Bc. Barbora Škrabalová
Master's thesis
Metric Region Representations
Metric Region Representations
Abstract:
Pro využití dat v metrických prostorech je potřeba efektivní reprezentace metrických regionů. Metrický obal je jednou z nově zkoumaných implementací, popisující metrický region za pomoci pouze několika málo objektů z tohoto regionu. Jelikož jsou data ve vysokodimenzionálních prostorech těžko oddělitelná, navrhujeme upravenou definici metrického obalu tak, abychom omezili jejich překryvy. Vhodnost navržených …moreAbstract:
For the serviceability of data in metric spaces, we need an effective representation of metric regions. A metric hull is one of the recently discovered implementations, describing the metric region with only a few objects from the region. As the data in high-dimension spaces are typically hard to separate, we propose a redesign of the hull representation definition to produce less overlapping regions …more
Language used: English
Date on which the thesis was submitted / produced: 15. 12. 2023
Identifier:
https://is.muni.cz/th/d7uu0/
Thesis defence
- Date of defence: 12. 2. 2024
- Supervisor: doc. RNDr. Vlastislav Dohnal, Ph.D.
- Reader: Mgr. Miriama Jánošová
Full text of thesis
Contents of on-line thesis archive
Published in Theses:- světu
Other ways of accessing the text
Institution archiving the thesis and making it accessible: Masarykova univerzita, Fakulta informatikyMasaryk University
Faculty of InformaticsMaster programme / field:
Artificial intelligence and data processing / Big data
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