Experimental Verification of a Synergy of Techniques for Efficient Similarity Search in Metric Spaces – Bc. Iuliia Mariachkina
Bc. Iuliia Mariachkina
Bachelor's thesis
Experimental Verification of a Synergy of Techniques for Efficient Similarity Search in Metric Spaces
Experimental Verification of a Synergy of Techniques for Efficient Similarity Search in Metric Spaces
Abstract:
Efektivní podobnostní vyhledávání je zásadní pro mnoho aplikací. Existují studie, které ukazují, že některé kombinace indexačních technik zvyšují efektivitu podobnostního vyhledávání ve srovnání se samostatnými indexačními technikami. Zatím však nebyla provedena dostatečně systematická studie na toto téma. Tato práce si klade za cíl poskytnout experimentální studii synergií indexačních technik různých …moreAbstract:
Effective and efficient similarity search is crucial for many applications. There is strong but insufficiently systematized evidence that combinations of several indexing techniques increase the similarity search efficiency compared with standalone indexing techniques. This thesis aims to provide an experimental study of a synergy of indexing techniques of various types. To verify our hypothesis that …more
Language used: English
Date on which the thesis was submitted / produced: 16. 12. 2021
Identifier:
https://is.muni.cz/th/m14as/
Thesis defence
- Date of defence: 8. 2. 2022
- Supervisor: RNDr. Vladimír Míč, Ph.D.
- Reader: prof. Ing. Pavel Zezula, CSc.
Citation record
ISO 690-compliant citation record:
MARIACHKINA, Iuliia. \textit{Experimental Verification of a Synergy of Techniques for Efficient Similarity Search in Metric Spaces}. Online. Bachelor's thesis. Brno: Masaryk University, Faculty of Informatics. 2021. Available from: https://theses.cz/id/jhwqnr/.
Full text of thesis
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Published in Theses:- světu
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Institution archiving the thesis and making it accessible: Masarykova univerzita, Fakulta informatikyMasaryk University
Faculty of InformaticsBachelor programme / field:
Informatics / Computer Systems and Data Processing
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