On Applications of Parameterized Hyperplane Partitioning
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F10%3A10038303" target="_blank" >RIV/00216208:11320/10:10038303 - 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
On Applications of Parameterized Hyperplane Partitioning
Original language description
The efficient similarity search in metric spaces is usually based on several low-level partitioning principles, which allow filtering of non-relevant objects during the search. In this paper, we propose a parameterizable partitioning method based on thegeneralized hyperplane partitioning (GHP), which utilizes a parameter to adjust ``borders'' of the partitions. The new partitioning method could be employed in the existing metric indexes that are based on GHP (e.g., GNAT, M-index). Moreover, we could employ the parameterizable GHP in the role of a new multi-example query type, defined as a partition determined by an available query object and several ``anti-example'' objects. We believe that both applications of parameterizable GHP can soon take placein metric access methods and new query models.
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
<a href="/en/project/GA201%2F09%2F0683" target="_blank" >GA201/09/0683: Similarity searching in very large multimedia databases</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>Z - Vyzkumny zamer (s odkazem do CEZ)<br>S - Specificky vyzkum na vysokych skolach
Others
Publication year
2010
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Third International Conference on Similarity Search and Applications
ISBN
978-1-4503-0420-7
ISSN
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e-ISSN
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Number of pages
2
Pages from-to
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Publisher name
ACM
Place of publication
Istanbul, Turkey
Event location
Istanbul, Turkey
Event date
Sep 18, 2010
Type of event by nationality
EUR - Evropská akce
UT code for WoS article
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