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» Margin-Based Pivot Selection for Similarity Search Indexes
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IEICET
2010
106views more  IEICET 2010»
13 years 4 months ago
Margin-Based Pivot Selection for Similarity Search Indexes
Hisashi Kurasawa, Daiji Fukagawa, Atsuhiro Takasu,...
SISAP
2008
IEEE
115views Data Mining» more  SISAP 2008»
14 years 12 days ago
A Dynamic Pivot Selection Technique for Similarity Search
All pivot-based algorithms for similarity search use a set of reference points called pivots. The pivot-based search algorithm precomputes some distances to these reference points...
Benjamin Bustos, Oscar Pedreira, Nieves R. Brisabo...
DEXA
2010
Springer
187views Database» more  DEXA 2010»
13 years 4 months ago
Pivot Selection Method for Optimizing both Pruning and Balancing in Metric Space Indexes
We researched to try to find a way to reduce the cost of nearest neighbor searches in metric spaces. Many similarity search indexes recursively divide a region into subregions by u...
Hisashi Kurasawa, Daiji Fukagawa, Atsuhiro Takasu,...
SOFSEM
2007
Springer
14 years 4 days ago
Spatial Selection of Sparse Pivots for Similarity Search in Metric Spaces
Similarity search is a fundamental operation for applications that deal with unstructured data sources. In this paper we propose a new pivot-based method for similarity search, ca...
Oscar Pedreira, Nieves R. Brisaboa
CSB
2005
IEEE
125views Bioinformatics» more  CSB 2005»
13 years 11 months ago
On Optimizing Distance-Based Similarity Search for Biological Databases
Similarity search leveraging distance-based index structures is increasingly being used for both multimedia and biological database applications. We consider distance-based indexi...
Rui Mao, Weijia Xu, Smriti R. Ramakrishnan, Glen N...