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» Selecting vantage objects for similarity indexing
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ICPR
2006
IEEE
14 years 5 months ago
Selecting vantage objects for similarity indexing
Rainer Typke, Reinier H. van Leuken, Remco C. Velt...
ERSHOV
2009
Springer
13 years 8 months ago
Indexing Dense Nested Metric Spaces for Efficient Similarity Search
Abstract. Searching in metric spaces is a very active field since it offers methods for indexing and searching by similarity in collections of unstructured data. These methods sele...
Nieves R. Brisaboa, Miguel Rodríguez Luaces...
PDP
2008
IEEE
13 years 11 months ago
Distributed Sparse Spatial Selection Indexes
Searching for similar objects in metric-space databases can be efficiently solved by using index data structures. A number of alternative sequential indexes have been proposed in...
Veronica Gil Costa, Mauricio Marín
SISAP
2008
IEEE
115views Data Mining» more  SISAP 2008»
13 years 11 months 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 2 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,...