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» Selecting vantage objects for similarity indexing
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ICPR
2006
IEEE
16 years 23 hour ago
Selecting vantage objects for similarity indexing
Rainer Typke, Reinier H. van Leuken, Remco C. Velt...
124
Voted
ERSHOV
2009
Springer
15 years 2 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...
93
Voted
PDP
2008
IEEE
15 years 5 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
67
Voted
SISAP
2008
IEEE
115views Data Mining» more  SISAP 2008»
15 years 5 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...
111
Voted
DEXA
2010
Springer
187views Database» more  DEXA 2010»
14 years 9 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,...