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» On locality-sensitive indexing in generic metric spaces
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SISAP
2010
IEEE
134views Data Mining» more  SISAP 2010»
13 years 3 months ago
On locality-sensitive indexing in generic metric spaces
David Novak, Martin Kyselak, Pavel Zezula
SEBD
1997
158views Database» more  SEBD 1997»
13 years 6 months ago
Indexing Metric Spaces with M-Tree
M-tree is a dynamic access method suitable to index generic “metric spaces”, where the function used to compute the distance between any two objects satisfies the positivity, ...
Paolo Ciaccia, Marco Patella, Fausto Rabitti, Pave...
PODS
1998
ACM
152views Database» more  PODS 1998»
13 years 9 months ago
A Cost Model for Similarity Queries in Metric Spaces
We consider the problem of estimating CPU (distance computations) and I/O costs for processing range and k-nearest neighbors queries over metric spaces. Unlike the specific case ...
Paolo Ciaccia, Marco Patella, Pavel Zezula
DELOS
2007
13 years 6 months ago
MESSIF: Metric Similarity Search Implementation Framework
The similarity search has become a fundamental computational task in many applications. One of the mathematical models of the similarity – the metric space – has drawn attenti...
Michal Batko, David Novak, Pavel Zezula