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VLDB
2008
ACM
128views Database» more  VLDB 2008»
13 years 10 months ago
Reference-based indexing for metric spaces with costly distance measures
Jayendra Venkateswaran, Tamer Kahveci, Christopher...
PODS
1998
ACM
152views Database» more  PODS 1998»
14 years 3 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
JMLR
2010
118views more  JMLR 2010»
13 years 5 months ago
Hilbert Space Embeddings and Metrics on Probability Measures
A Hilbert space embedding for probability measures has recently been proposed, with applications including dimensionality reduction, homogeneity testing, and independence testing....
Bharath K. Sriperumbudur, Arthur Gretton, Kenji Fu...
SEBD
1997
158views Database» more  SEBD 1997»
14 years 5 days 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...
DEXA
2009
Springer
222views Database» more  DEXA 2009»
14 years 5 months ago
On Index-Free Similarity Search in Metric Spaces
Metric access methods (MAMs) serve as a tool for speeding similarity queries. However, all MAMs developed so far are index-based; they need to build an index on a given database. T...
Tomás Skopal, Benjamin Bustos