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» Near Neighbor Search in Large Metric Spaces
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VLDB
1995
ACM
86views Database» more  VLDB 1995»
15 years 3 months ago
Near Neighbor Search in Large Metric Spaces
Sergey Brin
107
Voted
CORR
2010
Springer
249views Education» more  CORR 2010»
14 years 11 months ago
Lower Bounds on Near Neighbor Search via Metric Expansion
In this paper we show how the complexity of performing nearest neighbor (NNS) search on a metric space is related to the expansion of the metric space. Given a metric space we loo...
Rina Panigrahy, Kunal Talwar, Udi Wieder
ICDE
2000
IEEE
168views Database» more  ICDE 2000»
16 years 29 days ago
PAC Nearest Neighbor Queries: Approximate and Controlled Search in High-Dimensional and Metric Spaces
In high-dimensional and complex metric spaces, determining the nearest neighbor (NN) of a query object ? can be a very expensive task, because of the poor partitioning operated by...
Paolo Ciaccia, Marco Patella
FOCS
2006
IEEE
15 years 5 months ago
Higher Lower Bounds for Near-Neighbor and Further Rich Problems
We convert cell-probe lower bounds for polynomial space into stronger lower bounds for near-linear space. Our technique applies to any lower bound proved through the richness meth...
Mihai Patrascu, Mikkel Thorup
ICPR
2002
IEEE
16 years 22 days ago
Metric-Based Shape Retrieval in Large Databases
This paper examines the problem of database organization and retrieval based on computing metric pairwise distances. A low-dimensional Euclidean approximation of a high-dimensiona...
Thomas B. Sebastian, Benjamin B. Kimia