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» Approximate Nearest Neighbor Queries Revisited
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SSD
2009
Springer
233views Database» more  SSD 2009»
15 years 4 months ago
Approximate Evaluation of Range Nearest Neighbor Queries with Quality Guarantee
The range nearest-neighbor (NN) query is an important query type in location-based services, as it can be applied to the case that an NN query has a spatial region, instead of a lo...
Chi-Yin Chow, Mohamed F. Mokbel, Joe Naps, Suman N...
SODA
1993
ACM
202views Algorithms» more  SODA 1993»
14 years 10 months ago
Approximate Nearest Neighbor Queries in Fixed Dimensions
Given a set of n points in d-dimensional Euclidean space, S ⊂ Ed , and a query point q ∈ Ed , we wish to determine the nearest neighbor of q, that is, the point of S whose Euc...
Sunil Arya, David M. Mount
ICDE
2000
IEEE
168views Database» more  ICDE 2000»
15 years 10 months 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
60
Voted
KDD
1999
ACM
141views Data Mining» more  KDD 1999»
15 years 1 months ago
Density-Based Indexing for Approximate Nearest-Neighbor Queries
Kristin P. Bennett, Usama M. Fayyad, Dan Geiger
DEXAW
1999
IEEE
168views Database» more  DEXAW 1999»
15 years 1 months ago
Using the Distance Distribution for Approximate Similarity Queries in High-Dimensional Metric Spaces
We investigate the problem of approximate similarity (nearest neighbor) search in high-dimensional metric spaces, and describe how the distance distribution of the query object ca...
Paolo Ciaccia, Marco Patella