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» Approximate Nearest Neighbor Searching in Multimedia Databas...
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148
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VLDB
2004
ACM
187views Database» more  VLDB 2004»
15 years 8 months ago
Voronoi-Based K Nearest Neighbor Search for Spatial Network Databases
A frequent type of query in spatial networks (e.g., road networks) is to find the K nearest neighbors (KNN) of a given query object. With these networks, the distances between ob...
Mohammad R. Kolahdouzan, Cyrus Shahabi
SSD
2005
Springer
102views Database» more  SSD 2005»
15 years 9 months ago
Nearest Neighbor Search on Moving Object Trajectories
Elias Frentzos, Kostas Gratsias, Nikos Pelekis, Ya...
163
Voted
PAMI
2011
14 years 10 months ago
Product Quantization for Nearest Neighbor Search
— This paper introduces a product quantization based approach for approximate nearest neighbor search. The idea is to decomposes the space into a Cartesian product of low dimensi...
Hervé Jégou, Matthijs Douze, Cordeli...
ICASSP
2010
IEEE
15 years 3 months ago
Approximate nearest neighbors using sparse representations
A new method is introduced that makes use of sparse image representations to search for approximate nearest neighbors (ANN) under the normalized inner-product distance. The approa...
Joaquin Zepeda, Ewa Kijak, Christine Guillemot
235
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ICDE
2002
IEEE
164views Database» more  ICDE 2002»
16 years 4 months ago
Towards Meaningful High-Dimensional Nearest Neighbor Search by Human-Computer Interaction
Nearest Neighbor search is an important and widely used problem in a number of important application domains. In many of these domains, the dimensionality of the data representati...
Charu C. Aggarwal