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» Similarity Search in High Dimensions via Hashing
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138
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VLDB
1999
ACM
118views Database» more  VLDB 1999»
15 years 3 months ago
Similarity Search in High Dimensions via Hashing
The nearest- or near-neighbor query problems arise in a large variety of database applications, usually in the context of similarity searching. Of late, there has been increasing ...
Aristides Gionis, Piotr Indyk, Rajeev Motwani
EDBT
2009
ACM
184views Database» more  EDBT 2009»
15 years 6 months ago
Distributed similarity search in high dimensions using locality sensitive hashing
In this paper we consider distributed K-Nearest Neighbor (KNN) search and range query processing in high dimensional data. Our approach is based on Locality Sensitive Hashing (LSH...
Parisa Haghani, Sebastian Michel, Karl Aberer
72
Voted
MMM
2007
Springer
138views Multimedia» more  MMM 2007»
15 years 6 months ago
Similarity Searching Techniques in Content-Based Audio Retrieval Via Hashing
Yi Yu, Masami Takata, Kazuki Joe
114
Voted
SSDBM
2009
IEEE
192views Database» more  SSDBM 2009»
15 years 6 months ago
MLR-Index: An Index Structure for Fast and Scalable Similarity Search in High Dimensions
High-dimensional indexing has been very popularly used for performing similarity search over various data types such as multimedia (audio/image/video) databases, document collectio...
Rahul Malik, Sangkyum Kim, Xin Jin, Chandrasekar R...