876 search results - page 13 / 176 » A theory of learning with similarity functions |
112
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CVPR
2010
IEEE
15 years 7 months ago
2010
IEEE
Searching approximate nearest neighbors in large scale high dimensional data set has been a challenging problem. This paper presents a novel and fast algorithm for learning binary...
108
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BMCBI
2004
14 years 11 months ago
2004
Background: In addition to known protein-coding genes, large amounts of apparently non-coding sequence are conserved between the human and mouse genomes. It seems reasonable to as...
114
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KDD
2012
ACM
13 years 2 months ago
2012
ACM
In recent years, both hashing-based similarity search and multimodal similarity search have aroused much research interest in the data mining and other communities. While hashing-...
104
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CVPR
2003
IEEE
16 years 1 months ago
2003
IEEE
This paper studies the problem of combining region and boundary cues for natural image segmentation. We employ a large database of manually segmented images in order to learn an o...
124
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SSDBM
2010
IEEE
15 years 4 months ago
2010
IEEE
Similarity search and data mining often rely on distance or similarity functions in order to provide meaningful results and semantically meaningful patterns. However, standard dist...