233 search results - page 11 / 47 » An Investigation of Practical Approximate Nearest Neighbor A... |
169
Voted
PODS
1997
ACM
15 years 4 months ago
1997
ACM
In this paper, we present a new cost model for nearest neighbor search in high-dimensional data space. We first analyze different nearest neighbor algorithms, present a generaliza...
IDA
2005
Springer
15 years 5 months ago
2005
Springer
—A simple yet effective unsupervised classification rule to discriminate between normal and abnormal data is based on accepting test objects whose nearest neighbors’ distances ...
132
Voted
ICDM
2002
IEEE
15 years 5 months ago
2002
IEEE
The similarity join has become an important database primitive to support similarity search and data mining. A similarity join combines two sets of complex objects such that the r...
CVPR
2008
IEEE
16 years 2 months ago
2008
IEEE
State-of-the-art image classification methods require an intensive learning/training stage (using SVM, Boosting, etc.) In contrast, non-parametric Nearest-Neighbor (NN) based imag...
103
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SIGMOD
1998
ACM
15 years 4 months ago
1998
ACM
For an increasing number of modern database applications, efficient support of similarity search becomes an important task. Along with the complexity of the objects such as images...