783 search results - page 14 / 157 » Modeling High-Dimensional Index Structures using Sampling |
112
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KDD
2002
ACM
16 years 1 months ago
2002
ACM
The goal of the knowledge discovery and data mining is to extract the useful knowledge from the given data. Visualization enables us to find structures, features, patterns, and re...
PAMI
2008
15 years 1 months ago
2008
We address the issue of classifying complex data. We focus on three main sources of complexity, namely, the high dimensionality of the observed data, the dependencies between these...
137
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ECCV
2006
Springer
15 years 5 months ago
2006
Springer
We present a method for efficiently tracking objects represented as constellations of parts by integrating out the shape of the model. Parts-based models have been successfully ap...
131
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JMLR
2012
13 years 3 months ago
2012
Often, high dimensional data lie close to a low-dimensional submanifold and it is of interest to understand the geometry of these submanifolds. The homology groups of a manifold a...
116
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KDD
2001
ACM
16 years 1 months ago
2001
ACM
The problem of similarity search (query-by-content) has attracted much research interest. It is a difficult problem because of the inherently high dimensionality of the data. The ...