779 search results - page 4 / 156 » Multi-Instance Dimensionality Reduction |
182
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PODS
2001
ACM
16 years 2 months ago
2001
ACM
The dimensionality curse has profound e ects on the effectiveness of high-dimensional similarity indexing from the performance perspective. One of the well known techniques for im...
136
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VLDB
2000
ACM
15 years 5 months ago
2000
ACM
Many emerging application domains require database systems to support efficient access over highly multidimensional datasets. The current state-of-the-art technique to indexing hi...
122
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ICML
2007
IEEE
16 years 2 months ago
2007
IEEE
Non-linear dimensionality reduction of noisy data is a challenging problem encountered in a variety of data analysis applications. Recent results in the literature show that spect...
237
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ICDE
2003
IEEE
16 years 3 months ago
2003
IEEE
The notorious "dimensionality curse" is a well-known phenomenon for any multi-dimensional indexes attempting to scale up to high dimensions. One well known approach to o...
