255 search results - page 5 / 51 » On the Effects of Dimensionality Reduction on High Dimension... |
PCM
2001
Springer
14 years 2 months ago
2001
Springer
A practical method for creating a high dimensional index structure that adapts to the data distribution and scales well with the database size, is presented. Typical media descrip...
TKDE
2002
13 years 10 months ago
2002
In this paper we present a clustering and indexing paradigm called Clindex for high-dimensional search spaces. The scheme is designed for approximate similarity searches, where on...
VLDB
1998
ACM
14 years 2 months ago
1998
ACM
IJON
2010
13 years 7 months ago
2010
Graph construction plays a key role on learning algorithms based on graph Laplacian. However, the traditional graph construction approaches of -neighborhood and k-nearest-neighbor...