1825 search results - page 1 / 365 » Local Dimensionality Reduction |
VLDB
2000
ACM
14 years 2 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...
CBMS
2005
IEEE
14 years 24 days ago
2005
IEEE
Inductive learning systems have been successfully applied in a number of medical domains. Nevertheless, the effective use of these systems requires data preprocessing before apply...
ICML
2006
IEEE
14 years 11 months ago
2006
IEEE
CVPR
2007
IEEE
15 years 26 days ago
2007
IEEE
Linear Discriminant Analysis (LDA) is a popular statistical approach for dimensionality reduction. LDA captures the global geometric structure of the data by simultaneously maximi...
ICDE
2007
IEEE
14 years 5 months ago
2007
IEEE
Similarity search usually encounters a serious problem in the high dimensional space, known as the “curse of dimensionality”. In order to speed up the retrieval efficiency, p...