784 search results - page 5 / 157 » Diffeomorphic Dimensionality Reduction |
98
Voted
CBMS
2005
IEEE
15 years 1 months 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...
100
Voted
SDM
2007
SIAM
15 years 1 months ago
2007
SIAM
In recent years, random projection has been used as a valuable tool for performing dimensionality reduction of high dimensional data. Starting with the seminal work of Johnson and...
ICASSP
2009
IEEE
15 years 6 months ago
2009
IEEE
Due to the curse of dimensionality, high-dimensional data is often pre-processed with some form of dimensionality reduction for the classification task. Many common methods of su...
103
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VLSISP
2002
14 years 11 months ago
2002
Dimensionality reduction is an important problem in pattern recognition. There is a tendency of using more and more features to improve the performance of classifiers. However, not...
112
Voted
SISAP
2008
IEEE
15 years 6 months ago
2008
IEEE
There are several pieces of information that can be utilized in order to improve the efficiency of similarity searches on high-dimensional data. The most commonly used information...