1313 search results - page 112 / 263 » Dimensionality Reduction for Classification |
160
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CANDC
2005
ACM
15 years 3 months ago
2005
ACM
A DNA microarray can track the expression levels of thousands of genes simultaneously. Previous research has demonstrated that this technology can be useful in the classification ...
117
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ICML
2009
IEEE
16 years 4 months ago
2009
IEEE
Supervised topic models utilize document's side information for discovering predictive low dimensional representations of documents; and existing models apply likelihoodbased...
110
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ICIP
2007
IEEE
15 years 9 months ago
2007
IEEE
This paper develops a classification algorithm in the framework of spectral graph theory where the underlying manifold of a high dimensional data set is described by a graph. The...
129
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MOC
1998
15 years 3 months ago
1998
A detailed exposition of Kneser’s neighbour method for quadratic lattices over totally real number fields, and of the sub-procedures needed for its implementation, is given. Usi...
126
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ICPR
2004
IEEE
16 years 4 months ago
2004
IEEE
Important factors affecting the efficiency and performance of the nearest neighbor classifier (NNC) are space, classification time requirements and for high dimensional data, due ...