1224 search results - page 34 / 245 » On the Optimality of the Dimensionality Reduction Method |
187
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BMCBI
2010
15 years 6 months ago
2010
Background: Visualization of DNA microarray data in two or three dimensional spaces is an important exploratory analysis step in order to detect quality issues or to generate new ...
154
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CDC
2009
IEEE
15 years 10 months ago
2009
IEEE
— Model reduction methods from diverse fields— including control, statistical mechanics and economics—aimed at systems that can be represented by Markov chains, are discusse...
154
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ECCV
2006
Springer
16 years 8 months ago
2006
Springer
Abstract. There has been growing interest in developing nonlinear dimensionality reduction algorithms for vision applications. Although progress has been made in recent years, conv...
160
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ICML
2007
IEEE
16 years 7 months ago
2007
IEEE
In many real-world applications, Euclidean distance in the original space is not good due to the curse of dimensionality. In this paper, we propose a new method, called Discrimina...
195
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TSP
2011
15 years 29 days ago
2011
—This work proposes a blind adaptive reduced-rank scheme and constrained constant-modulus (CCM) adaptive algorithms for interference suppression in wireless communications system...