4604 search results - page 474 / 921 » Correlation-based Data Representation |
208
Voted
BMCBI
2008
15 years 7 months ago
2008
Background: Modern omics research involves the application of high-throughput technologies that generate vast volumes of data. These data need to be pre-processed, analyzed and in...
175
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NECO
2006
15 years 6 months ago
2006
Recently, there has been an outburst of interest in extending topographic maps of vectorial data to more general data structures, such as sequences or trees. However, at present, ...
202
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BMVC
2010
15 years 4 months ago
2010
We present a framework for the reduction of dimensionality of a data set via manifold learning. Using the building blocks of local hyperplanes we show how a global manifold can be...
209
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VIS
2009
IEEE
16 years 8 months ago
2009
IEEE
Visualization is the transformation of data or information into pictures. The need for visualization has become more apparent as the amount of available information has increased ...
179
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ICPR
2006
IEEE
16 years 8 months ago
2006
IEEE
Distance functions are an important component in many learning applications. However, the correct function is context dependent, therefore it is advantageous to learn a distance f...