2878 search results - page 8 / 576 » Learning the Common Structure of Data |
BMCBI
2006
14 years 11 months ago
2006
Background: Proteomic data obtained from mass spectrometry have attracted great interest for the detection of early-stage cancer. However, as mass spectrometry data are high-dimen...
ILP
2005
Springer
15 years 5 months ago
2005
Springer
Clustering is a fundamental task in Spatial Data Mining where data consists of observations for a site (e.g. areal units) descriptive of one or more (spatial) primary units, possib...
IJHPCA
2007
14 years 11 months ago
2007
An accurate cost-model that accounts for dataset size and structure can help optimize geoscience data analysis. We develop and apply a computational model to estimate data analysi...
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ICML
2005
IEEE
16 years 15 days ago
2005
IEEE
It is common in classification methods to first place data in a vector space and then learn decision boundaries. We propose reversing that process: for fixed decision boundaries, ...
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ICML
2004
IEEE
16 years 15 days ago
2004
IEEE