9382 search results - page 381 / 1877 » A Functional Model for Data Analysis |
181
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ICML
2003
IEEE
16 years 7 months ago
2003
IEEE
This paper analyzes the performance of semisupervised learning of mixture models. We show that unlabeled data can lead to an increase in classification error even in situations wh...
166
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ICANN
2009
Springer
15 years 11 months ago
2009
Springer
This paper proposes a modelling of Support Vector Machine (SVM) learning to address the problem of learning with sloppy labels. In binary classification, learning with sloppy labe...
160
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ICASSP
2011
IEEE
2011
IEEE
Detecting oscillating singularities in multifractal analysis: Application to hydrodynamic turbulence
14 years 10 months ago
Multifractal analysis describes data as a collection of singularities. However, its classical formulation does not account for their possibly oscillating nature, while, in a numbe...
201
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BMCBI
2006
15 years 6 months ago
2006
Background: Large-scale genetic mapping projects require data management systems that can handle complex phenotypes and detect and correct high-throughput genotyping errors, yet a...
172
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PSB
2004
15 years 8 months ago
2004
Gene expression of a cell is controlled by sophisticated cellular processes. The capability of inferring the states of these cellular processes would provide insight into the mech...