1863 search results - page 126 / 373 » A supervised learning approach for imbalanced data sets |
158
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ICASSP
2011
IEEE
14 years 8 months ago
2011
IEEE
We propose a kernelized maximal-figure-of-merit (MFoM) learning approach to efficiently training a nonlinear model using subspace distance minimization. In particular, a fixed,...
141
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ICDM
2008
IEEE
15 years 11 months ago
2008
IEEE
Supervised approaches to Data Mining are particularly appealing as they allow for the extraction of complex relations from data objects. In order to facilitate their application i...
141
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BIOINFORMATICS
2005
15 years 4 months ago
2005
Motivation: direct bearing whose expres Sorlie et al., 2 gene sets is a diseases (Lossos et al., 2004; Miklos and Maleszka, 2004), and the variables that could account questions i...
134
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EMNLP
2010
15 years 2 months ago
2010
We propose two hashing-based solutions to the problem of fast and effective personal names spelling correction in People Search applications. The key idea behind our methods is to...
174
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JMLR
2012
13 years 6 months ago
2012
Open-text semantic parsers are designed to interpret any statement in natural language by inferring a corresponding meaning representation (MR – a formal representation of its s...