1863 search results - page 315 / 373 » A supervised learning approach for imbalanced data sets |
152
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COMPSAC
2008
IEEE
15 years 6 months ago
2008
IEEE
This paper presents a methodology for setting up a Decision Support system for User Interface Design (DSUID). We first motivate the role and contributions of DSUID and then demons...
186
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JCST
2010
14 years 11 months ago
2010
In this paper, we examine an emerging variation of the classification problem, which is known as the inverse classification problem. In this problem, we determine the features to b...
140
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ICML
2005
IEEE
16 years 5 months ago
2005
IEEE
Online feature selection (OFS) provides an efficient way to sort through a large space of features, particularly in a scenario where the feature space is large and features take a...
144
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ISVC
2009
Springer
15 years 11 months ago
2009
Springer
Generative 3D Face Models are expressive models with applications in modelling and editing. They are learned from example faces, and offer a compact representation of the continuou...
141
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MLDM
2007
Springer
15 years 10 months ago
2007
Springer
Support vector machine (SVM) has received much attention in feature selection recently because of its ability to incorporate kernels to discover nonlinear dependencies between feat...