185 search results - page 24 / 37 » Learning with Few Examples by Transferring Feature Relevance |
151
Voted
ECAI
2004
Springer
15 years 7 months ago
2004
Springer
Functional genomics is a typical scientific discovery domain characterized by a very large number of attributes (genes) relative to the number of examples (observations). The dang...
147
Voted
ICML
2010
IEEE
15 years 4 months ago
2010
IEEE
We develop a semi-supervised learning method that constrains the posterior distribution of latent variables under a generative model to satisfy a rich set of feature expectation c...
127
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IROS
2007
IEEE
15 years 9 months ago
2007
IEEE
— A central challenging problem in humanoid robotics is to plan and execute dynamic tasks in dynamic environments. Given that the environment is known, sampling-based online moti...
111
Voted
IIS
2000
15 years 4 months ago
2000
Machine learning methods are frequently used to create rule-based classifiers. For continuous features linguistic variables used in conditions of the rules are defined by membershi...
140
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RECOMB
2005
Springer
16 years 3 months ago
2005
Springer
Background: Support Vector Machines (SVMs) ? using a variety of string kernels ? have been successfully applied to biological sequence classification problems. While SVMs achieve ...