1215 search results - page 6 / 243 » Dimensions of machine learning in design |
110
Voted
ECML
2006
Springer
15 years 7 months ago
2006
Springer
We perform a systematic evaluation of feature selection (FS) methods for support vector machines (SVMs) using simulated high-dimensional data (up to 5000 dimensions). Several findi...
158
Voted
ALT
2010
Springer
15 years 3 months ago
2010
Springer
This paper is concerned with the combinatorial structure of concept classes that can be learned from a small number of examples. We show that the recently introduced notion of recu...
129
Voted
COLT
2008
Springer
15 years 4 months ago
2008
Springer
The problem of how a teacher and a learner can cooperate in the process of learning concepts from examples in order to minimize the required sample size without “coding tricksâ€...
128
Voted
ECML
1993
Springer
15 years 7 months ago
1993
Springer
In machine learning theory, problem classes are distinguished because of di erences in complexity. In 6 , a stochastic model of learning from examples was introduced. This PAClear...
115
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DATE
2009
IEEE
15 years 10 months ago
2009
IEEE
— Today's innovations in the automotive sector are, to a great extent, based on electronics. The increasing integration complexity and stringent cost reduction goals turn E/...