1686 search results - page 50 / 338 » Machine Learning in Medical Applications |
156
Voted
ML
2000
ACM
15 years 3 months ago
2000
ACM
A new class of evolutionary computation processes is presented, called Learnable Evolution Model or LEM. In contrast to Darwinian-type evolution that relies on mutation, recombinat...
133
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ML
2007
ACM
15 years 2 months ago
2007
ACM
In many learning problems prior knowledge about pattern variations can be formalized and beneficially incorporated into the analysis system. The corresponding notion of invarianc...
116
Voted
AUSAI
2004
Springer
15 years 8 months ago
2004
Springer
How to assess the performance of machine learning algorithms is a problem of increasing interest and urgency as the data mining application of myriad algorithms grows. The standard...
101
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ICML
2003
IEEE
16 years 4 months ago
2003
IEEE
In many real world applications, active selection of training examples can significantly reduce the number of labelled training examples to learn a classification function. Differ...
121
Voted
DIAGRAMS
2004
Springer
15 years 8 months ago
2004
Springer
Decision trees are a widely used knowledge representation in machine learning. However, one of their main drawbacks is the inherent replication of isomorphic subtrees, as a result...