ML
2010
ACM
13 years 2 months ago
2010
ACM
ML
2010
ACM
13 years 2 months ago
2010
ACM
In several domains it is common to have data from different, but closely related problems. For instance, in manufacturing, many products follow the same industrial process but with...
ML
2010
ACM
13 years 2 months ago
2010
ACM
ML
2010
ACM
13 years 2 months ago
2010
ACM
When only a small number of labeled samples are available, supervised dimensionality reduction methods tend to perform poorly due to overfitting. In such cases, unlabeled samples ...
ML
2010
ACM
13 years 2 months ago
2010
ACM
ML
2010
ACM
13 years 2 months ago
2010
ACM
This paper presents a cooperative evolutionary approach for the problem of instance selection for instance based learning. The presented model takes advantage of one of the most r...
ML
2010
ACM
13 years 2 months ago
2010
ACM
ML
2010
ACM
13 years 2 months ago
2010
ACM
Many knowledge representation mechanisms are based on tree-like structures, thus symbolizing the fact that certain pieces of information are related in one sense or another. There ...