236 search results - page 1 / 48 » Distributed Regression for Heterogeneous Data Sets |
IDA
2003
Springer
13 years 10 months ago
2003
Springer
Existing meta-learning based distributed data mining approaches do not explicitly address context heterogeneity across individual sites. This limitation constrains their applicatio...
ADMA
2005
Springer
13 years 7 months ago
2005
Springer
A precondition of existing ensemble-based distributed data mining techniques is the assumption that contributing data are identically and independently distributed. However, this a...
ESANN
2000
13 years 6 months ago
2000
Many large -scale spatial data analysis problems involve an investigation of relationships in heterogeneous databases. In such situations, instead of making predictions uniformly a...
MCS
2009
Springer
13 years 9 months ago
2009
Springer
The meta-learner MLR (Multi-response Linear Regression) has been proposed as a trainable combiner for fusing heterogeneous baselevel classifiers. Although it has interesting prope...
SDM
2010
SIAM
13 years 6 months ago
2010
SIAM
Lack of labeled training examples is a common problem for many applications. In the same time, there is usually an abundance of labeled data from related tasks. But they have diff...