69 search results - page 13 / 14 » Drift-Aware Ensemble Regression |
ECML
2005
Springer
13 years 12 months ago
2005
Springer
ABSTRACT. Estimating a non-uniformly sampled function from a set of learning points is a classical regression problem. Kernel methods have been widely used in this context, but eve...
ICIP
2008
IEEE
14 years 8 months ago
2008
IEEE
This paper proposes a data driven image segmentation algorithm, based on decomposing the target output (ground truth). Classical pixel labeling methods utilize machine learning al...
RECOMB
2006
Springer
14 years 6 months ago
2006
Springer
Understanding how individual proteins are organized into complexes and pathways is a significant current challenge. We introduce new algorithms to infer protein complexes by combin...
EWCBR
2004
Springer
13 years 11 months ago
2004
Springer
Over the years, many successful applications of case-based reasoning (CBR) systems have been developed in different areas. The performance of CBR systems depends on several factor...
GECCO
2010
Springer
13 years 11 months ago
2010
Springer
We have acquired panelist data that provides hedonic (liking) ratings for a set of 40 flavors each composed of the same 7 ingredients at different concentration levels. Our goal...