15 search results - page 2 / 3 » Exploiting Diversity in Ensembles: Improving the Performance... |
ICPR
2004
IEEE
14 years 6 months ago
2004
IEEE
Recent empirical work has shown that combining predictors can lead to significant reduction in generalization error. The individual predictors (weak learners) can be very simple, ...
ICDAR
2011
IEEE
12 years 5 months ago
2011
IEEE
—Handwritten text line segmentation on real-world data presents significant challenges that cannot be overcome by any single technique. Given the diversity of approaches and the...
EVOW
2008
Springer
13 years 7 months ago
2008
Springer
Classifier fusion strategies have shown great potential to enhance the performance of pattern recognition systems. There is an agreement among researchers in classifier combination...
BMCBI
2006
13 years 5 months ago
2006
Background: Understanding gene regulatory networks has become one of the central research problems in bioinformatics. More than thirty algorithms have been proposed to identify DN...
EVOW
2010
Springer
13 years 8 months ago
2010
Springer
A challenging problem in bioinformatics is the detection of residues that account for protein function specificity, not only in order to gain deeper insight in the nature of functi...