121 search results - page 4 / 25 » To aggregate or not to aggregate high-dimensional classifier... |
ICML
2006
IEEE
14 years 11 months ago
2006
IEEE
We present a novel ensemble pruning method based on reordering the classifiers obtained from bagging and then selecting a subset for aggregation. Ordering the classifiers generate...
PAKDD
2005
ACM
14 years 4 months ago
2005
ACM
The availability of microarray data has enabled several studies on the application of aggregated classifiers for molecular classification. We present a combination of classifier ag...
CVPR
2008
IEEE
15 years 23 days ago
2008
IEEE
In the last decades several cost aggregation methods aimed at improving the robustness of stereo correspondence within local and global algorithms have been proposed. Given the re...
CIBB
2008
14 years 22 days ago
2008
Abstract. We evaluated methods of protein classification that use kernels built from BLAST output parameters. Protein sequences were represented as vectors of parameters (e.g. simi...
SOFTCO
2004
Springer
14 years 4 months ago
2004
Springer
The computational identification of genes in DNA sequences has become an issue of crucial importance due to the large number of DNA molecules being currently sequenced. We present ...