69 search results - page 4 / 14 » Drift-Aware Ensemble Regression |
KDD
2001
ACM
15 years 10 months ago
2001
ACM
ML
2002
ACM
14 years 9 months ago
2002
ACM
In this paper we examine ensemble methods for regression that leverage or "boost" base regressors by iteratively calling them on modified samples. The most successful lev...
104
click to vote
ISBI
2011
IEEE
14 years 1 months ago
2011
IEEE
We develop a new algorithm to segment the hippocampus from MR images. Our method uses a new classifier ensemble algorithm to correct segmentation errors produced by a multi-atlas...
MCS
2005
Springer
15 years 3 months ago
2005
Springer
We study how the error of an ensemble regression estimator can be decomposed into two components: one accounting for the individual errors and the other accounting for the correlat...
106
Voted
IEEEICCI
2009
IEEE
14 years 7 months ago
2009
IEEE
Abstract-In this paper, we construct a neural-inspired computational model based on the representational capabilities of receptive fields. The proposed model, known as Shape Encodi...