69 search results - page 6 / 14 » Drift-Aware Ensemble Regression |
90
Voted
ICDM
2009
IEEE
15 years 6 months ago
2009
IEEE
—Methods for learning decision rules are being successfully applied to many problem domains, especially where understanding and interpretation of the learned model is necessary. ...
90
Voted
ALT
2006
Springer
15 years 8 months ago
2006
Springer
Abstract. We propose a thresholded ensemble model for ordinal regression problems. The model consists of a weighted ensemble of confidence functions and an ordered vector of thres...
143
Voted
AUSAI
2007
Springer
15 years 3 months ago
2007
Springer
Building classification models plays an important role in DNA mircroarray data analyses. An essential feature of DNA microarray data sets is that the number of input variables (gen...
131
Voted
ICDM
2009
IEEE
14 years 9 months ago
2009
IEEE
Hierarchical taxonomies are used to organize and retrieve information in many domains, especially those dealing with large and rapidly growing amounts of information. In many of t...
231
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DAGM
2011
Springer
13 years 11 months ago
2011
Springer
We present a system for estimating location and orientation of a person’s head, from depth data acquired by a low quality device. Our approach is based on discriminative random r...