45 search results - page 1 / 9 » Solving regression problems with rule-based ensemble classif... |
79
Voted
KDD
2001
ACM
16 years 2 months ago
2001
ACM
119
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ICANN
2005
Springer
15 years 7 months ago
2005
Springer
Although Support Vector Machines (SVMs) have been successfully applied to solve a large number of classification and regression problems, they suffer from the catastrophic forgetti...
143
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ISBI
2011
IEEE
14 years 5 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...
120
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IFIP12
2004
15 years 3 months ago
2004
: Recently, multi-instance classification algorithm BP-MIP and multi-instance regression algorithm BP-MIR both based on neural networks have been proposed. In this paper, neural ne...
123
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ML
2002
ACM
15 years 1 months ago
2002
ACM
We examine methods for constructing regression ensembles based on a linear program (LP). The ensemble regression function consists of linear combinations of base hypotheses generat...