68 search results - page 4 / 14 » Supervised Ensembles of Prediction Methods for Subcellular L... |
ICASSP
2008
IEEE
15 years 3 months ago
2008
IEEE
In recent years, homology-based and signal-based methods have been proposed for predicting the subcellular localization of proteins. While it has been known that homology-based me...
ICMLA
2008
14 years 11 months ago
2008
In this paper, we introduce two new formulations for multi-class multi-kernel relevance vector machines (mRVMs) that explicitly lead to sparse solutions, both in samples and in nu...
99
Voted
BIBM
2010
IEEE
14 years 7 months ago
2010
IEEE
We have recently found that the computation time of homology-based subcellular localization can be substantially reduced by aligning profiles up to the cleavage site positions of s...
BMCBI
2005
14 years 9 months ago
2005
Background: The large gap between the number of protein sequences in databases and the number of functionally characterized proteins calls for the development of a fast computatio...
87
Voted
ICONIP
2008
14 years 11 months ago
2008
Abstract. The concept of Ensemble Learning has been shown to increase predictive power over single base learners. Given the bias-variancecovariance decomposition, diversity is char...