95 search results - page 4 / 19 » A Bayesian nonparametric method for prediction in EST analys... |
BIOINFORMATICS
2005
13 years 8 months ago
2005
Motivation: The issue of high dimensionality in microarray data has been, and remains, a hot topic in statistical and computational analysis. Efficient gene filtering and differen...
CORR
2010
Springer
13 years 7 months ago
2010
Springer
This paper proposes a nonparametric Bayesian method for exploratory data analysis and feature construction in continuous time series. Our method focuses on understanding shared fe...
BMCBI
2005
13 years 8 months ago
2005
Background: Alternative splicing (AS) is now considered as a major actor in transcriptome/ proteome diversity and it cannot be neglected in the annotation process of a new genome....
BMCBI
2008
13 years 8 months ago
2008
Background: Gene family identification from ESTs can be a valuable resource for analysis of genome evolution but presents unique challenges in organisms for which the entire genom...
ALGORITHMICA
1998
13 years 8 months ago
1998
We examine a general Bayesian framework for constructing on-line prediction algorithms in the experts setting. These algorithms predict the bits of an unknown Boolean sequence usin...