801 search results - page 8 / 161 » A framework for modelling virus gene expression data |
IJDMB
2008
13 years 7 months ago
2008
: This paper addresses the sparse data problem in the linear regression model, namely the number of variables is significantly larger than the number of the data points for regress...
CSB
2004
IEEE
13 years 11 months ago
2004
IEEE
It is still an open problem to identify functional relations with o(N
ICASSP
2008
IEEE
14 years 1 months ago
2008
IEEE
Based on the correlation between expression and ontologydriven gene similarity, we incorporate functional annotations into gene expression clustering validation. A probabilistic f...
ICASSP
2011
IEEE
12 years 11 months ago
2011
IEEE
Disease occurs due to aberrant modulation of biological pathways. Identification of activated gene pathways from gene expression data is an important problem. In this work, we de...
TNN
2008
13 years 7 months ago
2008
Abstract--High-dimensional data are common in many domains, and dimensionality reduction is the key to cope with the curse-of-dimensionality. Linear discriminant analysis (LDA) is ...