1148 search results - page 1 / 230 » Gene functional classification from heterogeneous data |
75
Voted
RECOMB
2001
Springer
16 years 22 days ago
2001
Springer
111
click to vote
BMCBI
2006
2006
A Regression-based K nearest neighbor algorithm for gene function prediction from heterogeneous data
15 years 14 days ago
Background: As a variety of functional genomic and proteomic techniques become available, there is an increasing need for functional analysis methodologies that integrate heteroge...
97
Voted
BMCBI
2006
15 years 14 days ago
2006
Background: Quantitative simultaneous monitoring of the expression levels of thousands of genes under various experimental conditions is now possible using microarray experiments....
115
Voted
BMCBI
2007
15 years 16 days ago
2007
Background: There is a large amount of microarray data accumulating in public databases, providing various data waiting to be analyzed jointly. Powerful kernel-based methods are c...
138
Voted
CSB
2005
IEEE
15 years 6 months ago
2005
IEEE
We developed a machine learning system for determining gene functions from heterogeneous sources of data sets using a Weighted Naive Bayesian Network (WNB). The knowledge of gene ...