170 search results - page 2 / 34 » On the Importance of Comprehensible Classification Models fo... |
JMLR
2010
2010
Predicting the functions of proteins in Protein-Protein Interaction networks from global information
12 years 11 months ago
In this work we present a novel approach to predict the function of proteins in protein-protein interaction (PPI) networks. We classify existing approaches into inductive and tran...
BMCBI
2008
13 years 4 months ago
2008
Background: Protein domains are the structural and functional units of proteins. The ability to parse proteins into different domains is important for effective classification, un...
WOB
2008
13 years 6 months ago
2008
Abstract. Despite the recent advances in Molecular Biology, the function of a large amount of proteins is still unknown. An approach that can be used in the prediction of a protein...
BMCBI
2010
12 years 12 months ago
2010
Background: Elucidating protein-protein interactions (PPIs) is essential to constructing protein interaction networks and facilitating our understanding of the general principles ...
RECOMB
2003
Springer
14 years 5 months ago
2003
Springer
We develop an integrated probabilistic model to combine protein physical interactions, genetic interactions, highly correlated gene expression network, protein complex data, and d...