60 search results - page 6 / 12 » Biological pathway inference using manifold embedding |
BMCBI
2010
13 years 10 months ago
2010
Background: The accumulation of high-throughput data greatly promotes computational investigation of gene function in the context of complex biological systems. However, a biologi...
BMCBI
2010
13 years 10 months ago
2010
Background: Identifying candidate genes in genetic networks is important for understanding regulation and biological function. Large gene expression datasets contain relevant info...
RECOMB
2004
Springer
14 years 10 months ago
2004
Springer
Abstract. In this study we propose a novel model for the representation of biological networks and provide algorithms for learning model parameters from experimental data. Our appr...
RECOMB
2006
Springer
14 years 10 months ago
2006
Springer
Understanding how individual proteins are organized into complexes and pathways is a significant current challenge. We introduce new algorithms to infer protein complexes by combin...
BMCBI
2006
13 years 10 months ago
2006
Integration of heterogeneous data types is a challenging problem, especially in biology, where the number of databases and data types increase rapidly. Amongst the problems that o...