Role-similarity based functional prediction in networked systems: application to the yeast proteome
2005 (English)In: Journal of the Royal Society Interface, ISSN 1742-5662, E-ISSN 1742-5689, Vol. 2, no 4, 327-333 p.Article in journal (Refereed) Published
We propose a general method to predict functions of vertices where (i) the wiring of the network is somehow related to the vertex functionality and (ii) a fraction of the vertices are functionally classified. The method is influenced by role-similarity measures of social network analysis. The two versions of our prediction scheme axe tested on model networks where the functions of the vertices are designed to match their network surroundings. We also apply these methods to the proteome of the yeast Saccharomyces cerevisiae and find the results compatible with more specialized methods.
Place, publisher, year, edition, pages
2005. Vol. 2, no 4, 327-333 p.
functional prediction, complex networks, prediction algorithm, yeast proteome, protein functions, complex networks, alignments
IdentifiersURN: urn:nbn:se:kth:diva-15297DOI: 10.1098/rsif.2005.0046ISI: 000234342000006ScopusID: 2-s2.0-33344474493OAI: oai:DiVA.org:kth-15297DiVA: diva2:333338
QC 201005252010-08-052010-08-05Bibliographically approved