Journal article
A matrix-based multilevel approach to identify functional protein modules
International Journal of Bioinformatics Research and Applications, Vol.4(1), pp.11-27
01/01/2008
DOI: 10.1504/IJBRA.2008.017161
PMID: 18283026
Abstract
Identifying functional modules is believed to reveal most cellular processes. There have been many computational approaches to investigate the underlying biological structures (Bader and Hogue, 2003; Dhillon et al., 2005; Krogan et al., 2006; Ramadan et al., 2005; Xiong et al., 2005; Zhang et al., 2004). A spectral clustering method plays a critical role identifying functional modules in a yeast protein-protein network (Ramadan et al., 2005). We present an unweighted-graph version of a multilevel spectral algorithm which more accurately identifies protein complexes with less computational time.
Details
- Title: Subtitle
- A matrix-based multilevel approach to identify functional protein modules
- Creators
- Suely Oliveira - 1 Department of Computer Science, The University of Iowa, Iowa City, 52242 IA, USASang-Cheol Seok - 2 Department of Computer Science, The University of Iowa, Iowa City, 52242 IA, USA
- Resource Type
- Journal article
- Publication Details
- International Journal of Bioinformatics Research and Applications, Vol.4(1), pp.11-27
- DOI
- 10.1504/IJBRA.2008.017161
- PMID
- 18283026
- NLM abbreviation
- Int J Bioinform Res Appl
- ISSN
- 1744-5485
- eISSN
- 1744-5493
- Publisher
- Inderscience Publishers
- Language
- English
- Date published
- 01/01/2008
- Academic Unit
- Computer Science; Mathematics
- Record Identifier
- 9984002459302771
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