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Methods Mol Biol ; 2074: 215-231, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-31583641

RESUMO

This paper serves as a user guide to the Vienna graph clustering framework. We review our general memetic algorithm, VieClus, to tackle the graph clustering problem. A key component of our contribution are natural recombine operators that employ ensemble clusterings as well as multi-level techniques. Lastly, we combine these techniques with a scalable communication protocol, producing a system that is able to compute high-quality solutions in a short amount of time. After giving a description of the algorithms employed, we establish the connection of the graph clustering problem to protein-protein interaction networks and moreover give a description on how the software can be used, what file formats are expected, and how this can be used to find functional groups in protein-protein interaction networks.


Assuntos
Análise por Conglomerados , Algoritmos , Animais , Humanos , Mapeamento de Interação de Proteínas , Mapas de Interação de Proteínas , Software
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