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Title: | How well are known protein complexes supported in PPI networks? | Authors: | Grbic, Milana Crnogorac, Vukasin Predojevic, Milan Kartelj, Aleksandar Matic, Dragan |
Affiliations: | Informatics and Computer Science | Keywords: | PPI networks;protein complexes;variable neighborhood search | Issue Date: | 1-Aug-2020 | Related Publication(s): | INISTA 2020 - 2020 International Conference on INnovations in Intelligent SysTems and Applications, Proceedings | Abstract: | Protein complexes are groups of two or more associated proteins which are in a stable long-term interaction. This paper examine how well protein complexes are supported in protein-protein interaction (PPI) networks, i.e. whether they form connected subnetworks in a particular PPI network. For that purpose, we apply a variable neighborhood search metaheuristic algorithm for adding the minimum number of interactions in order to support each protein complex. Obtained experimental results can be useful for further biological interpretation and developing of PPI prediction models. |
URI: | https://research.matf.bg.ac.rs/handle/123456789/683 | ISBN: | 9781728167992 | DOI: | 10.1109/INISTA49547.2020.9194663 |
Appears in Collections: | Research outputs |
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