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Reduced network extremal ensemble learning (RenEEL) scheme for community detection in complex networks
We introduce an ensemble learning scheme for community detection in complex networks. The scheme uses a Machine Learning algorithmic paradigm we call Extremal Ensemble Learning. It uses iterative extremal updating of an ensemble of network partitions, which can be found by a conventional base algori...
Autores principales: | Guo, Jiahao, Singh, Pramesh, Bassler, Kevin E. |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6775136/ https://www.ncbi.nlm.nih.gov/pubmed/31578406 http://dx.doi.org/10.1038/s41598-019-50739-3 |
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