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Automated calibration of consensus weighted distance-based clustering approaches using sharp
MOTIVATION: In consensus clustering, a clustering algorithm is used in combination with a subsampling procedure to detect stable clusters. Previous studies on both simulated and real data suggest that consensus clustering outperforms native algorithms. RESULTS: We extend here consensus clustering to...
Autores principales: | Bodinier, Barbara, Vuckovic, Dragana, Rodrigues, Sabrina, Filippi, Sarah, Chiquet, Julien, Chadeau-Hyam, Marc |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10627366/ https://www.ncbi.nlm.nih.gov/pubmed/37847776 http://dx.doi.org/10.1093/bioinformatics/btad635 |
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