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Avoiding inferior clusterings with misspecified Gaussian mixture models
Clustering is a fundamental tool for exploratory data analysis, and is ubiquitous across scientific disciplines. Gaussian Mixture Model (GMM) is a popular probabilistic and interpretable model for clustering. In many practical settings, the true data distribution, which is unknown, may be non-Gaussi...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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Nature Publishing Group UK
2023
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10628229/ https://www.ncbi.nlm.nih.gov/pubmed/37932317 http://dx.doi.org/10.1038/s41598-023-44608-3 |