Evolved clustering
نویسندگان
چکیده
منابع مشابه
Spectral Sparse Representation for Clustering: Evolved from PCA, K-means, Laplacian Eigenmap, and Ratio Cut
Dimensionality reduction, cluster analysis, and sparse representation are among the cornerstones of machine learning. However, they seem unrelated to each other and are often applied independently in practice. In this paper, we discovered that the spectral graph theory underlies a series of these elementary methods and unifies them into a complete framework. The methods range from PCA, K-means,...
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ژورنال
عنوان ژورنال: Nature Plants
سال: 2020
ISSN: 2055-0278
DOI: 10.1038/s41477-020-0713-4