Turtle shell clustering is a new unsupervised probabilistic method that estimates non-linear cluster boundaries, automatically selects the number of components, and handles noise using a regularized mutual information objective with Gaussian-uniform mixtures.
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Turtle shell clustering: A mixture approach to discriminative clustering with applications to flow cytometry and other data
Turtle shell clustering is a new unsupervised probabilistic method that estimates non-linear cluster boundaries, automatically selects the number of components, and handles noise using a regularized mutual information objective with Gaussian-uniform mixtures.