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. 2017 Oct 19;12(10):e0186566. doi: 10.1371/journal.pone.0186566

Table 1. Type of multiple clustering methods.

Principle Description Method
Dissimilarity Given a clustering solution, another clustering solution should be dissimilar. COALA [13]
Constrained optimization [14]
MAXIMUS [15]
Decomposition Decompose a generative model into independent sub-models that yields each clustering solution. Decorrelated K-means [16]
Convolutional EM [16]
CAMI [17]
Orthogonality Identify orthogonal subspace for clustering solutions. Orthogonal view approach [18]
Multivariate Gaussian mixture [19]