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Maximum Volume Clustering: A New Discriminative Clustering Approach

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Figure

Figure 1: Large margin vs. large volume separation of three data clouds into two clusters
Figure 2: Four-point sets that are typical in the theory of finite sample stability. Gaussian similari-ties (σ = 1/√2) between nodes are visualized by the line thickness of edges
Table 1: Specification of artificial and benchmark data sets.
Figure 3: Visualization of artificial data sets.
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