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An interactive view for hierarchical clustering

. Information Visualization, 1998. Proceedings. IEEE Symposium on, page 26-31, 150. (1998)
DOI: 10.1109/INFVIS.1998.729556

Abstract

The paper describes a visualization of a general hierarchical clustering algorithm that allows the user to manipulate the number of classes produced by the clustering method without requiring a radical re-drawing of the clustering tree. The visual method used, a space filling recursive division of a rectangular area, keeps the items under consideration at the same screen position, even while the number of classes is under interactive control. As well as presenting a compact representation of the clustering with different cluster numbers, this method is particularly useful in a linked views environment where additional information can be added to a display to encode other information, without this added level of detail being perturbed when changes are made to the number of clusters

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