Data analysis implications of some concepts related to the cuts of a graph |
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Authors: | Lawrence Hubert |
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Institution: | The University of Wisconsin, Madison, Wisconsin 53706 USA |
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Abstract: | Connections are pointed out between the concept of a cut in a graph and the data analysis problems of hierarchical clustering and seriation encountered in the social and behavioral sciences. An emphasis is placed on hierarchical clustering by the criterion of k-edge connectivity and on the relationship between several criteria for object seriation proposed in the literature and the appropriate graph-theoretical structures. |
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