Generalization of Clustering Agreements and Distances for Overlapping Clusters and Network Communities

    Data Min. Knowl. Discov., Volume abs/1412.2601, Issue 5, 2015.

    Cited by: 11|Bibtex|Views20|Links
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    Keywords:
    Clustering agreementCluster evaluationCluster validationNetwork clustersCommunity detectionMore(1+)

    Abstract:

    A measure of distance between two clusterings has important applications, including clustering validation and ensemble clustering. Generally, such distance measure provides navigation through the space of possible clusterings. Mostly used in cluster validation, a normalized clustering distance, a.k.a. agreement measure, compares a given c...More

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