Data Clustering with a Relational Push-Pull Model

Abstract

We present a new generative model for relational data in which relations between objects can have ei- ther a binding or a separating effect. For example, in a group of students separated into gender clusters, a "dating" relation would appear most frequently between the clusters, but a "roommate" relation would appear more often within clusters. In… (More)
DOI: 10.1109/ICDMW.2007.61

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