Node Embedding via Word Embedding for Network Community Discovery

IEEE Transactions on Signal and Information Processing over Networks, pp. 539-552, 2017.

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Keywords:
Signal processing algorithmsSupervised learningClustering algorithmsStochastic processesVocabularyMore(2+)

Abstract:

Neural node embeddings have recently emerged as a powerful representation for supervised learning tasks involving graph-structured data. We leverage this recent advance to develop a novel algorithm for unsupervised community discovery in graphs. Through extensive experimental studies on simulated and real-world data, we demonstrate that t...More

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