Generalization of clustering agreements and distances for overlapping clusters and network communities

DOI10.1007/s10618-015-0426-xzbMath1405.62084arXiv1412.2601OpenAlexW3125164951MaRDI QIDQ1715904

Osmar R. Zaïane, Reihaneh Rabbany

Publication date: 29 January 2019

Published in: Data Mining and Knowledge Discovery (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1412.2601

zbMATH Keywords

community detectioncluster validationoverlapping clustersnetwork clusterscluster evaluationclustering agreement

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Social networks; opinion dynamics (91D30) Small world graphs, complex networks (graph-theoretic aspects) (05C82) Learning and adaptive systems in artificial intelligence (68T05)

Related Items (1)

BROCCOLI: overlapping and outlier-robust biclustering through proximal stochastic gradient descent

Cites Work

• On similarity indices and correction for chance agreement
• On similarity coefficients for \(2\times2\) tables and correction for chance
• On the equivalence of Cohen's kappa and the Hubert-Arabie adjusted Rand index
• Comparing clusterings -- an information based distance
• Introduction to Information Retrieval
• Matrix Nearness Problems with Bregman Divergences
• Finding overlapping communities in networks by label propagation
• Fast unfolding of communities in large networks
• Computing Communities in Large Networks Using Random Walks
• An Analysis of Variance for Categorical Data
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