Ensemble-based community detection in multilayer networks

DOI10.1007/s10618-017-0528-8zbMath1411.68122OpenAlexW2737189289MaRDI QIDQ1741350

Alessia Amelio, Andrea Tagarelli, Francesco Gullo

Publication date: 3 May 2019

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

Full work available at URL: https://doi.org/10.1007/s10618-017-0528-8

zbMATH Keywords

community detectionmultilayer networksensemble clusteringconsensus clusteringmodularity optimization

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 (5)

A survey of community detection methods in multilayer networks ⋮ Community detection for multilayer weighted networks ⋮ Modularity-based selection of the number of slices in temporal network clustering ⋮ Community detection in node-attributed social networks: a survey ⋮ Cluster Editing in Multi-Layer and Temporal Graphs.

Uses Software

• Silhouettes
• GenLouvain

Cites Work

• Unnamed Item
• Community detection in multiplex networks: a seed-centric approach
• Silhouettes: a graphical aid to the interpretation and validation of cluster analysis
• ABACUS: frequent pattern mining-based community discovery in multidimensional networks
• Community Structure in Time-Dependent, Multiscale, and Multiplex Networks
• Clustering With Multi-Layer Graphs: A Spectral Perspective
• 10.1162/153244303321897735
• On Clustering on Graphs with Multiple Edge Types

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