Selecting informative features for post-hoc community explanation

DOI10.1007/978-3-030-93409-5_25zbMath1506.91139OpenAlexW4205312302MaRDI QIDQ2086604

Derek Greene, Sophie Sadler, Daniel Archambault

Publication date: 25 October 2022

Full work available at URL: https://doi.org/10.1007/978-3-030-93409-5_25

zbMATH Keywords

network analysiscommunity detectionexplainability

Mathematics Subject Classification ID

Social networks; opinion dynamics (91D30) Small world graphs, complex networks (graph-theoretic aspects) (05C82) Learning and adaptive systems in artificial intelligence (68T05) Randomized algorithms (68W20)

Uses Software

• NetworkX

Cites Work

• Fast unfolding of communities in large networks
• Collective dynamics of ‘small-world’ networks
• Random forests

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