Interpretable multi-scale graph descriptors via structural compression

DOI10.1016/j.ins.2020.05.032zbMath1459.68165OpenAlexW3025759561MaRDI QIDQ2023183

Ammar Ahmed, Mudassir Shabbir, Zohair Raza Hassan

Publication date: 3 May 2021

Published in: Information Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ins.2020.05.032

zbMATH Keywords

graph embeddingsgraph compressiongraph classification

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Graph theory (including graph drawing) in computer science (68R10) Pattern recognition, speech recognition (68T10) Coding and information theory (compaction, compression, models of communication, encoding schemes, etc.) (aspects in computer science) (68P30)

Uses Software

• AFGen
• NetLSD

Cites Work

• Unnamed Item
• Graph isomorphism completeness for chordal bipartite graphs and strongly chordal graphs

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