Matches in SemOpenAlex for { <https://semopenalex.org/work/W4365802838> ?p ?o ?g. }
Showing items 1 to 84 of
84
with 100 items per page.
- W4365802838 endingPage "119" @default.
- W4365802838 startingPage "110" @default.
- W4365802838 abstract "The goal of attributed community detection is to search a partition of the network such that there is high cohesion within each group and low coupling between two groups. We argue that multiple partitions of the attributed network should be captured with different semantics and community detection should be approached from the perspective of attribute subspace. In this paper, we integrate spectral wavelets with attribute subspace, and develop a framework of Multi-scale Community Detection in Subspace of Attribute (MCDSA). Our idea is to implement graph partitioning via scale-dependent modularity and independent attribute subspaces, thus making our model more flexible and effective. In MCDSA, communities at each scale have independent attribute subspace, which is helpful to analyze the importance of each attribute under different network partition, better revealing the relationship between nodes. Extensive experiments on multiple benchmark datasets show that, the quality of community detection can be remarkably enhanced under the regime of attribute subspaces, achieving the state-of-the-art performance." @default.
- W4365802838 created "2023-04-16" @default.
- W4365802838 creator A5038905718 @default.
- W4365802838 creator A5044270865 @default.
- W4365802838 creator A5049801163 @default.
- W4365802838 creator A5053794277 @default.
- W4365802838 creator A5083729859 @default.
- W4365802838 date "2023-01-01" @default.
- W4365802838 modified "2023-09-30" @default.
- W4365802838 title "Multi-scale Community Detection in Subspace of Attribute" @default.
- W4365802838 cites W1976257805 @default.
- W4365802838 cites W2016621483 @default.
- W4365802838 cites W2127048411 @default.
- W4365802838 cites W2158787690 @default.
- W4365802838 cites W2949861034 @default.
- W4365802838 cites W3092445022 @default.
- W4365802838 cites W3188207680 @default.
- W4365802838 cites W3188916965 @default.
- W4365802838 cites W4205872973 @default.
- W4365802838 cites W4224986603 @default.
- W4365802838 doi "https://doi.org/10.1007/978-3-031-30675-4_8" @default.
- W4365802838 hasPublicationYear "2023" @default.
- W4365802838 type Work @default.
- W4365802838 citedByCount "0" @default.
- W4365802838 crossrefType "book-chapter" @default.
- W4365802838 hasAuthorship W4365802838A5038905718 @default.
- W4365802838 hasAuthorship W4365802838A5044270865 @default.
- W4365802838 hasAuthorship W4365802838A5049801163 @default.
- W4365802838 hasAuthorship W4365802838A5053794277 @default.
- W4365802838 hasAuthorship W4365802838A5083729859 @default.
- W4365802838 hasConcept C114614502 @default.
- W4365802838 hasConcept C121332964 @default.
- W4365802838 hasConcept C12362212 @default.
- W4365802838 hasConcept C124101348 @default.
- W4365802838 hasConcept C132525143 @default.
- W4365802838 hasConcept C153180895 @default.
- W4365802838 hasConcept C154945302 @default.
- W4365802838 hasConcept C2524010 @default.
- W4365802838 hasConcept C2778755073 @default.
- W4365802838 hasConcept C2779478453 @default.
- W4365802838 hasConcept C32834561 @default.
- W4365802838 hasConcept C33923547 @default.
- W4365802838 hasConcept C41008148 @default.
- W4365802838 hasConcept C42812 @default.
- W4365802838 hasConcept C54355233 @default.
- W4365802838 hasConcept C62520636 @default.
- W4365802838 hasConcept C80444323 @default.
- W4365802838 hasConcept C86803240 @default.
- W4365802838 hasConceptScore W4365802838C114614502 @default.
- W4365802838 hasConceptScore W4365802838C121332964 @default.
- W4365802838 hasConceptScore W4365802838C12362212 @default.
- W4365802838 hasConceptScore W4365802838C124101348 @default.
- W4365802838 hasConceptScore W4365802838C132525143 @default.
- W4365802838 hasConceptScore W4365802838C153180895 @default.
- W4365802838 hasConceptScore W4365802838C154945302 @default.
- W4365802838 hasConceptScore W4365802838C2524010 @default.
- W4365802838 hasConceptScore W4365802838C2778755073 @default.
- W4365802838 hasConceptScore W4365802838C2779478453 @default.
- W4365802838 hasConceptScore W4365802838C32834561 @default.
- W4365802838 hasConceptScore W4365802838C33923547 @default.
- W4365802838 hasConceptScore W4365802838C41008148 @default.
- W4365802838 hasConceptScore W4365802838C42812 @default.
- W4365802838 hasConceptScore W4365802838C54355233 @default.
- W4365802838 hasConceptScore W4365802838C62520636 @default.
- W4365802838 hasConceptScore W4365802838C80444323 @default.
- W4365802838 hasConceptScore W4365802838C86803240 @default.
- W4365802838 hasLocation W43658028381 @default.
- W4365802838 hasOpenAccess W4365802838 @default.
- W4365802838 hasPrimaryLocation W43658028381 @default.
- W4365802838 hasRelatedWork W1979504938 @default.
- W4365802838 hasRelatedWork W2053673812 @default.
- W4365802838 hasRelatedWork W2097065863 @default.
- W4365802838 hasRelatedWork W2408911646 @default.
- W4365802838 hasRelatedWork W2613091249 @default.
- W4365802838 hasRelatedWork W2950038237 @default.
- W4365802838 hasRelatedWork W2950913561 @default.
- W4365802838 hasRelatedWork W3083342638 @default.
- W4365802838 hasRelatedWork W4300448020 @default.
- W4365802838 hasRelatedWork W4365802838 @default.
- W4365802838 isParatext "false" @default.
- W4365802838 isRetracted "false" @default.
- W4365802838 workType "book-chapter" @default.