FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4308488195> ?p ?o ?g. }

• W4308488195 endingPage "110068" @default.
• W4308488195 startingPage "110068" @default.
• W4308488195 abstract "Signed network structure discovery has received extensive attention and has become a research focus in the field of network science. However, most of the existing studies are focused on the networks with a single structure, e.g., community or bipartite, while ignoring multiple structures, e.g., the coexistence of community and bipartite structures. Furthermore, existing studies were faced with challenge regarding large-scale signed networks due to their high time complexity, especially when determining the number of clusters in the observed network without any prior knowledge. In view of this, we propose a mathematically principled method for signed network multiple structure discovery named the Signed Stochastic Block Model (SSBM). The SSBM can capture the multiple structures contained in signed networks, e.g., community, bipartite, and coexistence of them, by adopting a probabilistic model. Moreover, by integrating the minimum message length (MML) criterion and component-wise EM (CEM) algorithm, a scalable learning algorithm that has the ability of model selection is proposed to handle large-scale signed networks. By comparing state-of-the-art methods on synthetic and real-world signed networks, extensive experimental results demonstrate the effectiveness and efficiency of SSBM in discovering large-scale exploratory signed networks with multiple structures." @default.
• W4308488195 created "2022-11-12" @default.
• W4308488195 creator A5028694889 @default.
• W4308488195 creator A5036135101 @default.
• W4308488195 creator A5042568127 @default.
• W4308488195 creator A5064842058 @default.
• W4308488195 creator A5088612760 @default.
• W4308488195 date "2023-01-01" @default.
• W4308488195 modified "2023-10-14" @default.
• W4308488195 title "SSBM: A signed stochastic block model for multiple structure discovery in large-scale exploratory signed networks" @default.
• W4308488195 cites W1548390947 @default.
• W4308488195 cites W1674978000 @default.
• W4308488195 cites W2000412498 @default.
• W4308488195 cites W2015245929 @default.
• W4308488195 cites W2069782692 @default.
• W4308488195 cites W2070882870 @default.
• W4308488195 cites W2074617510 @default.
• W4308488195 cites W2097216034 @default.
• W4308488195 cites W2101580881 @default.
• W4308488195 cites W2110381504 @default.
• W4308488195 cites W2112461976 @default.
• W4308488195 cites W2114244473 @default.
• W4308488195 cites W2142405592 @default.
• W4308488195 cites W2162146505 @default.
• W4308488195 cites W2204962579 @default.
• W4308488195 cites W2259473527 @default.
• W4308488195 cites W2417643473 @default.
• W4308488195 cites W2605255209 @default.
• W4308488195 cites W2605639536 @default.
• W4308488195 cites W2611491469 @default.
• W4308488195 cites W2766252508 @default.
• W4308488195 cites W2801835308 @default.
• W4308488195 cites W2852303562 @default.
• W4308488195 cites W2886296180 @default.
• W4308488195 cites W2913855763 @default.
• W4308488195 cites W2914959486 @default.
• W4308488195 cites W3038037918 @default.
• W4308488195 cites W3168184592 @default.
• W4308488195 cites W3208445955 @default.
• W4308488195 cites W904883932 @default.
• W4308488195 doi "https://doi.org/10.1016/j.knosys.2022.110068" @default.
• W4308488195 hasPublicationYear "2023" @default.
• W4308488195 type Work @default.
• W4308488195 citedByCount "0" @default.
• W4308488195 crossrefType "journal-article" @default.
• W4308488195 hasAuthorship W4308488195A5028694889 @default.
• W4308488195 hasAuthorship W4308488195A5036135101 @default.
• W4308488195 hasAuthorship W4308488195A5042568127 @default.
• W4308488195 hasAuthorship W4308488195A5064842058 @default.
• W4308488195 hasAuthorship W4308488195A5088612760 @default.
• W4308488195 hasBestOaLocation W43084881952 @default.
• W4308488195 hasConcept C114614502 @default.
• W4308488195 hasConcept C120665830 @default.
• W4308488195 hasConcept C121332964 @default.
• W4308488195 hasConcept C132525143 @default.
• W4308488195 hasConcept C136764020 @default.
• W4308488195 hasConcept C154945302 @default.
• W4308488195 hasConcept C192209626 @default.
• W4308488195 hasConcept C197657726 @default.
• W4308488195 hasConcept C2777210771 @default.
• W4308488195 hasConcept C2778755073 @default.
• W4308488195 hasConcept C2779773260 @default.
• W4308488195 hasConcept C2779982251 @default.
• W4308488195 hasConcept C33923547 @default.
• W4308488195 hasConcept C34947359 @default.
• W4308488195 hasConcept C41008148 @default.
• W4308488195 hasConcept C48044578 @default.
• W4308488195 hasConcept C49937458 @default.
• W4308488195 hasConcept C62520636 @default.
• W4308488195 hasConcept C73555534 @default.
• W4308488195 hasConcept C77088390 @default.
• W4308488195 hasConcept C80444323 @default.
• W4308488195 hasConceptScore W4308488195C114614502 @default.
• W4308488195 hasConceptScore W4308488195C120665830 @default.
• W4308488195 hasConceptScore W4308488195C121332964 @default.
• W4308488195 hasConceptScore W4308488195C132525143 @default.
• W4308488195 hasConceptScore W4308488195C136764020 @default.
• W4308488195 hasConceptScore W4308488195C154945302 @default.
• W4308488195 hasConceptScore W4308488195C192209626 @default.
• W4308488195 hasConceptScore W4308488195C197657726 @default.
• W4308488195 hasConceptScore W4308488195C2777210771 @default.
• W4308488195 hasConceptScore W4308488195C2778755073 @default.
• W4308488195 hasConceptScore W4308488195C2779773260 @default.
• W4308488195 hasConceptScore W4308488195C2779982251 @default.
• W4308488195 hasConceptScore W4308488195C33923547 @default.
• W4308488195 hasConceptScore W4308488195C34947359 @default.
• W4308488195 hasConceptScore W4308488195C41008148 @default.
• W4308488195 hasConceptScore W4308488195C48044578 @default.
• W4308488195 hasConceptScore W4308488195C49937458 @default.
• W4308488195 hasConceptScore W4308488195C62520636 @default.
• W4308488195 hasConceptScore W4308488195C73555534 @default.
• W4308488195 hasConceptScore W4308488195C77088390 @default.
• W4308488195 hasConceptScore W4308488195C80444323 @default.
• W4308488195 hasFunder F4320310121 @default.
• W4308488195 hasFunder F4320321001 @default.
• W4308488195 hasFunder F4320335777 @default.
• W4308488195 hasLocation W43084881951 @default.
• W4308488195 hasLocation W43084881952 @default.

• next