FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4312440891> ?p ?o ?g. }

• W4312440891 endingPage "437" @default.
• W4312440891 startingPage "427" @default.
• W4312440891 abstract "Numerous graph clustering methods have been proposed to explore aggregation structures across multiple graphs. In these methods, single-graph features are merely considered or multigraph features are simply weighted, which are insufficient for the construction of reasonable multiple graph clustering features, since the association information between pairwise graphs is ignored and the varied local correlations might influence the clustering preference. Thus, we propose an interactive multiple graph clustering model, iMGC, in this article, to achieve reasonable multiple graph clustering features, which cannot only express multiple relationships, but also preserve associations of nodes across multiple graphs. First, a unified graph matrix is constructed with the combination of structural differences quantified by graph representation learning, which is further optimized by minimizing the difference of structural characteristics between it and each single graph matrix. Thus, multiple relationships are well integrated and expressed, while the varied local correlations within different graphs are also balanced in the unified graph matrix. Then, a constrained Laplacian rank is applied on the unified graph matrix to generate the unified clustering result directly, which is able to preserve association features across multiple graphs. Furthermore, we provide a set of visualization and interaction interfaces, enabling users to intuitively optimize and evaluate the multiple graph clustering features, and interactively explore the multiple graphs. Case studies and quantitative comparisons based on real-world datasets have demonstrated the effectiveness of iMGC in the clustering performance from various perspectives and exploration of multiple graphs." @default.
• W4312440891 created "2023-01-04" @default.
• W4312440891 creator A5000220618 @default.
• W4312440891 creator A5014009990 @default.
• W4312440891 creator A5021510618 @default.
• W4312440891 creator A5021802259 @default.
• W4312440891 creator A5031804038 @default.
• W4312440891 creator A5031905122 @default.
• W4312440891 creator A5049814360 @default.
• W4312440891 creator A5071056189 @default.
• W4312440891 date "2023-04-01" @default.
• W4312440891 modified "2023-10-14" @default.
• W4312440891 title "iMGC: Interactive Multiple Graph Clustering With Constrained Laplacian Rank" @default.
• W4312440891 cites W1494696279 @default.
• W4312440891 cites W1975172027 @default.
• W4312440891 cites W1977556410 @default.
• W4312440891 cites W1979089718 @default.
• W4312440891 cites W1985712316 @default.
• W4312440891 cites W1987971958 @default.
• W4312440891 cites W2053186076 @default.
• W4312440891 cites W2095293504 @default.
• W4312440891 cites W2123583562 @default.
• W4312440891 cites W2147475342 @default.
• W4312440891 cites W2151967815 @default.
• W4312440891 cites W2159147775 @default.
• W4312440891 cites W2252566672 @default.
• W4312440891 cites W2415243320 @default.
• W4312440891 cites W2473451853 @default.
• W4312440891 cites W2604749705 @default.
• W4312440891 cites W2800791174 @default.
• W4312440891 cites W2802815569 @default.
• W4312440891 cites W2804847616 @default.
• W4312440891 cites W2884738862 @default.
• W4312440891 cites W2884954959 @default.
• W4312440891 cites W2899250176 @default.
• W4312440891 cites W2955147859 @default.
• W4312440891 cites W2956831428 @default.
• W4312440891 cites W2962756421 @default.
• W4312440891 cites W2978477452 @default.
• W4312440891 cites W3006772423 @default.
• W4312440891 cites W3039923895 @default.
• W4312440891 cites W3092695393 @default.
• W4312440891 cites W3111284552 @default.
• W4312440891 cites W4235488264 @default.
• W4312440891 cites W4244923699 @default.
• W4312440891 doi "https://doi.org/10.1109/thms.2022.3227181" @default.
• W4312440891 hasPublicationYear "2023" @default.
• W4312440891 type Work @default.
• W4312440891 citedByCount "1" @default.
• W4312440891 countsByYear W43124408912023 @default.
• W4312440891 crossrefType "journal-article" @default.
• W4312440891 hasAuthorship W4312440891A5000220618 @default.
• W4312440891 hasAuthorship W4312440891A5014009990 @default.
• W4312440891 hasAuthorship W4312440891A5021510618 @default.
• W4312440891 hasAuthorship W4312440891A5021802259 @default.
• W4312440891 hasAuthorship W4312440891A5031804038 @default.
• W4312440891 hasAuthorship W4312440891A5031905122 @default.
• W4312440891 hasAuthorship W4312440891A5049814360 @default.
• W4312440891 hasAuthorship W4312440891A5071056189 @default.
• W4312440891 hasConcept C115178988 @default.
• W4312440891 hasConcept C132525143 @default.
• W4312440891 hasConcept C154945302 @default.
• W4312440891 hasConcept C198414033 @default.
• W4312440891 hasConcept C203776342 @default.
• W4312440891 hasConcept C22047676 @default.
• W4312440891 hasConcept C22149727 @default.
• W4312440891 hasConcept C33923547 @default.
• W4312440891 hasConcept C41008148 @default.
• W4312440891 hasConcept C73555534 @default.
• W4312440891 hasConcept C80444323 @default.
• W4312440891 hasConceptScore W4312440891C115178988 @default.
• W4312440891 hasConceptScore W4312440891C132525143 @default.
• W4312440891 hasConceptScore W4312440891C154945302 @default.
• W4312440891 hasConceptScore W4312440891C198414033 @default.
• W4312440891 hasConceptScore W4312440891C203776342 @default.
• W4312440891 hasConceptScore W4312440891C22047676 @default.
• W4312440891 hasConceptScore W4312440891C22149727 @default.
• W4312440891 hasConceptScore W4312440891C33923547 @default.
• W4312440891 hasConceptScore W4312440891C41008148 @default.
• W4312440891 hasConceptScore W4312440891C73555534 @default.
• W4312440891 hasConceptScore W4312440891C80444323 @default.
• W4312440891 hasFunder F4320321001 @default.
• W4312440891 hasIssue "2" @default.
• W4312440891 hasLocation W43124408911 @default.
• W4312440891 hasOpenAccess W4312440891 @default.
• W4312440891 hasPrimaryLocation W43124408911 @default.
• W4312440891 hasRelatedWork W2053209358 @default.
• W4312440891 hasRelatedWork W2155218858 @default.
• W4312440891 hasRelatedWork W2791849501 @default.
• W4312440891 hasRelatedWork W3022222974 @default.
• W4312440891 hasRelatedWork W3023181276 @default.
• W4312440891 hasRelatedWork W3154933889 @default.
• W4312440891 hasRelatedWork W4214710283 @default.
• W4312440891 hasRelatedWork W4286857724 @default.
• W4312440891 hasRelatedWork W4312440891 @default.
• W4312440891 hasRelatedWork W4323896988 @default.
• W4312440891 hasVolume "53" @default.
• W4312440891 isParatext "false" @default.

• next