Articles with "core maintenance" as a keyword



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Generalized core maintenance of dynamic bipartite graphs

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Published in 2022 at "Data Mining and Knowledge Discovery"

DOI: 10.1007/s10618-021-00805-0

Abstract: k -core is important in many graph mining applications, such as community detection and clique finding. As one generalized concept of k -core, ( i ,  j )-core is more suited for bipartite graph analysis… read more here.

Keywords: generalized core; maintenance dynamic; core maintenance; core ... See more keywords
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Fast Core Maintenance in Dynamic Graphs

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Published in 2022 at "IEEE Transactions on Computational Social Systems"

DOI: 10.1109/tcss.2021.3064836

Abstract: This article studies the core maintenance problem in dynamic graphs. The core number is a fundamental index reflecting the cohesiveness of a graph, which is widely used in large-scale graph analytics. The core maintenance problem… read more here.

Keywords: dynamic graphs; maintenance; core maintenance; inserted deleted ... See more keywords
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Revisiting Core Maintenance for Dynamic Hypergraphs

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Published in 2023 at "IEEE Transactions on Parallel and Distributed Systems"

DOI: 10.1109/tpds.2023.3236669

Abstract: Core maintenance for dynamic hypergraphs has been receiving an increasing attention. However, existing works mainly focus on the insertion/deletion of hyperedges. This article revisits the problem from the view of vertices change. We study core… read more here.

Keywords: core; core maintenance; core numbers; dynamic hypergraphs ... See more keywords