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Mining Bursting Core in Large Temporal Graphs

Summary: Defines (l, delta)-maximal bursting core: a temporal subgraph with each node's average degree ≥ delta in a time segment of length at least l, capturing bursting communities in temporal graphs. Develops DP to compute segment density in O(|T|), O(l) updates, and non-dominated core enumeration; experiments on 9 real datasets show effectiveness, efficiency, and scalability. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
12902
Venue
VLDB
Year
2022
Pagerank
6.357214e-05
Overall Rank
4,208 | 70.73%
DOI
10.14778/3565838.3565845

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