Articles with "dynamic bipartite" as a keyword



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

Efficient Projection-Based Algorithms for Tip Decomposition on Dynamic Bipartite Graphs

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Published in 2025 at "IEEE Transactions on Knowledge and Data Engineering"

DOI: 10.1109/tkde.2024.3486310

Abstract: This paper addresses the pressing need for effective k-tips decomposition in dynamic bipartite graphs, a crucial aspect of real-time applications that analyze and mine binary relationship patterns. Recognizing the dynamic nature of these graphs, our… read more here.

Keywords: decomposition dynamic; dynamic bipartite; bipartite graphs; projection based ... See more keywords