Efficient Structural Clustering on Probabilistic Graphs
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Knowledge and Data Engineering"
DOI: 10.1109/tkde.2018.2872553
Abstract: Structural clustering is a fundamental graph mining operator which is not only able to find densely-connected clusters, but it can also identify hub vertices and outliers in the graph. Previous structural clustering algorithms are tailored… read more here.
Keywords: efficient structural; clustering probabilistic; probabilistic graphs; structural clustering ... See more keywords
Structural Clustering of Multi-Layer Graphs
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Knowledge and Data Engineering"
DOI: 10.1109/tkde.2025.3579684
Abstract: Multi-layer graphs have emerged as a new representation of multi-faceted relationships between entities in the real world. Community detection on multi-layer graphs has been investigated to gain deeper insights into the modular structures of real-world… read more here.
Keywords: layer graphs; multi layer; structural clustering;