Articles with "overlapping density" as a keyword



AutoSCAN: automatic detection of DBSCAN parameters and efficient clustering of data in overlapping density regions

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Published in 2024 at "PeerJ Computer Science"

DOI: 10.7717/peerj-cs.1921

Abstract: The density-based clustering method is considered a robust approach in unsupervised clustering technique due to its ability to identify outliers, form clusters of irregular shapes and automatically determine the number of clusters. These unique properties… read more here.

Keywords: original algorithm; density regions; density; overlapping density ... See more keywords