Search Results for author: Arka P. Ghosh

Found 1 papers, 0 papers with code

Merging $K$-means with hierarchical clustering for identifying general-shaped groups

no code implementations23 Dec 2017 Anna D. Peterson, Arka P. Ghosh, Ranjan Maitra

For instance, hierarchical clustering identifies groups in a tree-like structure but suffers from computational complexity in large datasets while $K$-means clustering is efficient but designed to identify homogeneous spherically-shaped clusters.

Clustering Density Estimation +1

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