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cs.LG2022
IPD:An Incremental Prototype based DBSCAN for large-scale data with cluster representatives
Jayasree Saha, Jayanta Mukherjee
DBSCAN is a fundamental density-based clustering technique that identifies any arbitrary shape of the clusters. However, it becomes infeasible while handling big data. On the other…
cs.LG2019★ 60 cited
CNAK : Cluster Number Assisted K-means
Jayasree Saha, Jayanta Mukherjee
Determining the number of clusters present in a dataset is an important problem in cluster analysis. Conventional clustering techniques generally assume this parameter to be provid…