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astro-ph.GA2024★ 2 cited
Membership determination in open clusters using the DBSCAN Clustering Algorithm
Mudasir Raja, Priya Hasan, Md Mahmudunnobe +2
In this paper, we apply the machine learning clustering algorithm Density Based Spatial Clustering of Applications with Noise (DBSCAN) to study the membership of stars in twelve op…
astro-ph.GA2024★ 1 cited
Using GMM in Open Cluster Membership: An Insight
Md Mahmudunnobe, Priya Hasan, Mudasir Raja +2
The unprecedented precision of Gaia has led to a paradigm shift in membership determination of open clusters where a variety of machine learning (ML) models can be employed. In thi…