astro-ph.HE · 2026-05-30 · No. 12
High Energy Astrophysical Phenomena, 2026-05-30.
1 new papers in astro-ph.HE. Titles, authors,
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01 — The papers
1 entries-
01
A new completely parameter-free clustering algorithm for unsupervised classification of BATSE gamma-ray bursts
Soumita Modak
astro-ph.HE · cs.LG · stat.ML
Cluster analysis is a widely applied machine learning technique to understand the existing patterns in the population of gamma-ray bursts (GRBs), in order to explore their physical sources. In the present scenario, the number of clusters corresponding to differentiable groups is still under conflict, in spite of numerous attempts with the state-of-the-art clustering procedures. This crucial unknown parameter needs to be evaluated, either...
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