A Generalized Sparse Fuzzy Clustering Framework with Automated Cluster Cardinality Estimation Ability
arXiv:2611.00159v1 Announce Type: new Abstract: Fuzzy clustering provides a robust framework for handling ambiguous and overlapping data boundaries, yet its traditional formulation generates entirely dense membership assignments that limit noise resilience and prevent estimating the true number of…
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- 2026-11-03 05:00 · arXiv cs.AI
A Generalized Sparse Fuzzy Clustering Framework with Automated Cluster Cardinality Estimation Ability