Trivedi, Ruchi, and Namita Srivastava. “Hybrid Hard–Soft Clustering For Outlier Detection: Development of the HS-COS Framework”. Global Journal of Mathematics and Statistics, vol. 3, no. 1, May 2026, pp. 01-09, doi:10.61424/gjms.v3i1.828.