Simultaneous variable weighting and determining the number of clusters—A weighted Gaussian means algorithm
Statistics and Probability Letters
We propose a simple variable (feature) weight learning strategy for the Gaussian means algorithm which can automatically determine the number of clusters in a dataset as well. We investigate some important theoretical properties and convergence behavior of the proposed algorithm.
Chakraborty, Saptarshi and Das, Swagatam, "Simultaneous variable weighting and determining the number of clusters—A weighted Gaussian means algorithm" (2018). Journal Articles. 1368.