Article ID Journal Published Year Pages File Type
7548339 Statistics & Probability Letters 2018 9 Pages PDF
Abstract
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.
Keywords
Related Topics
Physical Sciences and Engineering Mathematics Statistics and Probability
Preview
Simultaneous variable weighting and determining the number of clusters-A weighted Gaussian means algorithm
Authors
, ,