Image Segmentation based on k-means algorithm is presented in GUI (Graphical User Interface). The k-means algorithm and adaptive k-means clustering is used to obtain high performance and efficiency in ...

A k-means-type algorithm is proposed for efficiently clustering data constrained to lie on the surface of a p-dimensional unit sphere, or data that are mean-zero-unit-variance standardized ...

In this paper, the authors contain a partitional based algorithm for clustering high-dimensional objects in subspaces for iris gene dataset. In high dimensional data, clusters of objects often exist ...