BEADS: High dimensional data cluster visualization

In this poster paper, we present BEADS, a high dimensional data cluster visualization by having a 2-D representation of shape and spread of the cluster. The Cluster Division component, the Bead Shape Identification and Cluster Shape Composition form the core of the system. BEADS visualization consists of a 2-D plot, standard 2-D shapes which are used as metaphors to represent corresponding high-dimensional shapes of beads. The final resulting images convey the relative placement of beads with respect to the cluster center, the shape of the beads. We give a textual summary of the beads and their 2-D placement on the Beads plot in tabular format along with the image.