Performance Evaluation of Line Symmetry-Based Validity Indices on Clustering Algorithms

Finding the optimal number of clusters and the appropriate partitioning of the given dataset are the two major challenges while dealing with clustering. For both of these, cluster validity indices are used. In this paper, seven widely used cluster validity indices, namely DB index, PS index, I index...

Full description

Bibliographic Details
Main Authors: Kumar Vijay, Chhabra Jitender Kumar, Kumar Dinesh
Format: Article
Language:English
Published: De Gruyter 2017-07-01
Series:Journal of Intelligent Systems
Subjects:
Online Access:https://doi.org/10.1515/jisys-2016-0010