Title :
An Attractive Leader Approach Based Clustering for Non-Symmetric Proximity
Author :
Kiranagi, Bapu B. ; Guru, D.S.
Author_Institution :
Dept. of Studies in Comput. Sci., Mysore Univ.
Abstract :
In this paper, the importance of non-symmetric proximity between symbolic data is discussed and a new algorithm for clustering is proposed. The proposed algorithm works directly on the non-symmetric proximity matrices and is based on the leader oriented incremental approach. Experiments on the standard symbolic data sets have been conducted in order to study the efficacy of the proposed methodology
Keywords :
pattern clustering; statistical analysis; leader approach based clustering; non-symmetric proximity; Biomedical imaging; Clustering algorithms; Data engineering; Image analysis; Image processing; Object oriented modeling; Pattern analysis; Pattern recognition; Remote sensing; Symmetric matrices; Attractive Leader based Clustering; Data Engineering and Non-symmetric proximity; Symbolic data;
Conference_Titel :
Signal Processing, Communications and Networking, 2007. ICSCN '07. International Conference on
Conference_Location :
Chennai
Print_ISBN :
1-4244-0997-7
Electronic_ISBN :
1-4244-0997-7
DOI :
10.1109/ICSCN.2007.350691
