WSEAS Transactions on Computers
Print ISSN: 1109-2750, E-ISSN: 2224-2872
Volume 13, 2014
ROCK Clustering Algorithm Based on the P System with Active Membranes
Authors: , ,
Abstract: The ROCK algorithm plays an important role in data mining and data analysis, which can help people discover knowledge from large amounts of data. In this paper, an improved ROCK algorithm based on the P system with active membranes is constructed. Since the P system has great parallelism, it could reduce the computational time complexity and is suitable for the clustering problem. All the rules of the proposed algorithm are designed in this paper. Experimental results show that the proposed algorithm is appropriate for clustering large dataset. The proposed improved ROCK algorithm is a new attempt in applications of membrane system and it provides a novel perspective of cluster analysis.
Search Articles
Keywords: Clustering Algorithm, Hierarchical Clustering, ROCK Algorithm, Membrane Computing, P System, Membrane System
Pages: 289-299
WSEAS Transactions on Computers, ISSN / E-ISSN: 1109-2750 / 2224-2872, Volume 13, 2014, Art. #24