An improved compatible clustering algorithm

DOI

10.2991/icitmi-15.2015.71How to use a DOI?

Keywords

Clustering; Compatible data; Spherical space

Abstract

In this paper, we discuss the problem of compatible clustering, we propose a new compatible clustering algorithm based on pNCompClu[9]. The new algorithm adopts spherical space approximation technique to replace the point neighborhood mechanism of pNCompClu. Experiments show that the proposed algorithm can get some consistent clustering results, and theory analysis also demonstrates that the proposed algorithm has higher clustering precision than pNCompClu has

Copyright

© 2015, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Renxia Wan
AU  - Duoqian Miao
AU  - Caixia Li
PY  - 2015/10
DA  - 2015/10
TI  - An improved compatible clustering algorithm
BT  - Proceedings of the 4th International Conference on Information Technology and Management Innovation
PB  - Atlantis Press
SP  - 445
EP  - 449
SN  - 2352-538X
UR  - https://doi.org/10.2991/icitmi-15.2015.71
DO  - 10.2991/icitmi-15.2015.71
ID  - Wan2015/10
ER  -