Hierarchical clustering with Membrane Computing.

descriptionPublicationkeyboard_double_arrow_right Article 01 Jan 2008 Spain English Publisher:Institute of Informatics Slovak Academy of SciencesJournal:Comput. Informatics, volume 27, pages 497-513

Authors: Cardona, Mónica; Colomer, M. Angels; Zaragoza, Alba; Pérez Jiménez, Mario de Jesús;

handle: 11441/68004

Hierarchical clustering with Membrane Computing.

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Abstract

In this paper we approach the problem of hierarchical clustering through membrane computing. A specific P system with external output is designed for each Boolean matrix associated with a finite set of individuals. The computation of the system allows us to obtain one of the possible classifications in a non-deterministic way. The amount of resources required in the construction is polynomial in the number of individuals and of characteristics analyzed.

Ministerio de Educación y Ciencia TIN2006-13425

Junta de Andalucía TIC-581

Country

Spain

Related Organizations

University of Seville
Spain

Keywords

P systems, hierarchical clustering, Hierarchical clustering, P System

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