The thyroid disease analysis by a class of tissue P system

In this paper, we propose a new class of tissue P system. A new kind of membrane structure is constructed which is different with the traditional tissue P systems. New communication rules are described. Then a clustering algorithm is designed with implementation on this P system. Finally we apply the technique in the thyroid disease data set and obtain some classification result.

[1]  R J Lipton,et al.  DNA solution of hard computational problems. , 1995, Science.

[2]  Petra Perner,et al.  Data Mining - Concepts and Techniques , 2002, Künstliche Intell..

[3]  Gheorghe Paun,et al.  A quick introduction to membrane computing , 2010, J. Log. Algebraic Methods Program..

[4]  Herbert Edelsbrunner,et al.  Simplification of three-dimensional density maps , 2004, IEEE Transactions on Visualization and Computer Graphics.

[5]  Witold Pedrycz,et al.  DNA approach to solve clustering problem based on a mutual order , 2008, Biosyst..

[6]  Artiom Alhazov,et al.  Membrane Computing , 2013, Lecture Notes in Computer Science.

[7]  L M Adleman,et al.  Molecular computation of solutions to combinatorial problems. , 1994, Science.

[8]  Gheorghe Paun,et al.  DNA Computing: New Computing Paradigms , 1998 .

[9]  R. Forman.  Morse Theory for Cell Complexes , 1998 .