Advertisement

Acute Inflammations Analysis by P System with Floor Membrane Structure

  • Jie Xue
  • Xiyu Liu
Conference paper
Part of the Lecture Notes in Electrical Engineering book series (LNEE, volume 269)

Abstract

In this paper, a new structure of P systems has been proposed which has upstairs/downstairs rules and the same floor dissolution, creation rules to solve the disease analysis by clustering technique. Up to authors’ knowledge, this is the first time modifying the structure of P systems on floor. We do the Acute Inflammations data set from UCI by FS P system. All the processes are conducted in membranes. The analysis of Acute Inflammations data set is 83.3 % correct, which verifies that the proposed new P system can cluster data set accurately.

Keywords

FS P system Acute inflammations analysis Clustering technique 

Notes

Acknowledgments

Research is supported by the Natural Science Foundation of China (No. 61170038), the Natural Science Foundation of Shandong Province (No. ZR2011FM001), the Shandong Soft Science Major Project (No. 2010RKMA2005).

References

  1. 1.
    South J, Blass B (2001) The future of modern genomics. Blackwell, LondonGheorghe Pǎun, A quick introduction to membrane computing, The Journal of Logic and Algebraic Programming 79(2010):291–294Google Scholar
  2. 2.
    Pan Linqiang (2004) Tseren-OnoltIshdorj. P systems with active membranes and separation rules, Journal of Universal Computer Science 10(5):630–649Google Scholar
  3. 3.
    Linqiang Pan, Gheorghe Pǎun, Spiking Neural P Systems with Anti-Spikes, Int. J. of Computers, Communications & Control, IV (3)(2009), 273-282Google Scholar
  4. 4.
    Wang Jun (2010) Hendrik Jan Hoogeboom, Linqiang Pan, Gheorghe Pǎun, Mario J. Pérez-Jiménez, Spiking Neural P Systems with Weights, Neural Computation 22(10):2615–2646MATHGoogle Scholar
  5. 5.
    Pan Linqiang, Wang Jun (2012) Hendrik Jan Hoogeboom. Spiking Neural P Systems with Astrocytes, Neural Computation 24(3):805–825MATHMathSciNetGoogle Scholar
  6. 6.
    Pan Linqiang, Pérez-Jiménez Mario J (2010) Computational Complexity of Tissue-like P Systems. Journal of Complexity 26(3):296–315CrossRefMATHMathSciNetGoogle Scholar
  7. 7.
    Pan Linqiang (2011) XiangxiangZeng. Xingyi Zhang, Time-Free Spiking Neural P Systems, Neural Computation 23:1320–1342MATHGoogle Scholar
  8. 8.
    Song Tao, Pan Linqiang, Wang Jun, Venkat Ibrahim (2012) K. G. Subramanian, Rosni Abdullah, Normal Forms of Spiking Neural P Systems With Anti-Spikes. IEEE Trans Nanobiosci 11(4):352–360CrossRefGoogle Scholar
  9. 9.
    Pan Linqiang, Martin-Vide Carlos (2005) Solving multidimensional 0–1 knapsack problem by P systems with input and active membranes. Journal of Parallel and Distributed Computing 65:1578–1584CrossRefMATHGoogle Scholar
  10. 10.
    ArtiomAlhazov, Carlos Martin-Vide, and Linqiang Pan, Solving a PSPACE-complete problem by recognizing P systems with restricted active membranes, Fundamenta Informaticae, 58(2)(2003), 66-77Google Scholar
  11. 11.
    Tseren-OnoltIshdorj Alberto Leporati, Pan Linqiang, XiangxiangZeng, (2010) Xingyi Zhang, Deterministic Solutions to QSAT and Q3SAT by Spiking Neural P Systems with Pre-Computed Resources. Theoret Comput Sci 411:2345–2358Google Scholar
  12. 12.
    Xingyi Zhang, Shuo Wang (2011) NiuYunyun. Pan Linqiang, Tissue P systems with cell separation: attacking the partition problem, Science China Information Sciences 54(2):293–304MATHGoogle Scholar
  13. 13.
    Pan Linqiang, Pǎun Gheorghe, Perez-Jimenez Mario J., Spiking neural P systems with neuron divisionGoogle Scholar
  14. 14.
    Linqiang Pan, Gheorghe Pǎun (2011) Perez-Jimenez Mario J., Spiking neural P systems with neuron division and budding, Science China. Inf Sci 54(8):1596–1607MATHMathSciNetGoogle Scholar
  15. 15.
    Pǎun Gheorghe, Computing Membrane (2002) An Introduction. Springer-Verlag, BerlinGoogle Scholar
  16. 16.
    Pǎun G, Rozenberg G, Salomaa A (2010) Membrane Computing. Oxford University Press, New YorkCrossRefGoogle Scholar
  17. 17.
    Ciobanu Gabriel, Păun Gheorghe, Pérez-Jiménez Mario J (2005) Applications of Membrane Computing. Springer-Verlag, BerlinCrossRefGoogle Scholar
  18. 18.
    Han J, Kamber M (2002) Data Mining. Higher Education Press, Morgan Kaufmann Publishers, Beijing, Concepts and TechniquesMATHGoogle Scholar
  19. 19.

Copyright information

© Springer Science+Business Media Dordrecht 2014

Authors and Affiliations

  1. 1.Shandong Normal UniversityJinanChina

Personalised recommendations