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.
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References
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):291–294
Pan Linqiang (2004) Tseren-OnoltIshdorj. P systems with active membranes and separation rules, Journal of Universal Computer Science 10(5):630–649
Linqiang Pan, Gheorghe Pǎun, Spiking Neural P Systems with Anti-Spikes, Int. J. of Computers, Communications & Control, IV (3)(2009), 273-282
Wang Jun (2010) Hendrik Jan Hoogeboom, Linqiang Pan, Gheorghe Pǎun, Mario J. Pérez-Jiménez, Spiking Neural P Systems with Weights, Neural Computation 22(10):2615–2646
Pan Linqiang, Wang Jun (2012) Hendrik Jan Hoogeboom. Spiking Neural P Systems with Astrocytes, Neural Computation 24(3):805–825
Pan Linqiang, Pérez-Jiménez Mario J (2010) Computational Complexity of Tissue-like P Systems. Journal of Complexity 26(3):296–315
Pan Linqiang (2011) XiangxiangZeng. Xingyi Zhang, Time-Free Spiking Neural P Systems, Neural Computation 23:1320–1342
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):352–360
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 65:1578–1584
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), 66-77
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 411:2345–2358
Xingyi Zhang, Shuo Wang (2011) NiuYunyun. Pan Linqiang, Tissue P systems with cell separation: attacking the partition problem, Science China Information Sciences 54(2):293–304
Pan Linqiang, Pǎun Gheorghe, Perez-Jimenez Mario J., Spiking neural P systems with neuron division
Linqiang Pan, Gheorghe Pǎun (2011) Perez-Jimenez Mario J., Spiking neural P systems with neuron division and budding, Science China. Inf Sci 54(8):1596–1607
Pǎun Gheorghe, Computing Membrane (2002) An Introduction. Springer-Verlag, Berlin
Pǎun G, Rozenberg G, Salomaa A (2010) Membrane Computing. Oxford University Press, New York
Ciobanu Gabriel, Păun Gheorghe, Pérez-Jiménez Mario J (2005) Applications of Membrane Computing. Springer-Verlag, Berlin
Han J, Kamber M (2002) Data Mining. Higher Education Press, Morgan Kaufmann Publishers, Beijing, Concepts and Techniques
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).
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Xue, J., Liu, X. (2014). Acute Inflammations Analysis by P System with Floor Membrane Structure. In: Li, S., Jin, Q., Jiang, X., Park, J. (eds) Frontier and Future Development of Information Technology in Medicine and Education. Lecture Notes in Electrical Engineering, vol 269. Springer, Dordrecht. https://doi.org/10.1007/978-94-007-7618-0_28
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DOI: https://doi.org/10.1007/978-94-007-7618-0_28
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