Prediction of Campus Fire Based on SVM

Su Bin Zhu; Hai Yan Zhu

doi:10.4028/www.scientific.net/AMM.333-335.1283

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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vols. 333-335Prediction of Campus Fire Based on SVM

Prediction of Campus Fire Based on SVM

Abstract:

According to fire protection safety system, such as students' dormitories, put forward a fire prediction method based on SVM to deduce the possibility and risk level, in which peoples behavior state is combined with static fire factors .Then, the simulation results are shown the method is effective.

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Periodical:

Applied Mechanics and Materials (Volumes 333-335)

Pages:

1283-1287

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.333-335.1283

Citation:

Cite this paper

Online since:

July 2013

Authors:

Su Bin Zhu*, Hai Yan Zhu

Keywords:

Classification, Fire Critical, Fire Safety, Prediction

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* - Corresponding Author

References

[1] H. Liu, Analysis and research on prevention countermeasures of fire safety in colleges and universities, Journal of Northwestern Polytechnical University(social sciences), 2009, Vol. 29(2009), p.2. 92-95. （in Chinese）.

Google Scholar

[2] A. Li， C. Di and Y.O. Zuo, Establishment of evaluation system of university campus dormitory Fire, Journal of Catastrophology，2004，Vol. 19(2004), p. S1. 77-82. （in Chinese）.

Google Scholar

[3] W.S. Li, and Q. Guo, The campus fire hazard analysis based on fuzzy analytic hierarchical process, Journal of Yangtze University(Natural Science Edition), Vol. 5(2008), p.4. 108-111. （in Chinese）.

Google Scholar

[4] J. Li, J.H. Jiang, and M.H. Li, Hazard analysis system of urban post-earthquake fire based on GIS , Acta Seismologica Sinica, Vol. 23(2001), p.4. 420-426. （in Chinese）.

DOI: 10.1007/s11589-001-0123-2

Google Scholar

[5] J.J. Zhu L.Z. Chen, and J.Y. Shi, GIS-based campus fire emergency system design[J]. Sichuan Building Science, Vol. 35(2009), p.5. 54-57. （in Chinese）.

Google Scholar

[6] X. Xiao, D.M. Zhu, and R. Xia, Based on 3D GIS campus fire emergency rescue decision support system research, Henan Science, Vol. 29(2011), p.1. 88-91. （in Chinese）.

Google Scholar

[7] Michael J. Kevany, GIS in the World Trade Center attack-trial by fire, Computers, Environment and Urban Systems, Vol. 27(2003), p.27. 571-583.

DOI: 10.1016/s0198-9715(03)00015-2

Google Scholar

[8] GB50045-95（2005）Code for fire protection design of tall buildings(Beijing: China Planning Press, 2006). （in Chinese）.

Google Scholar

[9] N.Y. Den, and Y.J. Tian, Support vector machine, a new method for data mining(Beijing: Science Press, 2004). （in Chinese）.

Google Scholar