DocumentCode
3313014
Title
Establishment of the Evaluation Index System of Emergency Plans Based on Hybrid of SOM Network and K-means Algorithm
Author
Yang, Yongjun ; Rong, Lili
Author_Institution
Inst. of Syst. Eng., Dalian Univ. of Technol., Dalian
Volume
7
fYear
2008
fDate
18-20 Oct. 2008
Firstpage
347
Lastpage
351
Abstract
This paper tries to find out a method of establishing a universal evaluation index system which is not only used to evaluate one single emergency plan, but also used to evaluate a class of emergency plans. According to the similarity of the content structures of emergency plans, statistical analysis is performed on their paragraph headings firstly, and then clustering is performed on the emergency plans using the method hybrid of SOM Network and K-means clustering algorithm, finally, we establish a universal evaluation index system for a cluster of emergency plans.
Keywords
emergency services; pattern clustering; self-organising feature maps; statistical analysis; SOM network; emergency plans; evaluation index system; k-means algorithm; k-means clustering algorithm; paragraph headings; statistical analysis; Accidents; Clustering algorithms; Computer networks; Disaster management; Earthquakes; Electronic mail; Frequency; Performance evaluation; Statistical analysis; Systems engineering and theory;
fLanguage
English
Publisher
ieee
Conference_Titel
Natural Computation, 2008. ICNC '08. Fourth International Conference on
Conference_Location
Jinan
Print_ISBN
978-0-7695-3304-9
Type
conf
DOI
10.1109/ICNC.2008.454
Filename
4667998
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