Title :
Evaluation of Fire Risk Based on Generalized Regression
Author :
Qian Ding ; Zhenghong Peng ; Tianzhen Liu ; Qiaohui Tong
Author_Institution :
Sch. of Urban Design, Wuhan Univ., Wuhan, China
Abstract :
Based on generalized regression without known dependent variable, that is, without training samples, an evaluation model of the level of fire hazard is proposed, and a definite linear algorithm without iteration is given. The model realizes regression with latent variable using reasonable prescription constraint. The data example is given by means of convenient computation software. The method is also suitable to other evaluation problems with similar data constructions.
Keywords :
fires; hazards; regression analysis; convenient computation software; data constructions; evaluation model; evaluation problems; fire hazard; fire risk; generalized regression; iteration; latent variable; linear algorithm; Buildings; Computational modeling; Fires; Indexes; Mathematical model; definite algorithm; evaluation model; fire risk; latent regression; prescription constraint;
Conference_Titel :
Computer, Consumer and Control (IS3C), 2014 International Symposium on
Conference_Location :
Taichung
DOI :
10.1109/IS3C.2014.232
