Partial Least Squares Method in the Analysis of the Intensity of Damage in Prefabricated Large-Block Building Structures
2017 ◽
Vol 62
(2)
◽
pp. 269-277
◽
Keyword(s):
Abstract The paper presents the research methodology aimed at determining the building damage intensity index as a linear combination of indices describing the damage to its individual components. The research base comprised 129 building structures erected in the large-block technology. The study compared the results of a standardized approach to data mining - PCA (Principal Components Analysis) with the procedure of the PLSR method (Partial Least Squares Regression). As a result of the analysis, a generalized form of the building damage index was obtained, as a linear combination of the damage to its components.
2012 ◽
Vol 3
(4)
◽
pp. 38-52
◽
2017 ◽
Vol 8
(4)
◽
pp. 46-68
◽
2013 ◽
Vol 779-780
◽
pp. 675-679
◽
2015 ◽
Vol 135
(2)
◽
pp. 236-243
2012 ◽
Vol 61
(2)
◽
pp. 277-290
◽
2018 ◽
Vol 74
(4)
◽
pp. I_301-I_306
◽