A dual Kriging-XGBoost model for reconstructing building seismic responses using strong motion data

Author:

Abdelmalek-Lee EusefORCID,Burton Henry

Funder

National GEM Consortium

Publisher

Springer Science and Business Media LLC

Subject

Geophysics,Geotechnical Engineering and Engineering Geology,Building and Construction,Civil and Structural Engineering

Reference14 articles.

1. Bagheri Bodaghabadi M (2018) Is it necessarily a normally distributed data for kriging? a case study: soil salinity map of Ghahab area, central Iran. Desert 23(2):284–293

2. Chen T, Guestrin C (2016) Xgboost: a scalable tree boosting system. In: Proceedings of the 22nd Acm Sigkdd international conference on knowledge discovery and data mining, pp. 785–794

3. Farrar CR, Worden K (2006) An introduction to structural health monitoring. Trans Royal Soc A Math Phys Eng Sci 365(1851):303–315

4. He GXJ, Liu Y (2012) Structural response reconstruction based on empirical mode decomposition in time domain. Mech Syst Signal Process 28(4):348–366

5. Jayaram N, Baker JW (2009) Correlation model for spatially distributed ground-motion intensities. Earthq Eng Struct Dyn 38(15):1687–1708

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