Concepedia

Structural Reliability Assessment by Local Approximation of Limit State Functions Using Adaptive Markov Chain Simulation and Support Vector Regression

Hongzhe Dai, Hao Zhang, Wei Wang, Guofeng Xue

Computer-Aided Civil and Infrastructure Engineering · 2012 · 141 citations · 41 references

DOI

Concepts

References

41

Support-vector networks

Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 40.5K citations · Full text

Equation of State Calculations by Fast Computing Machines

N. Metropolis, Arianna W. Rosenbluth, M. N. Rosenbluth et al. · The Journal of Chemical Physics · 1953 · 37.1K citations

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Support-Vector Networks

Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 33K citations · Full text

Advances in neural information processing systems 7

Krzysztof J. Cios, Mark E. Shields · Neurocomputing · 1997 · 22.3K citations

, , +14

A tutorial on support vector regression

Alex Smola, Bernhard Schölkopf · Statistics and Computing · 2004 · 13K citations

, , +11