Concepedia

A comparison of artificial neural network and classical regression models for earthquake-induced slope displacements

Youngkyu Cho, Farid Khosravikia, Ellen M. Rathje

Soil Dynamics and Earthquake Engineering · 2021 · 35 citations · 22 references

Concepts

EngineeringCivil EngineeringEarth SciencesEarthquake EngineeringGeotechnical EngineeringMachine LearningEarthquake Ground MotionEngineering SeismologyGeotechnical Earthquake EngineeringGround Motion CharacterizationRupture DynamicsStrong-motion SeismologyArtificial Neural Network SurrogatesDisplacement Prediction ModelsEarthquake-induced LandslidesGround Motion ModelingGround Motion PredictionGround Motion Prediction EquationsNeural Network Modeling

References

22

Approximation by superpositions of a sigmoidal function

George Cybenko · Mathematics of Control Signals and Systems · 1989 · 13.7K citations

Computing, Computer Science, Machine Learning +5

Mixed-Effects Models in S and S-PLUS

Technometrics · 2001 · 9.4K citations · Full text

Business, Biostatistics, Statistical Modeling +9

Interpreting neural-network connection weights

G. David Garson · AI Expert archive · 1991 · 1.5K citations

Computing, Computer Science, Machine Learning +8

Regression models for estimating coseismic landslide displacement

Randall W. Jibson · Engineering Geology · 2007 · 671 citations

Natural Sciences, Earth Sciences, Geological Engineering +11

Simplified Procedure for Estimating Earthquake-Induced Deviatoric Slope Displacements

Jonathan D. Bray, Thaleia Travasarou · Journal of Geotechnical and Geoenvironmental Engineering · 2007 · 538 citations

Engineering, Civil Engineering, Earthquake Engineering +14