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MARS Applications in Geotechnical Engineering Systems: Multi-Dimension with Big Data by Wengang Zhang 9789811374210

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Description

This book presents the application of a comparatively simple nonparametric regression algorithm, known as the multivariate adaptive regression splines (MARS) surrogate model, which can be used to approximate the relationship between the inputs and outputs, and express that relationship mathematically. The book first describes the MARS algorithm, then highlights a number of geotechnical applications with multivariate big data sets to explore the approach's generalization capabilities and accuracy. As such, it offers a valuable resource for all geotechnical researchers, engineers, and general readers interested in big data analysis.

Book Information
ISBN 9789811374210
Author Wengang Zhang
Format Hardback
Page Count 240
Imprint Springer Verlag, Singapore
Publisher Springer Verlag, Singapore
Weight(grams) 565g

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