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portada Mars Applications in Geotechnical Engineering Systems: Multi-Dimension With big Data
Type
Physical Book
Publisher
Author
Year
2019
Language
English
Pages
240
Format
Hardcover
ISBN13
9789811374210
Edition No.
1
Categories

Mars Applications in Geotechnical Engineering Systems: Multi-Dimension With big Data

Wengang Zhang (Author) · Springer · Hardcover

Mars Applications in Geotechnical Engineering Systems: Multi-Dimension With big Data - Wengang Zhang

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Synopsis "Mars Applications in Geotechnical Engineering Systems: Multi-Dimension With big Data "

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. 

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