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MARS Applications in Geotechnical Engineering Systems - Multi-Dimension with Big Data (Hardcover, 1st ed. 2020) Loot Price: R2,895
Discovery Miles 28 950
MARS Applications in Geotechnical Engineering Systems - Multi-Dimension with Big Data (Hardcover, 1st ed. 2020): Wengang Zhang

MARS Applications in Geotechnical Engineering Systems - Multi-Dimension with Big Data (Hardcover, 1st ed. 2020)

Wengang Zhang

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Loot Price R2,895 Discovery Miles 28 950 | Repayment Terms: R271 pm x 12*

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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.

General

Imprint: Springer Verlag, Singapore
Country of origin: Singapore
Release date: May 2019
First published: 2020
Authors: Wengang Zhang
Dimensions: 235 x 155mm (L x W)
Format: Hardcover
Pages: 240
Edition: 1st ed. 2020
ISBN-13: 978-981-13-7421-0
Categories: Books > Computing & IT > Computer communications & networking > General
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LSN: 981-13-7421-X
Barcode: 9789811374210

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