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MARS Applications in Geotechnical Engineering Systems - Multi-Dimension with Big Data (Hardcover, 1st ed. 2020) Loot Price: R2,949
Discovery Miles 29 490
Repayment Terms: R276 pm x 12*
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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 R2,949 Discovery Miles 29 490 | Repayment Terms: R276 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
Books > Business & Economics > Business & management > Business mathematics & systems > General
Books > Earth & environment > Earth sciences > Meteorology > General
Books > Computing & IT > Applications of computing > Databases > General
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LSN: 981-13-7421-X
Barcode: 9789811374210

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