找回密碼
 To register

QQ登錄

只需一步,快速開始

掃一掃,訪問微社區(qū)

打印 上一主題 下一主題

Titlebook: MARS Applications in Geotechnical Engineering Systems; Multi-Dimension with Wengang Zhang Book 2020 Science Press and Springer Nature Singa

[復(fù)制鏈接]
查看: 50581|回復(fù): 52
樓主
發(fā)表于 2025-3-21 19:04:34 | 只看該作者 |倒序瀏覽 |閱讀模式
書目名稱MARS Applications in Geotechnical Engineering Systems
副標(biāo)題Multi-Dimension with
編輯Wengang Zhang
視頻videohttp://file.papertrans.cn/621/620035/620035.mp4
概述Presents the nonparametric regression algorithm known as multivariate adaptive regression splines (MARS) and its applications.Introduces simple algorithms that are easy to interpret and deliver good c
圖書封面Titlebook: MARS Applications in Geotechnical Engineering Systems; Multi-Dimension with Wengang Zhang Book 2020 Science Press and Springer Nature Singa
描述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.?.
出版日期Book 2020
關(guān)鍵詞Multivariate Adaptive Regression Splines; Geotechnical Engineering System; Big Data; Surrogate Model; Me
版次1
doihttps://doi.org/10.1007/978-981-13-7422-7
isbn_ebook978-981-13-7422-7
copyrightScience Press and Springer Nature Singapore Pte Ltd. 2020
The information of publication is updating

書目名稱MARS Applications in Geotechnical Engineering Systems影響因子(影響力)




書目名稱MARS Applications in Geotechnical Engineering Systems影響因子(影響力)學(xué)科排名




書目名稱MARS Applications in Geotechnical Engineering Systems網(wǎng)絡(luò)公開度




書目名稱MARS Applications in Geotechnical Engineering Systems網(wǎng)絡(luò)公開度學(xué)科排名




書目名稱MARS Applications in Geotechnical Engineering Systems被引頻次




書目名稱MARS Applications in Geotechnical Engineering Systems被引頻次學(xué)科排名




書目名稱MARS Applications in Geotechnical Engineering Systems年度引用




書目名稱MARS Applications in Geotechnical Engineering Systems年度引用學(xué)科排名




書目名稱MARS Applications in Geotechnical Engineering Systems讀者反饋




書目名稱MARS Applications in Geotechnical Engineering Systems讀者反饋學(xué)科排名




單選投票, 共有 0 人參與投票
 

0票 0%

Perfect with Aesthetics

 

0票 0%

Better Implies Difficulty

 

0票 0%

Good and Satisfactory

 

0票 0%

Adverse Performance

 

0票 0%

Disdainful Garbage

您所在的用戶組沒有投票權(quán)限
沙發(fā)
發(fā)表于 2025-3-21 21:05:22 | 只看該作者
A Review of Surrogate Models,lve the use of numerical procedures such as the finite element method, this surface may be difficult to determine explicitly in terms of the random variables, and therefore, the limit state function can only be expressed implicitly rather than in a closed-form solution.
板凳
發(fā)表于 2025-3-22 00:29:42 | 只看該作者
地板
發(fā)表于 2025-3-22 08:35:59 | 只看該作者
MARS Use in Evaluating Entry-Type Excavation Stability,fically developed for rock stability analysis in entry-type excavations. This span design chart plots the critical span against rock mass rating for the observed case histories and has been widely accepted by many mining operations for an initial span design of cut and fill stopes.
5#
發(fā)表于 2025-3-22 09:23:42 | 只看該作者
6#
發(fā)表于 2025-3-22 14:07:03 | 只看該作者
pplications 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.?.978-981-13-7422-7
7#
發(fā)表于 2025-3-22 20:28:34 | 只看該作者
8#
發(fā)表于 2025-3-22 22:38:10 | 只看該作者
MARS Use in Assessment of Soil Liquefaction Based on Capacity Energy Concept,o initial soil parameters such as the relative density, initial effective confining pressure, fine contents, and soil textural properties. Analyses have been carried out on a total of 302 previously published tests using MARS, to assess the capacity energy required to trigger liquefaction in sand and silty sands.
9#
發(fā)表于 2025-3-23 05:11:16 | 只看該作者
MARS_LR Use in Assessment of Soil Liquefaction,operties. In this chapter, a modification MARS approach based on logistic regression (LR) MARS_LR is used to evaluate seismic liquefaction potential based on actual field records. Three different MARS_LR models were used to analyze three different field liquefaction databases, and the results are compared with BPNN.
10#
發(fā)表于 2025-3-23 06:04:58 | 只看該作者
Conclusions and Recommendations,fourth is to demonstrate the procedures of MARS use, including the model development, model interpretation, and parametric sensitivity analysis. The last is to illustrate the modified MARS procedure for pattern recognition/classification (MARS_LR), such as the liquefaction assessment and the stability evaluation of the entry-type excavation.
 關(guān)于派博傳思  派博傳思旗下網(wǎng)站  友情鏈接
派博傳思介紹 公司地理位置 論文服務(wù)流程 影響因子官網(wǎng) 吾愛論文網(wǎng) 大講堂 北京大學(xué) Oxford Uni. Harvard Uni.
發(fā)展歷史沿革 期刊點評 投稿經(jīng)驗總結(jié) SCIENCEGARD IMPACTFACTOR 派博系數(shù) 清華大學(xué) Yale Uni. Stanford Uni.
QQ|Archiver|手機版|小黑屋| 派博傳思國際 ( 京公網(wǎng)安備110108008328) GMT+8, 2025-10-26 11:07
Copyright © 2001-2015 派博傳思   京公網(wǎng)安備110108008328 版權(quán)所有 All rights reserved
快速回復(fù) 返回頂部 返回列表
锦州市| 来凤县| 若羌县| 潮州市| 新宁县| 喀喇沁旗| 万全县| 伊川县| 北流市| 峨山| 巴林左旗| 柏乡县| 万全县| 铜梁县| 玉树县| 蕉岭县| 琼海市| 涿鹿县| 绵阳市| 南陵县| 璧山县| 囊谦县| 山东省| 开鲁县| 雷波县| 吴江市| 平安县| 上林县| 黑河市| 梓潼县| 连山| 临沭县| 娱乐| 广宁县| 新龙县| 西城区| 龙江县| 灌阳县| 甘洛县| 东方市| 瓮安县|