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: Statistical Machine Learning for Engineering with Applications; Jürgen Franke,Anita Sch?bel Textbook 2024 The Editor(s) (if applicable) an

[復(fù)制鏈接]
查看: 54612|回復(fù): 45
樓主
發(fā)表于 2025-3-21 16:24:05 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
書目名稱Statistical Machine Learning for Engineering with Applications
編輯Jürgen Franke,Anita Sch?bel
視頻videohttp://file.papertrans.cn/877/876471/876471.mp4
概述Serves as a n introduction to statistical machine learning for students, requiring only a basic training in statistics.Enables engineers and scientists to understand the potential and pitfalls of mach
叢書名稱Lecture Notes in Statistics
圖書封面Titlebook: Statistical Machine Learning for Engineering with Applications;  Jürgen Franke,Anita Sch?bel Textbook 2024 The Editor(s) (if applicable) an
描述.This book offers a leisurely introduction to the concepts and methods of machine learning. Readers will learn about classification trees, Bayesian learning, neural networks and deep learning, the design of experiments, and related methods. For ease of reading, technical details are avoided as far as possible, and there is a particular emphasis on applicability, interpretation, reliability and limitations of the data-analytic methods in practice. To cover the common availability and types of data in engineering, training sets consisting of independent as well as time series data are considered. To cope with the scarceness of data in industrial problems, augmentation of training sets by additional artificial data, generated from physical models, as well as the combination of machine learning and expert knowledge of engineers are discussed...The methodological exposition is accompanied by several detailed case studies based on industrial projects covering a broad range of engineering applications from vehicle manufacturing, process engineering and design of materials to optimization of production processes based on image analysis...The focus is on fundamental ideas, applicability and
出版日期Textbook 2024
關(guān)鍵詞Linear Regression; Crossvalidation; Bayesian Linear Regression; Local Averaging; Neural Networks; Dimensi
版次1
doihttps://doi.org/10.1007/978-3-031-66253-9
isbn_softcover978-3-031-66252-2
isbn_ebook978-3-031-66253-9Series ISSN 0930-0325 Series E-ISSN 2197-7186
issn_series 0930-0325
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl
The information of publication is updating

書目名稱Statistical Machine Learning for Engineering with Applications影響因子(影響力)




書目名稱Statistical Machine Learning for Engineering with Applications影響因子(影響力)學(xué)科排名




書目名稱Statistical Machine Learning for Engineering with Applications網(wǎng)絡(luò)公開度




書目名稱Statistical Machine Learning for Engineering with Applications網(wǎng)絡(luò)公開度學(xué)科排名




書目名稱Statistical Machine Learning for Engineering with Applications被引頻次




書目名稱Statistical Machine Learning for Engineering with Applications被引頻次學(xué)科排名




書目名稱Statistical Machine Learning for Engineering with Applications年度引用




書目名稱Statistical Machine Learning for Engineering with Applications年度引用學(xué)科排名




書目名稱Statistical Machine Learning for Engineering with Applications讀者反饋




書目名稱Statistical Machine Learning for Engineering with Applications讀者反饋學(xué)科排名




單選投票, 共有 1 人參與投票
 

1票 100.00%

Perfect with Aesthetics

 

0票 0.00%

Better Implies Difficulty

 

0票 0.00%

Good and Satisfactory

 

0票 0.00%

Adverse Performance

 

0票 0.00%

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 23:36:05 | 只看該作者
板凳
發(fā)表于 2025-3-22 02:09:27 | 只看該作者
Daria Fokina,Pavel Toktaliev,Oleg Iliev,Ivan Oseledetsfgaben angep??t. Dem Fellen der Z?hne beim S?ugling entspricht eine geringe Entwicklung der Alveolarforts?tze beider Kiefer, die geringe Ausbildung der Gaumen- und Rachenw?lbung und des ganzen Kieferskeletts. Die relativ kr?ftig entwickelte Zunge bewirkt; da? beim S?ughng im Ruhezustand eine freie M
地板
發(fā)表于 2025-3-22 07:52:58 | 只看該作者
5#
發(fā)表于 2025-3-22 08:48:30 | 只看該作者
6#
發(fā)表于 2025-3-22 14:32:40 | 只看該作者
7#
發(fā)表于 2025-3-22 17:13:42 | 只看該作者
8#
發(fā)表于 2025-3-23 00:44:23 | 只看該作者
Yannick Becker,Elisabeth Leoff,Henrike Stephani,Thomas Weibelsaftsekretion an. Die schlie?lich einsetzende Ermüdung ist ein Schutz vor überfütterung des natürlich ern?hrten Kindes. Der Saugreflex kann fast von der gesamten Mundschleimhaut aus ausgel?st werden. Sein Fehlen oder seine mangelhafte AusbUdung wird als Ausdruck einer neuropathischen Konstitution aufgefa?t [..)].
9#
發(fā)表于 2025-3-23 03:34:31 | 只看該作者
10#
發(fā)表于 2025-3-23 08:00:17 | 只看該作者
Daria Fokina,Pavel Toktaliev,Oleg Iliev,Ivan Oseledetssaftsekretion an. Die schlie?lich einsetzende Ermüdung ist ein Schutz vor überfütterung des natürlich ern?hrten Kindes. Der Saugreflex kann fast von der gesamten Mundschleimhaut aus ausgel?st werden. Sein Fehlen oder seine mangelhafte AusbUdung wird als Ausdruck einer neuropathischen Konstitution aufgefa?t [..)].
 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(diǎn)評(píng) 投稿經(jīng)驗(yàn)總結(jié) SCIENCEGARD IMPACTFACTOR 派博系數(shù) 清華大學(xué) Yale Uni. Stanford Uni.
QQ|Archiver|手機(jī)版|小黑屋| 派博傳思國際 ( 京公網(wǎng)安備110108008328) GMT+8, 2026-1-21 01:16
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
财经| 东辽县| 济阳县| 宁化县| 日土县| 南澳县| 平顺县| 大同县| 浪卡子县| 南平市| 桐城市| 和硕县| 靖安县| 历史| 鹿邑县| 惠安县| 台江县| 胶州市| 都江堰市| 安岳县| 洪泽县| 瓮安县| 芦溪县| 平塘县| 扶风县| 新化县| 东山县| 响水县| 婺源县| 嵊州市| 通化县| 柳林县| 如东县| 潮安县| 平凉市| 迁西县| 松原市| 拜泉县| 德安县| 平乐县| 巴青县|