Statistical Machine Learning for Engineering with Applications
暫譯: 工程應用的統計機器學習
Franke, Jürgen, Schöbel, Anita
- 出版商: Springer
- 出版日期: 2024-10-09
- 售價: $5,260
- 貴賓價: 9.5 折 $4,997
- 語言: 英文
- 頁數: 380
- 裝訂: Quality Paper - also called trade paper
- ISBN: 3031662520
- ISBN-13: 9783031662522
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相關分類:
Machine Learning
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商品描述
作者簡介
Jürgen Franke has been a professor of Applied Mathematical Statistics and the speaker of the interdisciplinary Center for Mathematical and Computational Modelling (CM)² at the University of Kaiserslautern. Since his retirement from teaching, he joined the Fraunhofer Institute for Industrial Mathematics (ITWM) as a scientific consultant on statistics. His research focuses on nonlinear time series analysis, nonparametric statistics and statistical learning with applications in engineering and finance.
Anita Schöbel is professor of Applied Mathematics at the University Kaiserslautern-Landau and head of the Fraunhofer Institute for Industrial Mathematics (ITWM). Currently she is also president of the Association of European Operational Research Societies (EURO). At Fraunhofer Society she is responsible for the strategic research area Next Generation Computing and vice spokesperson for the quantum computing competence network. Her research focuses on discrete optimization and on robust and multi-objective optimization with applications in transportation.
作者簡介(中文翻譯)
尤根·弗蘭克(Jürgen Franke)曾擔任凱瑟斯勞滕大學應用數學統計學教授及跨學科數學與計算建模中心(CM)²的發言人。自從退休後,他加入了弗勞恩霍夫工業數學研究所(ITWM),擔任統計學的科學顧問。他的研究專注於非線性時間序列分析、非參數統計及統計學習,並應用於工程和金融領域。
安妮塔·肖貝爾(Anita Schöbel)是凱瑟斯勞滕-蘭道大學的應用數學教授,並擔任弗勞恩霍夫工業數學研究所(ITWM)的負責人。目前,她也是歐洲運籌學會聯盟(EURO)的會長。在弗勞恩霍夫協會中,她負責下一代計算的戰略研究領域,並擔任量子計算能力網絡的副發言人。她的研究專注於離散優化以及穩健和多目標優化,並應用於交通運輸領域。