| 書目名稱 | Reliability and Statistical Computing | | 副標題 | Modeling, Methods an | | 編輯 | Hoang Pham | | 視頻video | http://file.papertrans.cn/827/826393/826393.mp4 | | 概述 | Broadens readers’ understanding of computational methods in reliability and statistics used in academia and industry.Brings together theoretical and practical aspects through contributions from expert | | 叢書名稱 | Springer Series in Reliability Engineering | | 圖書封面 |  | | 描述 | .This book presents the latest developments in both qualitative and quantitative computational methods for reliability and statistics, as well as their applications. Consisting of contributions from active researchers and experienced practitioners in the field, it fills the gap between theory and practice and explores new research challenges in reliability and statistical computing. ..?The book consists of 18 chapters. It covers (1) modeling in and methods for reliability computing, with chapters dedicated to predicted reliability modeling, optimal maintenance models, and mechanical reliability and safety analysis; (2) statistical computing methods, including machine learning techniques and deep learning approaches for sentiment analysis and recommendation systems; and (3) applications and case studies, such as modeling innovation paths of European firms, aircraft components, bus safety analysis, performance prediction in textile finishing processes, and movie recommendation systems...?Given its scope, the book will appeal to postgraduates, researchers, professors, scientists, and practitioners in a range of fields, including reliability engineering and management, maintenance engi | | 出版日期 | Book 2020 | | 關鍵詞 | Reliability Engineering; Statistics; Engineering Management; Computer Science and Engineering; Business | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-030-43412-0 | | isbn_softcover | 978-3-030-43414-4 | | isbn_ebook | 978-3-030-43412-0Series ISSN 1614-7839 Series E-ISSN 2196-999X | | issn_series | 1614-7839 | | copyright | Springer Nature Switzerland AG 2020 |
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