期刊全稱 | Artificial Intelligence, Big Data and Data Science in Statistics | 期刊簡稱 | Challenges and Solut | 影響因子2023 | Ansgar Steland,Kwok-Leung Tsui | 視頻video | http://file.papertrans.cn/163/162542/162542.mp4 | 發(fā)行地址 | Demonstrates the interplay between statistics, data science, machine learning and artificial intelligence.Focuses on applications in environmental science, the natural sciences, and technology.Feature | 圖書封面 |  | 影響因子 | This book discusses the interplay between statistics, data science, machine learning and artificial intelligence, with a focus on environmental science, the natural sciences, and technology. It covers the state of the art from both a theoretical and a practical viewpoint and describes how to successfully apply machine learning methods, demonstrating the benefits of statistics for modeling and analyzing high-dimensional and big data. The book’s expert contributions include theoretical studies of machine learning methods, expositions of general methodologies for sound statistical analyses of data as well as novel approaches to modeling and analyzing data for specific problems and areas. In terms of applications, the contributions deal with data as arising in industrial quality control, autonomous driving, transportation and traffic, chip manufacturing, photovoltaics, football, transmission of infectious diseases, Covid-19 and public health. The book will appeal to statisticians and datascientists, as well as engineers and computer scientists working in related fields or applications. | Pindex | Book 2022 |
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