| 书目名称 | Classification and Data Science in the Digital Age | | 编辑 | Paula Brito,José G. Dias,Rebecca Nugent | | 视频video | | | 概述 | Presents the latest advances in data science, classification, and machine learning.Covers methodological approaches to data science problems and real-world applications in different areas.Benefits res | | 丛书名称 | Studies in Classification, Data Analysis, and Knowledge Organization | | 图书封面 |  | | 描述 | .The contributions gathered in this open access book focus on modern methods for data science and classification and present a series of real-world applications. Numerous research topics are covered, ranging from statistical inference and modeling to clustering and dimension reduction, from functional data analysis to time series analysis, and network analysis. The applications reflect new analyses in a variety of fields, including medicine, marketing, genetics, engineering, and education..The book comprises selected and peer-reviewed papers presented at the 17th Conference of the International Federation of Classification Societies (IFCS 2022), held in Porto, Portugal, July 19–23, 2022. The IFCS federates the classification societies and the IFCS biennial conference brings together researchers and stakeholders in the areas of Data Science, Classification, and Machine Learning. It provides a forum for presenting high-quality theoretical and applied works, and promoting and fostering interdisciplinary research and international cooperation. The intended audience is researchers and practitioners who seek the latest developments and applications in the field of data science and classi | | 出版日期 | Conference proceedings‘‘‘‘‘‘‘‘ 2023 | | 关键词 | Classification; Data Science; Clustering; Statistical Learning; Machine Learning; Data Analysis; Mutlivari | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-031-09034-9 | | isbn_softcover | 978-3-031-09033-2 | | isbn_ebook | 978-3-031-09034-9Series ISSN 1431-8814 Series E-ISSN 2198-3321 | | issn_series | 1431-8814 | | copyright | The Editor(s) (if applicable) and The Author(s). 2023 |
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发表于 2025-3-21 18:01:22
