Classification, (Big) Data Analysis and Statistical Learning (Studies in Classification, Data Analysis, and Knowledge Organization)
暫譯: 分類、大數據分析與統計學習(分類、數據分析與知識組織研究)
- 出版商: Springer
- 出版日期: 2018-02-22
- 售價: $4,890
- 貴賓價: 9.5 折 $4,646
- 語言: 英文
- 頁數: 242
- 裝訂: Paperback
- ISBN: 3319557076
- ISBN-13: 9783319557076
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相關分類:
Data Science
海外代購書籍(需單獨結帳)
商品描述
This edited book focuses on the latest developments in classification, statistical learning, data analysis and related areas of data science, including statistical analysis of large datasets, big data analytics, time series clustering, integration of data from different sources, as well as social networks. It covers both methodological aspects as well as applications to a wide range of areas such as economics, marketing, education, social sciences, medicine, environmental sciences and the pharmaceutical industry. In addition, it describes the basic features of the software behind the data analysis results, and provides links to the corresponding codes and data sets where necessary. This book is intended for researchers and practitioners who are interested in the latest developments and applications in the field. The peer-reviewed contributions were presented at the 10th Scientific Meeting of the Classification and Data Analysis Group (CLADAG) of the Italian Statistical Society, held in Santa Margherita di Pula (Cagliari), Italy, October 8–10, 2015.
商品描述(中文翻譯)
這本編輯書籍專注於分類、統計學習、數據分析及數據科學相關領域的最新發展,包括大型數據集的統計分析、大數據分析、時間序列聚類、來自不同來源的數據整合,以及社交網絡。它涵蓋了方法論方面以及應用於經濟學、市場營銷、教育、社會科學、醫學、環境科學和製藥行業等廣泛領域的應用。此外,它描述了數據分析結果背後軟體的基本特徵,並在必要時提供相應的代碼和數據集的連結。本書旨在為對該領域最新發展和應用感興趣的研究人員和實務工作者而編寫。經過同行評審的貢獻是在2015年10月8日至10日於意大利卡利亞里的聖馬爾蓋里塔·迪·普拉(Santa Margherita di Pula)舉行的意大利統計學會分類與數據分析小組(CLADAG)第十屆科學會議上提出的。