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Statistical Analysis and Data Mining 中科院4区 JCR:Q1 JCR:Q2 SCIE EI PubMed JST
发文量 750
被引量 11,401
影响因子(2025版) 3.136

Statistical Analysis and Data Mining addresses the broad area of data analysis, including statistical approaches, machine learning, data mining, and applications. Topics include statistical and computational approaches for analyzing massive and complex datasets, novel statistical and/or machine learning methods and theory, and state-of-the-art applications with high impact. Of special interest are articles that describe innovative analytical techniques, and discuss their application to real problems, in such a way that they are accessible and beneficial to domain experts across science, engineering, and commerce. The focus of the journal is on papers which satisfy one or more of the following criteria: Solve data analysis problems associated with massive, complex datasets Develop innovative statistical approaches, machine learning algorithms, or methods integrating ideas across disciplines, e.g., statistics, computer science, electrical engineering, operation research. Formulate and solve high-impact real-world problems which challenge existing paradigms via new statistical and/or computational models Provide survey to prominent research topics.

  • 主办单位: WILEY
  • 出版地区: HOBOKEN
  • 出版周期: 双月刊
  • 别名: STAT ANAL DATA MIN;Stat. Anal. Data Min.;Statistical Analysis & Data Mining;统计分析与数据挖掘;STATISTICAL ANALYSIS AND DATA MINING-AN ASA DATA SCIENCE JOURNAL
  • 国际标准连续出版物号/电子版 ISSN 1932-1864 / EISSN 1932-1872
  • 创刊时间: 2008年
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