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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.
《Statistical Analysis And Data Mining》是一本由WILEY出版商出版的專業工程技術期刊，該刊創刊于2008年，刊期6 issues/year，該刊已被國際權威數據庫SCIE收錄。在中科院最新升級版分區表中，該刊分區信息為大類學科：計算機科學 4區，小類學科：計算機：人工智能 4區；計算機：跨學科應用 4區；統計學與概率論 4區；在JCR（Journal Citation Reports）分區等級為Q3。該刊發文范圍涵蓋計算機：人工智能等領域，旨在及時、準確、全面地報道國內外計算機：人工智能工作者在該領域取得的最新研究成果、工作進展及學術動態、技術革新等，促進學術交流，鼓勵學術創新。2021年影響因子為1.247，
| 大類學科 | 分區 | 小類學科 | 分區 | Top期刊 | 綜述期刊 |
| 計算機科學 | 4區 | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE 計算機：人工智能 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS 計算機：跨學科應用 STATISTICS & PROBABILITY 統計學與概率論 | 4區 4區 4區 | 否 | 否 |
| JCR分區等級 | JCR所屬學科 | 分區 | 影響因子 |
| Q3 | STATISTICS & PROBABILITY | Q3 | 1.247 |
| COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | Q4 | ||
| COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Q4 |
| 影響因子 | h-index | Gold OA文章占比 | 研究類文章占比 | OA開放訪問 | 平均審稿速度 |
| 1.247 | 26 | 12.00% | 96.72% | 未開放 | -- |
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