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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出版商出版的专业工程技术期刊，该刊创刊于2008年，刊期6 issues/year，该刊已被国际权威数据库SCIE收录。在中科院最新升级版分区表中，该刊分区信息为大类学科：计算机科学 4区，小类学科：计算机：人工智能 4区；计算机：跨学科应用 4区；统计学与概率论 4区；在JCR（Journal Citation Reports）分区等级为Q3。该刊发文范围涵盖计算机：人工智能等领域，旨在及时、准确、全面地报道国内外计算机：人工智能工作者在该领域取得的最新研究成果、工作进展及学术动态、技术革新等，促进学术交流，鼓励学术创新。2021年影响因子为1.247，
| 大类学科 | 分区 | 小类学科 | 分区 | Top期刊 | 综述期刊 |
| 计算机科学 | 4区 | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE 计算机：人工智能 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS 计算机：跨学科应用 STATISTICS & PROBABILITY 统计学与概率论 | 4区 4区 4区 | 否 | 否 |
| JCR分区等级 | JCR所属学科 | 分区 | 影响因子 |
| Q3 | STATISTICS & PROBABILITY | Q3 | 1.247 |
| COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | Q4 | ||
| COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Q4 |
| 影响因子 | h-index | Gold OA文章占比 | 研究类文章占比 | OA开放访问 | 平均审稿速度 |
| 1.247 | 26 | 12.00% | 96.72% | 未开放 | -- |
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