Journal Title:Statistical Analysis And Data Mining
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.
统计分析和数据挖掘涉及广泛的数据分析领域,包括统计方法、机器学习、数据挖掘和应用程序。主题包括用于分析海量和复杂数据集的统计和计算方法、新颖的统计和/或机器学习方法和理论,以及具有重大影响的最先进的应用程序。特别感兴趣的文章描述了创新的分析技术,并讨论了它们在实际问题中的应用,以使科学、工程和商业领域的专家可以访问和受益。
期刊的重点是满足以下一项或多项标准的论文:
解决与海量复杂数据集相关的数据分析问题
开发创新的统计方法、机器学习算法或整合跨学科思想的方法,例如统计学、计算机科学、电气工程、运筹学。
通过新的统计和/或计算模型制定和解决影响现有范式的高影响现实问题
对突出的研究主题进行调查。
大类学科 | 小类学科 | 分区 | Top期刊 | 综述期刊 |
计算机科学 | 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 | 是 | 是 |
大类学科 | 小类学科 | 分区 |
计算机科学 | 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 |
期刊名称 | 领域 | 中科院分区 | 影响因子 |
International Journal Of Wavelets Multiresolution And Information Processing | 计算机科学 | 4区 | 1.400 |
Archives Of Control Sciences | 计算机科学 | 4区 | 1.200 |
International Journal Of Unconventional Computing | 计算机科学 | 4区 | 1.700 |
Ieee Pervasive Computing | 计算机科学 | 4区 | 1.600 |
Rairo-theoretical Informatics And Applications | 计算机科学 | 4区 | 0.600 |
Ieee Consumer Electronics Magazine | 计算机科学 | 4区 | 4.500 |