The Journal of Machine Learning Research (JMLR) provides an international forum for the electronic and paper publication of high-quality scholarly articles in all areas of machine learning. All published papers are freely available online.
JMLR has a commitment to rigorous yet rapid reviewing.
JMLR seeks previously unpublished papers on machine learning that contain:
new principled algorithms with sound empirical validation, and with justification of theoretical, psychological, or biological nature;
experimental and/or theoretical studies yielding new insight into the design and behavior of learning in intelligent systems;
accounts of applications of existing techniques that shed light on the strengths and weaknesses of the methods;
formalization of new learning tasks (e.g., in the context of new applications) and of methods for assessing performance on those tasks;
development of new analytical frameworks that advance theoretical studies of practical learning methods;
computational models of data from natural learning systems at the behavioral or neural level; or extremely well-written surveys of existing work.
《Journal Of Machine Learning Research》是一本由MICROTOME PUBL出版商出版的专业工程技术期刊，该刊创刊于2001年，刊期Bimonthly，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 3区，小类学科：自动化与控制系统 4区；计算机：人工智能 4区；在JCR（Journal Citation Reports）分区等级为Q2。该刊发文范围涵盖自动化与控制系统等领域，旨在及时、准确、全面地报道国内外自动化与控制系统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5.177，平均审稿速度平均2月。
| 大类学科 | 分区 | 小类学科 | 分区 | Top期刊 | 综述期刊 |
| 计算机科学 | 3区 | AUTOMATION & CONTROL SYSTEMS 自动化与控制系统 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE 计算机：人工智能 | 4区 4区 | 否 | 否 |
| JCR分区等级 | JCR所属学科 | 分区 | 影响因子 |
| Q2 | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Q2 | 5.177 |
| AUTOMATION & CONTROL SYSTEMS | Q2 |
| 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 |
| 5.177 | 173 | 0.00% | 99.21% | 开放 | 平均2月 |
SCI EI SSCI SCOPUS