所属分类:SCI期刊
Machine Learning期刊基本信息
MACH LEARN
0885-6125
2.809
SCIE、SCI
No
UNITED STATES
Monthly
1986
Machine Learning中文介绍
《Machine Learning》是一本由SPRINGER出版商出版的专业工程技术期刊,该刊创刊于1986年,刊期Monthly,该刊已被国际权威数据库SCIE、SCI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:工程技术 3区,小类学科: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5.414,平均审稿速度较慢,6-12周。
Machine Learning英文介绍
Machine Learning is an international forum for research on computational approaches to learning. The journal publishes articles reporting substantive results on a wide range of learning methods applied to a variety of learning problems, including but not limited to:
Learning Problems: Classification, regression, recognition, and prediction; Problem solving and planning; Reasoning and inference; Data mining; Web mining; Scientific discovery; Information retrieval; Natural language processing; Design and diagnosis; Vision and speech perception; Robotics and control; Combinatorial optimization; Game playing; Industrial, financial, and scientific applications of all kinds.
Learning Methods: Supervised and unsupervised learning methods (including learning decision and regression trees, rules, connectionist networks, probabilistic networks and other statistical models, inductive logic programming, case-based methods, ensemble methods, clustering, etc.); Reinforcement learning; Evolution-based methods; Explanation-based learning; Analogical learning methods; Automated knowledge acquisition; Learning from instruction; Visualization of patterns in data; Learning in integrated architectures; Multistrategy learning; Multi-agent learning.
Machine Learning中科院分区
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 | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE 计算机:人工智能 | 3区 | 否 | 否 |
Machine Learning期刊近9年JCR分区变化趋势
Machine LearningJCR分区(JCR2021-2022年分区)
JCR分区等级 | JCR所属学科 | 分区 | 影响因子 |
Q2 | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Q2 | 5.414 |
Machine Learning期刊近7年影响因子变化趋势
Machine Learning期刊的CiteScore值(CiteScore2021-2022年CiteScore值)
CiteScore | SJR | SNIP | 学科类别 | 分区 | 排名 | 百分位 |
7.20 | 1.640 | 2.348 | 大类:Computer Science 小类:Software | Q1 | 81 / 398 |
79% |
大类:Computer Science 小类:Artificial Intelligence | Q1 | 65 / 269 |
76% |
Machine Learning期刊近7年自引率变化趋势