Machine Learning

Machine Learning英文簡介

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中文簡介

《Machine Learning》是一本由SPRINGER出版商出版的專業工程技術期刊，該刊創刊于1986年，刊期Monthly，該刊已被國際權威數據庫SCIE、SCI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：工程技術 3區，小類學科：計算機：人工智能 4區；在JCR（Journal Citation Reports）分區等級為Q2。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5.414，平均審稿速度較慢,6-12周。

中科院分區最新升級版（當前數據版本：2021年12月最新升級版）

大類學科	分區	小類學科	分區	Top期刊	綜述期刊
計算機科學	3區	COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE 計算機：人工智能	3區	否	否

JCR分區（當前數據版本：2021-2022年最新版）

JCR分區等級	JCR所屬學科	分區	影響因子
Q2	COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE	Q2	5.414

期刊指數

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
5.414	135	37.50%	99.37%	未開放	較慢,6-12周

IF值(影響因子)趨勢圖