JOURNAL OF MACHINE LEARNING RESEARCH 期刊简介
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JMLR seeks previously unpublished papers on machine learning that contain: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.
机器学习研究杂志 (JMLR) 为机器学习所有领域的高质量学术文章的电子和纸质出版提供了一个国际论坛。所有发表的论文都可以在线免费获得。
JMLR致力于严格而快速的审查。
JMLR寻求以前未发表的有关机器学习的论文,其中包含:
具有良好经验验证的新的原则性算法,并具有理论,心理或生物学性质的合理性;
实验和/或理论研究对智能系统中的学习设计和行为产生了新的见解;
说明现有技术的应用,这些技术揭示了方法的优缺点; 新学习任务的形式化 (例如,在新应用的背景下) 和评估这些任务绩效的方法;
开发新的分析框架,以推进实践学习方法的理论研究;
来自行为或神经水平的自然学习系统数据的计算模型; 或对现有工作进行的非常详尽的调查。
期刊ISSN
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1532-4435 |
影响指数
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3.617 |
最新CiteScore值
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6.80 查看CiteScore评价数据 |
最新自引率
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6.70% |
官方指定润色网址
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https://www.deeredit.com/?type=ss1 |
投稿语言要求
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Improve the quality of the paper, eliminate grammar and spelling errors, increase readability, ensure accurate communication of viewpoints, enhance academic reputation, and increase the chances of the paper being accepted. 建议点击这个网址:https://www.deeredit.com/?type=ss2,资深审稿专家为您评估稿件质量,提供针对性改进建议,最终可助您极大提升目标期刊录用率 |
期刊官方网址
hot |
https://www.peipusci.com/?type=9 |
杂志社征稿网址
hot |
https://www.peipusci.com/?type=10 |
通讯地址
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MICROTOME PUBL, 31 GIBBS ST, BROOKLINE, USA, MA, 02446 |
偏重的研究方向(学科)
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工程技术-计算机:人工智能 |
出版周期
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Bimonthly |
出版年份
|
2001 |
出版国家/地区
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UNITED STATES |
是否OA
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Yes |
SCI期刊coverage
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Science Citation Index Expanded(科学引文索引扩展) |
NCBI查询
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PubMed Central (PMC)链接 全文检索(pubmed central) |
最新中科院JCR分区
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大类(学科)
小类(学科)
综述期刊
工程技术
AUTOMATION & CONTROL SYSTEMS(自动化与控制系统)3区
COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE(计算机:人工智能)3区
否
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最新的影响因子
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3.617 | |||||
最新公布的期刊年发文量 |
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|||||
总被引频次 | 173 | |||||
影响因子趋势图 |
近年的影响因子趋势图(整体平稳趋势)
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2022年预警名单预测最新
最新CiteScore值
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6.80
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年文章数 | 252 | ||||||||||||||||||||||
SJR
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1.240 | ||||||||||||||||||||||
SNIP
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2.907 | ||||||||||||||||||||||
CiteScore排名
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CiteScore趋势图 |
CiteScore趋势图
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本刊同领域相关期刊
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|
期刊名称 | IF值 |
JOURNAL OF MACHINE LEARNING RESEARCH | 3.617 |
International Journal of Fuzzy Systems | 4.626 |
AUTONOMOUS AGENTS AND MULTI-AGENT SYSTEMS | 1.417 |
INTELLIGENT AUTOMATION AND SOFT COMPUTING | 1.631 |
AI MAGAZINE | 1.083 |
NEUROCOMPUTING | 5.662 |
IET Biometrics | 2.562 |
MACHINE LEARNING | 2.911 |
AI COMMUNICATIONS | 0.532 |
本刊同分区等级的相关期刊
|
|
期刊名称 | IF值 |
JOURNAL OF MACHINE LEARNING RESEARCH | 3.617 |
International Journal of Fuzzy Systems | 4.626 |
MACHINE LEARNING | 2.911 |
APPLIED INTELLIGENCE | 5.035 |
NEURAL PROCESSING LETTERS | 2.879 |
PATTERN RECOGNITION LETTERS | 3.718 |
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING | 3.778 |
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