不管是工业界还是学术界,了解一个学科或一个行业的前沿、热点,势必要不断获取最新最热门的研究内容。看到好多同学询问人工智能方面的期刊、顶会,看到这篇文章的你不用担心啦!
中国计算机学会整理出了和计算机学科相关的顶会和期刊,还按照刊物级别作了区分,先荐将其中与人工智能相关的部分专门整理出来,方便大家查阅。
下边的这一篇是与人工智能相关的学术期刊,与之相关的顶会我们会在下一篇文章中依次介绍。以下的学术期刊基本涵盖了和人工智能的方方面面,包括但不限于计算机视觉、机器学习、数据挖掘、图像识别、智能推荐、自然语言处理、机器翻译等研究热点。
A类:
- Artificial Intelligence(AI)
http://dblp.uni-trier.de/db/journals/ai/
- IEEE Trans on Pattern Analysis and Machine Intelligence (TPAMI)
http://dblp.uni-trier.de/db/journals/pami/
- International Journal of Computer Vision(IJCV)
http://dblp.uni-trier.de/db/journals/ijcv/
- Journal of Machine Learning Research(JMLR)
http://dblp.uni-trier.de/db/journals/jmlr/
B类:
- ACM Transactions on Applied Perception(TAP)
http://dblp.uni-trier.de/db/journals/tap/
- ACM Transactions on Speech and Language Processing (TSLP)
http://dblp.uni-trier.de/db/journals/tslp/
- Autonomous Agents and Multi-Agent Systems(AAMAS)
http://dblp.uni-trier.de/db/journals/aamas/
- Computational Linguistics
http://dblp.uni-trier.de/db/journals/coling/
- Computer Vision and Image Understanding(CVIU)
http://dblp.uni-trier.de/db/journals/cviu/
- Data and Knowledge Engineering(DKE)
http://dblp.uni-trier.de/db/journals/dke/index.html
- Evolutionary Computation
http://dblp.uni-trier.de/db/journals/ec/
- IEEE Transactions on Affective Computing (TAC)
http://dblp.uni-trier.de/db/journals/taffco/
- IEEE Transactions on Audio, Speech, and Language Processing(TASLP)
http://dblp.uni-trier.de/db/journals/taslp/
- IEEE Transactions on Cybernetics
http://dblp.uni-trier.de/db/journals/tcyb/
- IEEE Transactions on Evolutionary Computation(TEC)
http://dblp.uni-trier.de/db/journals/tec/
- IEEE Transactions on Fuzzy Systems(TFS)
http://dblp.uni-trier.de/db/journals/tfs/
- IEEE Transactions on Neural Networks and learning systems (TNNLS)
http://dblp.uni-trier.de/db/journals/tnn/
- International Journal of Approximate Reasoning (IJAR)
http://dblp.uni-trier.de/db/journals/ijar/
- Journal of Artificial Intelligence Research(JAIR)
http://dblp.uni-trier.de/db/journals/jair/index.html
- Journal of Automated Reasoning
http://dblp.uni-trier.de/db/journals/jar/
- Journal of Speech, Language, and Hearing Research(JSLHR)
- Machine Learning
http://dblp.uni-trier.de/db/journals/ml/
- Neural Computation
http://dblp.uni-trier.de/db/journals/neco/
- Neural Networks
http://dblp.uni-trier.de/db/journals/nn/
- Pattern Recognition(PR)
http://dblp.uni-trier.de/db/conf/par/
C类:
- ACM Transactions on Asian and Low- Resource Language Information Processing(TALLIP)
http://dblp.uni-trier.de/db/journals/talip/
- Applied Intelligence
http://dblp.uni-trier.de/db/journals/apin/
- Artificial Intelligence in Medicine(AIM)
http://dblp.uni-trier.de/db/journals/artmed/
- Artificial Life
http://dblp.uni-trier.de/db/journals/alife/
- Computational Intelligence
http://dblp.uni-trier.de/db/journals/ci/
- Computer Speech and Language
http://dblp.uni-trier.de/db/journals/csl/
- Connection Science
http://dblp.uni-trier.de/db/journals/connection/
- Decision Support Systems(DSS)
http://dblp.uni-trier.de/db/journals/dss/
- Engineering Applications of Artificial Intelligence(EAAI)
http://dblp.uni-trier.de/db/journals/eaai/
- Expert Systems
http://dblp.uni-trier.de/db/journals/es/
- Expert Systems with Applications(ESWA)
http://dblp.uni-trier.de/db/journals/eswa/
- Fuzzy Sets and Systems
http://dblp.uni-trier.de/db/journals/fss/
- IEEE Transactions on Games(TG)
http://dblp.uni-trier.de/db/journals/tciaig/
- IET Computer Vision(IET-CVI)
http://digital-library.theiet.org/content/journals/iet-cvi
- IET Signal Processing
- Image and Vision Computing (IVC)
http://dblp.uni-trier.de/db/journals/ivc/
- Intelligent Data Analysis (IDA)
http://dblp.uni-trier.de/db/journals/ida/
- International Journal of Computational Intelligence and Applications(IJCIA)
http://dblp.uni-trier.de/db/journals/ijcia/
- International Journal of Intelligent Systems(IJIS)
http://dblp.uni-trier.de/db/journals/ijis/
- International Journal of Neural Systems(IJNS)
http://dblp.uni-trier.de/db/journals/ijns/
- International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI)
http://dblp.uni-trier.de/db/journals/ijprai/
- International Journal of Uncertainty,Fuzziness and Knowledge-Based System(IJUFKS)
https://dblp.uni-trier.de/db/journals/ijufks/
- International Journal on Document Analysis and Recognition(IJDAR)
http://dblp.uni-trier.de/db/journals/ijdar/
- Journal of Experimental and Theoretical Artificial Intelligence(JETAI)
http://dblp.uni-trier.de/db/journals/jetai/
- Knowledge-Based Systems(KBS)
http://dblp.uni-trier.de/db/journals/kbs/
- Machine Translation
http://dblp.uni-trier.de/db/journals/mt/
- Machine Vision and Applications
http://dblp.uni-trier.de/db/journals/mva/
- Natural Computing
http://dblp.uni-trier.de/db/journals/nc/
- Natural Language Engineering(NLE)
http://dblp.uni-trier.de/db/journals/nle/
- Neural Computing & Applications(NCA)
http://dblp.uni-trier.de/db/journals/nca/
- Neural Processing Letters(NPL)
http://dblp.uni-trier.de/db/journals/npl/
- Neurocomputing
http://dblp.uni-trier.de/db/journals/ijon/
- Pattern Analysis and Applications(PAA)
http://dblp.uni-trier.de/db/journals/paa/
- Pattern Recognition Letters(PRL)
http://dblp.uni-trier.de/db/journals/prl/
- Soft Computing
http://dblp.uni-trier.de/db/journals/soco/
- Web Intelligence(WI)