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:

  1. Artificial Intelligence(AI)

http://dblp.uni-trier.de/db/journals/ai/

  1. IEEE Trans on Pattern Analysis and Machine Intelligence (TPAMI)

http://dblp.uni-trier.de/db/journals/pami/

  1. International Journal of Computer Vision(IJCV)

http://dblp.uni-trier.de/db/journals/ijcv/

  1. Journal of Machine Learning Research(JMLR)

http://dblp.uni-trier.de/db/journals/jmlr/

B类:

  1. ACM Transactions on Applied Perception(TAP)

http://dblp.uni-trier.de/db/journals/tap/

  1. ACM Transactions on Speech and Language Processing (TSLP)

http://dblp.uni-trier.de/db/journals/tslp/

  1. Autonomous Agents and Multi-Agent Systems(AAMAS)

http://dblp.uni-trier.de/db/journals/aamas/

  1. Computational Linguistics

http://dblp.uni-trier.de/db/journals/coling/

  1. Computer Vision and Image Understanding(CVIU)

http://dblp.uni-trier.de/db/journals/cviu/

  1. Data and Knowledge Engineering(DKE)

http://dblp.uni-trier.de/db/journals/dke/index.html

  1. Evolutionary Computation

http://dblp.uni-trier.de/db/journals/ec/

  1. IEEE Transactions on Affective Computing (TAC)

http://dblp.uni-trier.de/db/journals/taffco/

  1. IEEE Transactions on Audio, Speech, and Language Processing(TASLP)

http://dblp.uni-trier.de/db/journals/taslp/

  1. IEEE Transactions on Cybernetics

http://dblp.uni-trier.de/db/journals/tcyb/

  1. IEEE Transactions on Evolutionary Computation(TEC)

http://dblp.uni-trier.de/db/journals/tec/

  1. IEEE Transactions on Fuzzy Systems(TFS)

http://dblp.uni-trier.de/db/journals/tfs/

  1. IEEE Transactions on Neural Networks and learning systems (TNNLS)

http://dblp.uni-trier.de/db/journals/tnn/

  1. International Journal of Approximate Reasoning (IJAR)

http://dblp.uni-trier.de/db/journals/ijar/

  1. Journal of Artificial Intelligence Research(JAIR)

http://dblp.uni-trier.de/db/journals/jair/index.html

  1. Journal of Automated Reasoning

http://dblp.uni-trier.de/db/journals/jar/

  1. Journal of Speech, Language, and Hearing Research(JSLHR)

http://jslhr.pubs.asha.org/

  1. Machine Learning

http://dblp.uni-trier.de/db/journals/ml/

  1. Neural Computation

http://dblp.uni-trier.de/db/journals/neco/

  1. Neural Networks

http://dblp.uni-trier.de/db/journals/nn/

  1. Pattern Recognition(PR)

http://dblp.uni-trier.de/db/conf/par/

C类:

  1. ACM Transactions on Asian and Low- Resource Language Information Processing(TALLIP)

http://dblp.uni-trier.de/db/journals/talip/

  1. Applied Intelligence

http://dblp.uni-trier.de/db/journals/apin/

  1. Artificial Intelligence in Medicine(AIM)

http://dblp.uni-trier.de/db/journals/artmed/

  1. Artificial Life

http://dblp.uni-trier.de/db/journals/alife/

  1. Computational Intelligence

http://dblp.uni-trier.de/db/journals/ci/

  1. Computer Speech and Language

http://dblp.uni-trier.de/db/journals/csl/

  1. Connection Science

http://dblp.uni-trier.de/db/journals/connection/

  1. Decision Support Systems(DSS)

http://dblp.uni-trier.de/db/journals/dss/

  1. Engineering Applications of Artificial Intelligence(EAAI)

http://dblp.uni-trier.de/db/journals/eaai/

  1. Expert Systems

http://dblp.uni-trier.de/db/journals/es/

  1. Expert Systems with Applications(ESWA)

http://dblp.uni-trier.de/db/journals/eswa/

  1. Fuzzy Sets and Systems

http://dblp.uni-trier.de/db/journals/fss/

  1. IEEE Transactions on Games(TG)

http://dblp.uni-trier.de/db/journals/tciaig/

  1. IET Computer Vision(IET-CVI)

http://digital-library.theiet.org/content/journals/iet-cvi

  1. IET Signal Processing
  1. Image and Vision Computing (IVC)

http://dblp.uni-trier.de/db/journals/ivc/

  1. Intelligent Data Analysis (IDA)

http://dblp.uni-trier.de/db/journals/ida/

  1. International Journal of Computational Intelligence and Applications(IJCIA)

http://dblp.uni-trier.de/db/journals/ijcia/

  1. International Journal of Intelligent Systems(IJIS)

http://dblp.uni-trier.de/db/journals/ijis/

  1. International Journal of Neural Systems(IJNS)

http://dblp.uni-trier.de/db/journals/ijns/

  1. International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI)

http://dblp.uni-trier.de/db/journals/ijprai/

  1. International Journal of Uncertainty,Fuzziness and Knowledge-Based System(IJUFKS)

https://dblp.uni-trier.de/db/journals/ijufks/

  1. International Journal on Document Analysis and Recognition(IJDAR)

http://dblp.uni-trier.de/db/journals/ijdar/

  1. Journal of Experimental and Theoretical Artificial Intelligence(JETAI)

http://dblp.uni-trier.de/db/journals/jetai/

  1. Knowledge-Based Systems(KBS)

http://dblp.uni-trier.de/db/journals/kbs/

  1. Machine Translation

http://dblp.uni-trier.de/db/journals/mt/

  1. Machine Vision and Applications

http://dblp.uni-trier.de/db/journals/mva/

  1. Natural Computing

http://dblp.uni-trier.de/db/journals/nc/

  1. Natural Language Engineering(NLE)

http://dblp.uni-trier.de/db/journals/nle/

  1. Neural Computing & Applications(NCA)

http://dblp.uni-trier.de/db/journals/nca/

  1. Neural Processing Letters(NPL)

http://dblp.uni-trier.de/db/journals/npl/

  1. Neurocomputing

http://dblp.uni-trier.de/db/journals/ijon/

  1. Pattern Analysis and Applications(PAA)

http://dblp.uni-trier.de/db/journals/paa/

  1. Pattern Recognition Letters(PRL)

http://dblp.uni-trier.de/db/journals/prl/

  1. Soft Computing

http://dblp.uni-trier.de/db/journals/soco/

  1. Web Intelligence(WI)

http://dblp.uni-trier.de/db/journals/wias/