计算机机器学习与人工智能领域期刊和会议目录

1.会议

缩写	全称	等级	类别
CVPR	IEEE Conference on Computer Vision and Pattern Recognition	CCF A	计算机视觉
NeurIPS/NIPS	Advances in Neural Information Processing Systems	CCF A	机器学习
ICML	International Conference on Machine Learning	CCF A	机器学习
ICCV	International Conference on Computer Vision	CCF A	计算机视觉
WWW	International World Wide Web Conferences	CCF A
SIGKDD/KDD	ACM Knowledge Discovery and Data Mining	CCF A	数据与信息
ACL	Annual Meeting of the Association for Computational Linguistics	CCF A	自然语言处理
AAAI	Association for the Advancement of Artificial Intelligence	CCF A	综合
SIGIR	International ACM SIGIR Conference on Research and Development in Information Retrieval	CCF A	数据与信息
IJCAI	International Joint Conferences on Artificial Intelligence	CCF A	综合
ACM MM	ACM Multimedia	CCF A	多媒体计算
SIGGRAPH	ACM SIGGRAPH Annual Conference	CCF A
ICLR	International Conference on Learning Representations
CoRL	Conference on Robot Learning
ECCV	European Conference on Computer Vision	CCF B	计算机视觉
ICRA	International Conference on Robotics and Automation	CCF B
ICASSP	International Conference on Acoustics, Speech and Signal Processing	CCF B
EMNLP	Conference on Empirical Methods in Natural Language Processing	CCF B	自然语言处理
CIKM	ACM International Conference on Information and Knowledge Management	CCF B
AAMAS	International Conference on Autonomous Agents and Multiagent Systems	CCF B
ICDM	International Conference on Data Mining	CCF B
COLING	International Conference on Computational Linguistics	CCF B
COLT	Annual Conference on Learning Theory	CCF B
UAI	Conference on Uncertainty in Artificial Intelligence	CCF B
ECMLPKDD	European Conference on Machine learning and knowledge discovery in databases	CCF B
ICMR	ACM International Conference on Multimedia Retrieval	CCF B
ICAPS	International Conference on Automated Planning and Scheduling	CCF B
KR	International Conference on Principles of Knowledge Representation and Reasoning	CCF B
ICME	International Conference on Multimedia and Expo	CCF B
ECAI	European Conference on Artificial Intelligence	CCF B
ICCBR	International Conference on Case-Based Reasoning	CCF B
IJCV	IEEE International Conference on Computer Vision	CCF B

2.期刊

缩写	全称	等级	类别
TPAMI	IEEE Transactions on Pattern Analysis and Machine Intelligence
JMLR	Journal of Machine Learning Research
TKDE	IEEE Transactions on Knowledge and Data Engineering
TIP	IEEE Transactions on Image Processing
TKDD	ACM Transactions on Knowledge Discovery from Data
TCYB	IEEE Transactions on Cybernetics
TNNLS	IEEE Transactions on Neural Networks and Learning Systems
TEC	IEEE Transactions on Evolutionary Computation
	Machine Learning
PR	Pattern Recognition
	Information Sciences
TIT	IEEE Transactions on Information Theory
TMM	IEEE Transactions on Multimedia
AOS	Annals of Statistics
IJCV	International Journal of Computer Vision
AIJ	Artificial Intelligence

参考资源

[1] International Conferences in Artificial Intelligence, Machine Learning, Computer Vision, Data Mining, Natural Language Processing and Robotics
[2] 中国计算机学会推荐国际学术会议和期刊目录