人工智能与数据挖掘顶级会议

第一等级：
(DM) SIGKDD: ACM Knowledge Discovery and Data Mining (since 1995)
(DM) ICDM: IEEE International Conference on Data Mining (since 2001)
(AI) IJCAI: Intl Joint Conf on AI (since 1969)
(AI) AAAI: American Association for AI National Conference (since 1980)
(AI) ICML: Intl Conf on Machine Learning (since 1984)
(AI) UAI: Conference on Uncertainty in AI (since 1985)
(AI) UMAP: Intl Conf on User Modeling, Adaptation and Personalization (since 1985) [Was UM: Intl Conf on User Modeling until 2009]
(AI) NIPS: Neural Information Processing Systems (since 1987)
(AI) AAMAS: International Conference on Autonomous Agents and Multiagent Systems (since 1997) [Was AGENTS: International Conference on Autonomous
Agents until 2002]
第二等级：
(DM) PAKDD: Pacific-Asia Conf on Know. Discovery & Data Mining (since 1997)
(DM) PKDD: European Conf on Principles and Practice of Knowledge Discovery in Databases (since 1997)
(DM) DAWAK: Intl Conf on Data Warehousing and Knowledge Discovery (since 1999)
(DM) SDM: SIAM International Conference on Data Mining (since 2001)
(AI) AID: Intl Conf on AI in Design (since 1991)
(AI) ECAI: European Conf on AI (since 1974)
(AI) ECML: European Conf on Machine Learning (since 1986)
(AI) GECCO: Genetic and Evolutionary Computation Conference (since 1999)
(AI) ICGA: Intl Conf on Genetic Algorithms (since 1991)
(AI) GP: Genetic Programming Conference (since 1995)
(AI) IAAI: Innovative Applications of AI (since 1989)
(AI) ICIP: Intl Conf on Image Processing (since 1994)
(AI) ICNN/IJCNN: Intl (Joint) Conference on Neural Networks (since 1989)
(AI) ICPR: Intl Conf on Pattern Recognition (since 1989)
(AI) ICDAR: Intl Conf on Document Analysis and Recognition (since 1991)
(AI) ICTAI: IEEE conference on Tools with AI (since 1989)
(AI) AMAI: Intl Symp on Artificial Intelligence and Maths (since 1990)
第三等级：
(DM) ADMA: Intl Conf on Advanced Data Mining and Applications (since 2005)
(DM) ICDM: Industrial Conference on Data Mining (since 2001)
(DM) AusDM: Australasian Data Mining Conference (since 2002)
(DM) EGC: Journées Francophones Extraction et Gestion de Connaissances (since 2000)
(AI) PRICAI: Pacific Rim Intl Conf on AI (since 1990)
(AI) AusAI: Australian Joint Conf on AI (since 1987)
(AI) ANNIE: Artificial Neural Networks in Engineering
(AI) ANZIIS: Australian/NZ Conf on Intelligent Inf. Systems
(AI) CAIA: Conf on AI for Applications
(AI) CAAI: Canadian Artificial Intelligence Conference
(AI) ICANN: International Conf on Artificial Neural Networks
(AI) ICCB: International Conference on Case-Based Reasoning
(AI) ICGA: International Conference on Genetic Algorithms
(AI) ICONIP: Intl Conf on Neural Information Processing
(AI) ICMS: International Conference on Multiagent Systems
(AI) ICPS: International conference on Planning Systems
(AI) PACES: Pacific Asian Conference on Expert Systems
(AI) SCAI: Scandinavian Conference on Artifical Intelligence

参考：http://webdocs.cs.ualberta.ca/~zaiane/htmldocs/ConfRanking.html