人工智能与数据挖掘顶级会议

第一等级：

• (Data Mining) SIGKDD: Knowledge Discovery and Data Mining (KDD) since its inception in 1995
• (Data Mining) ICDM: Data Mining Conference since its establishment in 2001
• (Artificial Intelligence) IJCAI: International Joint Conference on Artificial Intelligence since its founding in 1969
• (Artificial Intelligence) AAAI: The National Conference on Artificial Intelligence (NACI) since its inception in 1980
• (Artificial Intelligence) ICML: International Conference on Machine Learning since its establishment in 1984
• (Artificial Intelligence) UAI: Conference on Uncertainty in Artificial Intelligence since its founding in 1985
• (Artificial Intelligence) UMAP: International Conference on User Modeling, Adaptation and Personalization since its inception in 1985 [Was previously known as UM: International Conference on User Modeling until 2009]
• (Artificial Intelligence) NIPS: Neural Information Processing Systems since its establishment in 1987
• (Artificial Intelligence) AAMAS: The International Conference on Autonomous Agents and Multiagent Systems since its inception in 1997 [Previously known as AGENTS conference until 2002]

第二等级：

• (DM) PACIFIC-ASIA CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING (since 1997)
• (DM) EUROPEAN CONFERENCE ON PRINCIPLES AND PRACTICE OF KNOWLEDGE DISCOVERY IN DATABASES (since 1997)
• (DM) INTERNATIONAL CONFERENCE ON DATA WAREHOUSING AND KNOWLEDGE DISCOVERY (since 1999)
• (DM) SIAM INTERNATIONAL CONFERENCE ON DATA MINING (since 2001)
• (AI) AUTONOMOUS INTELLIGENCE: INTERNATIONAL CONFERENCE ON AI IN DESIGN (since 1991)
• (AI) EUROPEAN CONFESSIONAL CONGRESS OF ARTIFICIAL INTELLIGENCE, ECAI, since 1974
• (AI) EUROPEAN CONFERENCE ON MACHINE LEARNING, ECML, since 1986
• (AI) GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, GECCO, since 1999
• (AI) INTL CONFESSIONAL CONFERENCE ON GENETIC ALGORITHMS, ICGA, since 1989
• (AI) INTL CONFERENCE ON GENETIC PROGRAMMING, GP, since 1985
• (AI) INNOVATIVE APPLICATIONS OF AI, IAAI, since 1985
• (AI) INTL CONFERENCE ON IMAGE PROCESSING, ICIP, since 1987
• (AI) INTL JOINT CONFESSIONAL CONGRESS/CONFERENCE ON NEURAL NETWORKS/IJCNN, ICNN/IJCNN since 1988
• (AI) INTL CONFERENCE ON PATTERN RECOGNITION, ICPR, since 1987
• (AI) INTL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION, ICDAR, since 1985
• (AI) IEEE ANNUAL CONFERENCE ON TOOLS WITH AI - ICTAI Since 2004.
• （AI）INTL SYMPOSIUM OF ARTIFICIAL INTELLIGENCE AND MATHMATICS - AMAI Since Year.

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