2010 ACM SIGKDD Intenational Conference on Knowledge Discovery and Data Mining (KDD-2010)
论文提交截止日期:2010年2月2日
会议地点:美国华盛顿,2010年7月25日——2010年7月28日
这是ACM主办的著名顶级国际会议,基本上是每年召开一次,KDD 2010已是16届,每年会议均被EI、ISTP收录。
2009年的15届KDD会议是在法国巴黎召开,被ISTP收录139篇,其中美国87篇、中国16篇、加拿大6篇、德国4篇、意大利4篇、日本4篇、新加坡3篇、以色列2篇等。
清华大学4篇、香港中文大学3篇、微软亚洲研究院2篇、北京航空航天大学1篇、北京邮电大学1篇、IBM 中国研究院1篇、北京大学1篇、浙江大学1篇、中山大学1篇、厦门大学1篇、YAHOO 研究院1篇等著名学校均在15届会议上发表论文。
会议主题:
* data mining algorithms (supervised, semi-supervised and unsupervised)
* data mining foundations and theory
* dimensionality reduction and feature selection
* mining dynamic and evolving data
* mining graph data
* mining semi-structured data
* mining spatial and temporal data
* mining stream data
* mixed-initiative data mining and active learning
* outlier analysis and anomaly detection
* parallel and distributed data mining algorithms
* pattern mining and association analysis
* robust and highly scalable data mining algorithms
* similarity search in data mining
* statistical methods in data mining
* topic models and matrix methods in data mining
* transfer learning and mining with auxiliary data sources
* adversarial data mining algorithms
* biological and medical data mining
* data mining for computational advertising
* data mining in social sciences and on social networks
* mining environmental and scientific data
* mining sensor data
* mining user behavioral and feedback data
* mining the Web and text data
* multimedia data mining
* data mining for other novel applications
* data integration and indexing for data mining
* data visualization for data mining
* KDD methodology and process
* platforms and systems for KDD
* pre-processing and post-processing in data mining
* security and privacy issues in data mining
* user modeling in data mining
https://blog.sciencenet.cn/blog-57081-269851.html
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