Organizers:

John Elder (Chair), elder@datamininglab.com Arnold Goodman, agoodman@uci.edu

Speaker

Data Mining: Scaling to Large Databases and the Link Between Statistics and Databases
Usama Fayyad, Microsoft Corp. Research
Keywords: Data mining, massive data sets, databases, knowledge discovery in databases

I will cover the link between statistics, data mining, and databases. The talk will mainly focus on scaling algorithms for classification and clustering to large databases. I will focus on the database issues and cover recent work along this front. I shall conclude with listing research challenges in data mining and statistical analysis with large databases.