UMBC ebiquity

Research Challenges In Data Mining

Speaker: Jiawei Han

Start: Tuesday, April 22, 2008, 10:00AM

Location: LH 8 ITE building

Abstract: Research in data mining has led to advanced knowledge discovery technologies and applications. In this talk, we will discuss some emerging research issues for advanced technologies and applications in data mining and discuss some recent progress in this direction, including (1) exploration of the power of pattern mining, (2) analysis of multidimensional, heterogeneous and evolving information network, (3) mining of fast changing data streams, (4) mining of moving object data, RFID data, and data from sensor networks, (5) spatiotemporal and multimedia data mining, (6) biological data mining, (7) text and Web mining, (8) data mining for software engineering and computer system analysis, and (9) data cube-oriented multidimensional online analytical analysis.

Tags: datamining, learning