This is a list of top 10 problems in data mining researches by Qiang Yang and Xindong Wu. The paper can be downloaded from paper or source
- Developing a Unifying Theory of Data Mining
- Scaling Up for High Dimensional Data and High Speed Data Streams
- Mining Sequence Data and Time Series Data
- Mining Complex Knowledge from Complex Data
- Data Mining in a Network Setting
- Distributed Data Mining and Mining Multi-agent Data
- Data Mining for Biological and Environmental Problems
- Data-Mining-Process Related Problems
- Security, Privacy and Data Integrity
- Dealing with Non-static, Unbalanced and Cost-sensitive Data
Reference
[1] 10 Challenging Problems in Data Mining Research.
