Proceedings. Fifth IEEE International Conference on Data Mining
2005
The following topics are dealt with: data mining and machine learning algorithms; mining semi-structured data, temporal, spatial, multimedia data; data stream mining; pattern recognition and trend analysis; collaborative filtering/personalization; complexity, efficiency, and scalability issues; data pre-processing/reduction, feature selection/transformation; large-scale data mining statistics and probability; soft computing and uncertainty management; high performance and parallel/distributed data mining; quality assessment and interestingness metrics; security, privacy and social impact of data mining and data mining applications.