2 Topics
A data stream is an ordered sequence of instances that can be read
only once or a small number of times. Topics include but are not
restricted to:
- Data Stream Models
- Clustering from Data Streams
- Decision Trees from Data Streams
- Association Rules from Data Streams
- Decision Rules from Data Streams
- Feature Selection from Data Streams
- Visualization Techniques for Data Streams
- Incremental on-line Learning Algorithms
- Change Detection Algorithms
- Evaluation of Data Mining Algorithms in Data Streams
- Single-Pass Algorithms
- Scalable Algorithms
- Real-Time Applications
- Real-World Applications
ACM DS Track, 2008,
May 4, 2007
